CN111403045A - Diversified and accurate management and control system for infectious epidemic situation - Google Patents
Diversified and accurate management and control system for infectious epidemic situation Download PDFInfo
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Abstract
The invention discloses an infectious epidemic situation multivariate accurate management and control system, which comprises a user client and a data analysis management and control end, wherein a user installs real-time positioning information acquisition software; the data analysis management and control end at least comprises a storage database module, a data analysis software module, a data interaction software module and an instruction sending and confirming module, processing and calculation are carried out through the data analysis software module, key features and/or data intersection are captured, epidemic situation management and control data are obtained, and epidemic situation management and control forces are guided, and departments and mobile phone users are matched to effectively prevent and control infectious epidemic situations. The invention collects the least and least basic data, deeply reads the secrets behind the data through analysis, can accurately carry out infection traceability, epidemic outbreak prevention and diffusion early warning, optimally distributes epidemic prevention control personnel and epidemic prevention control resource materials, realizes accurate control and greatly reduces national economy and individual collective loss.
Description
Technical Field
The invention relates to the field of infectious disease prevention and public safety, in particular to an infectious epidemic situation multi-element accurate management and control system.
Background
The control method is advanced with time, the big data processing and artificial intelligence technology lacks the spirit created by deep invention, various infection mechanisms of infectious diseases are not fully known and deeply understood, the rough intelligent city track map intersection technology is only suitable for carrying out low-dimensional linear cross analysis on individuals to capture intersection points and is not suitable for multi-level and multi-dimensional analysis, the acquired intersection data are seriously distorted due to the fact that the rough intelligent city track map intersection technology cannot be combined with a virus and germ infection triggering mechanism, a large number of infection sources are omitted due to the fact that intersection is carried out through track time, the situation dynamics and the development trend cannot be comprehensively controlled, the situation dynamics and the development trend cannot be used as a decision basis of a disease control department, and various epidemic prevention control personnel and epidemic relief goods and resources cannot be accurately and effectively configured.
Research personnel of Suzhou distant sign spirit car and ship technology limited, Qingdao wave-breaking boat equipment technology limited and Quanzhou sign spirit intelligent technology service limited research intelligent traffic systems under various complex conditions, by means of multi-level and multi-dimensional deep reading of the real-time positioning information of the user, various rules of behavior habits of the user can be analyzed and transparently analyzed, various real-time conditions and development trends of the user can be accurately judged, the infection epidemic situation multivariate accurate management and control system is developed in an urgent way by combining an infection triggering mechanism of infectious diseases and an epidemic situation prevention and control management mechanism on the basis of an intelligent analysis logic by utilizing the developed intelligent traffic technology invention principle.
Disclosure of Invention
The invention aims to overcome the problems in the prior art, and provides an infectious epidemic situation multielement accurate control system, which collects minimum and most basic data, deeply reads secrets behind the data through analysis, can accurately perform infection traceability, epidemic situation outbreak prevention and diffusion early warning, optimally distributes epidemic prevention control personnel and epidemic prevention control resource materials, and realizes accurate control.
In order to achieve the technical purpose and achieve the technical effect, the invention is realized by the following technical scheme:
an infectious epidemic situation multivariate accurate management and control system comprises a user client and a data analysis management and control end, wherein the user client is provided with real-time positioning information acquisition software; the real-time positioning information acquisition software acquires current real-time positioning information of a user once at a certain settable time interval, the real-time positioning information at least comprises current position coordinates and current time of the user, the data analysis management and control end at least comprises a storage database module, a data analysis software module, a data interaction software module and a command sending and confirming module, the user client can accurately transmit the acquired real-time positioning information data to the data analysis management and control end, the data analysis management and control end stores the received real-time positioning information data into the storage database module in a classified manner, a disease control department and/or a high-risk group input high-risk group information into the storage database module through the data interaction software module, and the data analysis software module extracts the real-time positioning information data and the high-risk group information in the storage database module, the data analysis and control end takes the epidemic situation control data as a basis, and sends instructions and receives feedback to the epidemic prevention management department committee, the cooperation department group and the user using the user client through the data interaction software module and the instruction sending and confirming module to guide the epidemic prevention management department committee, the cooperation department group and the user using the user client to effectively prevent and treat the infectious epidemic situation, as shown in figure 1.
Preferably, the user client is mobile phone positioning information acquisition software, user real-time positioning information is acquired once through a positioning device of the mobile phone at a certain settable time interval, and the acquired real-time positioning information is stored in a basic data packet of mobile phone numbers and/or other user information, wherein each group of data of the real-time positioning information comprises time information and position information;
preferably, the basic data packet is provided with a limit capacity, and when the limit capacity is full, the basic data packet is stored in a rolling manner, and the latest real-time positioning information is covered and substituted for the oldest real-time positioning information;
preferably, the basic data packet adopts a block chain technology, so that the privacy of citizens and the safety of various data are strictly protected;
preferably, the user client is provided with a data encryption software module, the encryption rule of the data encryption software module is variable, the encryption rule and the decryption rule are stored and kept at the data analysis control end, the encryption rule and the decryption rule are the same, partially the same or completely different, the user client does not have the right to know the decryption rule, and the citizen privacy and various data safety are strictly protected;
preferably, the storage database module comprises an original real-time positioning information data packet with a user identifier, a real-time positioning information conversion data packet, a calculation processing intermediate data packet and a characteristic screening capture data packet, the original real-time positioning information data packet is an unprocessed and changed data packet uploaded to a data analysis control end by a user client, the real-time positioning information conversion data packet is a data packet which is generated directly after the original real-time positioning information data packet is converted by certain rules and is beneficial to subsequent further processing, the calculation processing intermediate data packet is a data packet which is produced after the real-time positioning information conversion data packet is operated by different rule algorithm flows and is used for repeatedly taking, judging, analyzing and predicting, the characteristic screening capture data packet is a data packet which is processed by certain rule algorithms and has a set of data with certain characteristics, the user identification is a user mobile phone number or a mobile phone instant messaging software account name, so that user information can be conveniently and accurately traced;
preferably, the user client is provided with an interactive program for timely contacting and interacting with the data analysis and control end or the epidemic situation management department, and confirming the opening and closing state and the instruction execution state of the user client;
preferably, the data interaction software module comprises an information display module, an information input module, an information sending module, an information receiving module and an information confirmation module, wherein the information display module is an information interaction interface or an image video player and can be used for displaying or playing information edited by a user and received information content; the information input module comprises more than one of a keyboard, a mouse, a touch screen, a microphone, a camera and a sensor, and can enable a user to input contents which the user wants to express or confirm; the information sending module and the information receiving module are modules which can directly manage and monitor the sending or receiving information of a group through a wired or wireless path to a designated data analysis and control end or an epidemic situation, and are modules carried by user client hardware, such as a mobile phone sending wireless signal high-frequency transmitter module, a WiFi module, a USB interface and an infrared transmission module; the information confirmation module is an interactive program, a data analysis management and control end or an epidemic situation direct management monitoring group sends epidemic situation guide information or instructions to a user, the user answers the software program in real time or confirms that the task instructions are executed in place through operation, the operation confirmation mode can be one of oral response, input response and photographing response, the data interactive software module further comprises a reporting module, the user finds that activities or treatment measures of people, pets or article wastes do not accord with the epidemic situation prevention and control management measures, when a large hidden danger or a bad group of horses exist, the situation is considered to appear, the reporting module can be called, and the situation is reported through more than one means of sending real-time positioning information of the situation, inputting dangerous situation description, photographing photo video or recording;
preferably, the data interaction software module comprises an information display module, an information input module, an information sending module, an information receiving module and an information confirmation module, wherein the information display module is an information interaction interface or an image video player and can be used for displaying or playing information edited by a user and received information content; the information input module comprises more than one of a keyboard, a mouse, a touch screen, a microphone, a camera and a sensor, and can enable a user to input contents which the user wants to express or confirm; the information sending module and the information receiving module are modules which can directly manage and monitor the sending or receiving information of a group through a wired or wireless path to a designated data analysis and control end or an epidemic situation, and are modules carried by user client hardware, such as a mobile phone sending wireless signal high-frequency transmitter module, a WiFi module, a USB interface and an infrared transmission module; the information confirmation module is an interactive program, a data analysis management and control end or an epidemic situation direct management monitoring group sends epidemic situation guide information or instructions to a user, the user answers the software program in real time or confirms that the task instructions are executed in place through operation, the operation confirmation mode can be one of oral response, input response and photographing response, the data interactive software module further comprises a reporting module, the user finds that activities or treatment measures of people, pets or article wastes do not accord with the epidemic situation prevention and control management measures, when a large hidden danger or a bad group of horses exist, the situation is considered to appear, the reporting module can be called, and the situation is reported through more than one means of sending real-time positioning information of the situation, inputting dangerous situation description, photographing photo video or recording;
preferably, the epidemic spread remedial measure upgrading and downgrading mechanism comprises: the patient, the person who forcibly challenges the rule, and the setting interception, tracking interception, forced isolation and tracing, cleaning, sterilizing and disinfecting remedial measures which are not matched with the epidemic prevention controller; the on-site cleaning, sterilizing and disinfecting remedial measures after the infection source appears, the settlement of the first-level suspected infectors or the germ and virus carriers, the timely restraint of fixed-point isolation, and the settlement of the second-level suspected infectors or the germ and virus carriers, the restraint of home isolation;
preferably, the cross-regional triggering and early warning mechanism for epidemic prevention and control is adopted, according to the historical real-time motion track of the patient, the primary suspected infector or germ virus carrier and the secondary suspected infector or germ virus carrier before the isolation observation or treatment is carried out, can analyze the area where the infection mechanism arrives, and when any place with enough detention time to trigger the infection mechanism belongs to the non-epidemic area, immediately converting the non-epidemic area into an epidemic area, immediately starting an epidemic situation prevention mechanism and an early warning mechanism of a new epidemic area, tracing and remedying the places triggering the infection mechanism, immediately starting the site cleaning, sterilizing and remedying measures after the infection source appears and the settlement of the first-level suspected infectors or the carriers of the germs and viruses, restricting the fixed-point isolation in time, and the cross of a second-level suspected infector or a germ and virus carrier is determined, and the isolation at home is restrained, so that the rapid spread of epidemic situation is avoided;
preferably, the method comprises the steps that a mobile phone user intentionally violates operation identification of anti-epidemic situation prevention and control measures, key management and control interception measures and epidemic situation remediation measures; the prevention and control measures against the epidemic situation are intentionally violated, wherein the mobile phone is intentionally separated from a man-machine and is not carried with the man-machine or is intentionally lent to carry other people, the mobile phone is frequently in a power-off state for a long time, real-time positioning information analysis shows that the trip is not limited according to requirements or various places where the meeting is frequently detained for a long time or more complicated real-time crowds are isolated, the rubbish of things is not thrown randomly according to the epidemic prevention and control requirements, behaviors of the pets on wanting trip and conducting rumbling are put down, the situations are analyzed and read according to the real-time positioning information, and a front-line base epidemic prevention and control worker is responsible for inquiring and confirming or receiving report and confirmation of the crowds, and the situation is registered in a; the key management and control blocking measures and epidemic situation remedy measures are as follows: after the real-time positioning information analysis display or the mass report is confirmed, a front-line base epidemic prevention control personnel drives to the site according to the real-time positioning information, carries out criticizing education according to the actual situation, assists and restricts the real-time positioning information to complete epidemic prevention treatment measures and remedial measures as required, registers the measures in a book, inquires in detail to trace back the spreading risk of the epidemic situation, considers the people as a first-level suspected infector a germ and virus carrier if the people are still unwilling to be fully matched or are not obviously improved after being registered in the book for multiple times, forcibly brings the people to a specified epidemic situation control place for isolated observation and carries out punishment warning, submits the second-level suspected infector the germ and virus carrier on the basis of the people, and informs the second-level suspected infector the germ and virus carrier of self-consciously carrying out self-isolated observation at home through early warning of infection; the user continues to intentionally violate the control measures, if the situation is stubborn, violent or escaping, the emergency control measures are started, the public security department is informed to judge according to real-time positioning information and inquiry and report along the line, the executive personnel of the public security department is informed to set up points to intercept and catch nearby road sections or places, epidemic prevention treatment measures are forcibly implemented, isolation is retained, the patients who are not diagnosed are regarded as primary suspected infectors or germ virus carriers, the patients are forcibly brought to the specified epidemic situation control places to carry out isolation observation and punishment warning, secondary suspected infectors or germ virus carriers are issued on the basis of the epidemic situation control measures, and the secondary suspected infectors or germ virus carriers are informed to carry out self isolation observation at home through infection early warning; carrying out immediate forced hospitalization isolation treatment on patients with confirmed diagnosis, carrying out economic administration punishment, taking the patients as a tracing source, submitting primary suspected infectors or germ virus carriers infected by the patients and secondary suspected infectors or germ virus carriers, and taking corresponding remedial measures and isolation observation measures;
preferably, the method comprises tracing and source-tracing remedial measures of infection source articles or rubbish wastes, articles and waste rubbish contacted by a patient, primary suspected infectors or germ virus carriers or infection sources generated by the same, article contacts, discarded waste garbage, rubbish disposal personnel, pets and pet owners and families moving everywhere without a fiber rope are all infection carriers needing important prevention and control, epidemic prevention measures need to be strengthened periodically, once a person confirms diagnosis, the secondary suspected infectors or germ virus carriers are immediately upgraded to the primary suspected infectors or germ virus carriers, any objects and things contacted with the infection trigger mechanisms need to be upgraded, and epidemic prevention measures of the infection trigger mechanism carriers corresponding to the primary suspected infectors or germ virus carriers are added;
preferably, the epidemic situation control data comprises data of the patient, the suspected infected person, the carrier of the pathogenic bacteria and virus, the condition of the suspected carrier, the historical activity range, the potential infected audience, the activity contact mode and the contact duration; the system also comprises interactive process data of epidemic prevention guidance, question answering and operation of common people and an epidemic situation control center; the epidemic situation monitoring system also comprises epidemic situation development current situation data, epidemic situation development prediction data, infection triggering infection tracking observation data, personnel work instructions of an epidemic situation control execution department and instruction completion confirmation data; the epidemic situation risk management and control real-time early warning command data, remediation data, interactive confirmation data and effect evaluation data;
preferably, the method comprises an epidemic situation prevention and control team and an optimized configuration method of resources, wherein a distribution diagram of patients, suspected infectors or germ virus carriers and infection sources is drawn through real-time positioning information, infection source positioning positions and time of a precise control system, real-time positioning information of a first-level suspected infector germ virus carrier and a second-level suspected infectors or germ virus carrier and feedback and requirements of an epidemic situation prevention and control team of an epidemic situation area, the epidemic situation prevention and control team can be arranged nearby to provide epidemic prevention materials and epidemic prevention services, epidemic situation control personnel and epidemic prevention and relief materials in other areas with lighter epidemic situations are timely pre-warned and collected to incline to a key epidemic situation area, the personnel and the materials are precisely distributed, good steel is timely used on a knife edge, an epidemic situation control process is accelerated, and the epidemic situation is eliminated in a bud state or a non-outbreak state;
preferably, the user client is provided with an education training software module and a convenience service software module, so that the user can use the system at ordinary times and is not easy to drag.
Preferably, the data analysis software module is provided with more than two of a data fuzzification processing module, a trajectory operation analysis module, a periodic cutting analysis module, a user daily behavior analysis and judgment module, a user activity range analysis and judgment module and a user activity tool analysis and judgment module.
Preferably, the data fuzzification processing module is used for setting a certain fuzzy coefficient of position data precision and time data precision, and collecting the position data and the time data, so that fault tolerance and accurate comparison and intersection are facilitated, and the data computation amount is greatly reduced by an exponential expression;
preferably, the fuzzification of the collected data needs to solve the contradiction between fault tolerance and precision, and the data is collected by adopting a two-way method, wherein the two-way method comprises the following steps: when the actual real-time positioning data value is between the two collected fuzzy data values, the actual real-time positioning data is simultaneously collected into the two adjacent fuzzy data values, and when the actual real-time positioning data value is the same as the collected fuzzy data value, the actual real-time positioning data value is also simultaneously collected into the two adjacent fuzzy data values in addition to the collected data, as shown in fig. 18-20 and fig. 21-23;
preferably, when multiple users are involved, fuzzy data values of the multiple users can be extracted, comparison and intersection are carried out, intersection data among the multiple users are obtained when positioning information and time information are completely the same, intersection data are extracted and stored in an intersection data packet module of a calculation processing intermediate data packet, and the intersection data packet module identifies all user identifications generating intersections, so that specific users can be traced and contacted conveniently;
preferably, the trajectory operation analysis module draws a user operation trajectory graph in fact or in a virtual manner by retrieving historical real-time positioning information of a certain user, wherein the user operation trajectory graph at least comprises user identification, time information, longitude positioning information and latitude positioning information;
preferably, the user operation track map is one map or two maps, when the user operation track map is one map, the longitudinal and transverse coordinates can be longitude and latitude coordinates, the track line automatically changes color according to time or line type or coordinate point shape automatically changes for distinguishing, and the name of the track map is named by the contained user identification; when the user operation trajectory graph is two graphs, the horizontal axis is a time axis, the vertical axis is coordinate values of longitude or latitude, and the name of the trajectory graph is named in a mode of containing a user identifier;
preferably, the user operation trajectory diagrams are subjected to intersection, and when a plurality of users are involved, the operation trajectory diagrams of the plurality of users can be extracted for intersection; if the user operation track graph is one graph, firstly comparing the intersection positions of the calibration tracks or the overlapped intersection positions, then comparing whether the time of the intersection positions is consistent, if the time is inconsistent, excluding the intersection, if the time is consistent, bringing the intersection into the intersection, extracting the intersection data, and storing the intersection data into an intersection data packet module of a calculation processing intermediate data packet, wherein the intersection data packet module identifies all user identifications generating the intersection, so that the user operation track graph is convenient to trace and contact specific users; if the user operation track graph is two graphs, intercepting the time position coordinates of intersection points or overlapping of multiple users on the first graph, comparing whether the time position coordinates of the users at the same time of the second graph are also intersected or overlapped according to the time point of a time axis, if not, excluding the intersection, if so, extracting intersection data, storing the intersection data into an intersection data packet module of a calculation processing intermediate data packet, and identifying all user identifications generating the intersection points by the intersection data packet module so as to facilitate tracing and contacting to specific users;
preferably, the user daily behavior analysis and judgment module is used for enabling people to correspondingly perform various possible reasonable behaviors in different activity places in different positioning information and perform intersection on the reasonable behaviors corresponding to the places and the reasonable behaviors corresponding to the time periods in different time periods, so that the real behaviors of the users can be relatively accurately judged, if the probability that intersection cannot be performed or the result of intersection is smaller than a certain range value, the users can be rightly positioned in the time periods of important high-risk infection places, the data interaction software module can be used, the real behaviors of the users in a certain time period in the places can be confirmed according to the relation between the user identification of the positioning information and the users, the data calculation scale can be particularly reduced, epidemic situation diffusion data can be accurately analyzed, and people can be disturbed to the minimum extent;
preferably, the user daily behavior analyzing and judging module extracts daily behaviors that the user may infect or be infected by others, and divides the daily behaviors into protective home and travel behaviors, non-protective home behaviors, fixed place rest behaviors, vehicle travel behaviors, single person travel behaviors, personal fitness behaviors, public place detention behaviors, waste treatment becoming and path passing behaviors, communication behaviors, public activity behaviors, party behaviors and closed place detention, captures key technical characteristics according to periodic habits of the user daily behaviors, compares the position, time period and detention duration of real-time positioning information and the like to accurately judge the real daily behaviors of the user, and when the probability of the calculated and judged daily behavior result is smaller than a certain range value, the behavior happens to have important high risk of infection, the data interaction software module can be used, according to the contact between the user identification of the positioning information and the user, the real behavior of the user in a certain time period in the place is confirmed, the data calculation scale is particularly reduced, epidemic situation diffusion data are accurately analyzed, and people are disturbed to the minimum extent;
preferably, the infection epidemic situation multivariate accurate management and control system, the user activity range analysis and judgment module can map the activity route map of the user according to the historical real-time positioning information of the user, can be used for analyzing and judging the path behavior between the active activity area and the connected activity area of the user according to the distribution density, the distribution range distribution time and the distribution periodicity rule of the positioning information in the activity route map, is convenient for clearly and accurately analyzing the interaction influence of the activity and the environment of the user, is favorable for accurately capturing the area range, the duration and the infectivity of the high-risk epidemic situation area and greatly eliminating the risk-free user data, accurately figures out potential virus infectors or virus carriers at all levels, is convenient for hierarchical management, is favorable for timely linking with the user through the data interaction software module according to the user identification of the positioning information, the epidemic situation control department is guided to be matched with potential virus infectors or virus carriers, effective and reasonable epidemic situation prevention and control measures are taken, and epidemic situation diffusion is prevented with the lowest disturbance degree;
preferably, the user activity tool analysis and judgment module obtains the relation between the real-time displacement, the speed vector and the time of the user by calculating the displacement change and the time change of the user historical real-time positioning information data of the unit time period, compares a positioning point actual map, can draw a coordinate route map of the historical real-time movement speed, the movement direction and the movement time of the user, and can relatively accurately judge the activity tools used by the user, such as walking, non-motor vehicle riding, motor vehicle traveling, single person traveling, multi-person accompanying traveling, getting on and off vehicle transfer, activity tool change, local places, garbage retention and garbage disposal, according to the speed, the direction and the time displayed on the map by the user and the kind of a real object in the positioning map, wherein different activity tools are adopted by the user to correspond to different infection modes, infection risk sizes and audience groups, the tool of the user activity can be accurately analyzed through the relation between the speed and the duration, which is beneficial to accurately capturing the high-risk tools, places, articles, wastes, high-risk time periods, high-risk potential virus infectors or virus carriers, and accurately eliminating the non-risk tools, places, articles, wastes, time periods and non-risk healthy people which have enough intersection and are easy to misjudge in the real-time historical positioning data with the virus transmission tool, when the probability of the calculated and judged active tool result is less than a certain range of values or has a plurality of possible active tool results, the data interaction software module can be called, the user identification of the positioning information is contacted with the user to confirm the real behavior of the user in a certain time period in the place, the method is particularly beneficial to reducing the data calculation scale and accurately analyzing epidemic situation diffusion data, and minimally disturbs people;
preferably, the periodic cutting analysis module cuts the historical real-time positioning information of the user according to the aggregation range of the position change or the aggregation range of the time change, collects the historical real-time positioning information of the user in a continuous positioning coordinate range or a continuous time interval range, and generates the periodic cutting analysis module which is used for analyzing the periodic activity rule of the user and is convenient for predicting the periodic activity of the user.
Preferably, the aggregation range of the position change is managed according to a multi-level mode, and the aggregation is performed by the multi-level mode of an administrative management area from top to bottom, namely a provincial administrative area, a local administrative area, a county administrative area, a street administrative area and a rural road administrative area in sequence; secondly, from bottom to top, the influence range is gathered in a multipoint mode, an area range with dense positioning position ranges in a unit period time period is selected as an active hot spot area, the active hot spot areas are used as centers to compare map objects, the active time and the active range of a user are analyzed and used for further analyzing and judging possible behaviors of the user, the influence range is expanded outwards as a potential influence diffusion center, historical real-time positioning information intersection is carried out according to the influence range, information of an intersected audience and an influenced index can be accurately obtained, and the influence range is particularly favorable for reducing data calculation scale and accurately analyzing epidemic situation diffusion data through periodic cutting analysis;
preferably, the time change aggregation range is used as a user active area when the space change of the positioning position range in a unit period time period is relatively small, the time range is aggregated and counted in a segmented manner according to the continuity of time, the periodicity and the frequency of the user in the active area are obtained, the behavior of the user in each area is conveniently analyzed, and the method is particularly beneficial to reducing the data calculation scale and accurately analyzing epidemic situation diffusion data.
Preferably, the instruction sending and confirming module and the epidemic situation management command center send a question investigation or a command to be executed to the user and/or the disease control department front-line management executive personnel according to the epidemic situation development condition and the data analysis suggestion, and the user and/or the disease control department front-line management executive personnel execute the question investigation or the command according to the requirements after receiving the information and feed the question answers, the execution condition and the certification of the execution result back to the epidemic situation management command center through the information input module and the information sending module, so that the epidemic situation development current situation, the management and control degree and the management and control efficiency are determined timely and accurately.
Preferably, the instruction sending and confirming module further comprises an urging sub-module, after the epidemic situation management command center sends a problem investigation or an instruction to be executed, the feedback timing module is started, the feedback behavior is scored according to the time length of feedback, when the timing duration exceeds a certain limit, the urging sub-module is started, the urging sub-module divides multiple urging levels according to the feedback overtime time interval, and the steps sequentially comprise: the instant communication software such as re-sending promotion, urgent promotion, warning promotion, re-warning promotion, telephone or WeChat contact voice promotion, contact peripheral epidemic situation management and control personnel for auxiliary promotion, and contact peripheral epidemic situation management and control personnel for on-site interception promotion; releasing the promotion submodule after the corresponding feedback is finished;
preferably, the instruction sending and confirming module further comprises an ambiguous reply question-hunting module, after the epidemic situation management command center sends the question investigation or the instruction to be executed, the obtained feedback content is ambiguous or contains uncertain components or has a larger difference with the standard answer certification, the ambiguous reply question-hunting module is started, the feedback content is confirmed manually or the feedback content is checked intelligently, the interaction needing to be fed back is arranged for the feedback personnel who are actually ambiguous or uncertain or have a larger difference, a new question investigation or the instruction to be executed is sent, the corresponding personnel continuously supplement answers or prove until the feedback content is definite or has no uncertain components or has a smaller difference with the standard answer certification, and the ambiguous reply question-hunting module is released;
preferably, the instruction sending confirmation module further comprises a tracing module, problem investigation, epidemic situation prevention and control guidance or instructions to be executed sent by the epidemic situation management command center are completed in a real-time basis, except for special cases, the epidemic situation can be effectively controlled without omission, when some links are lacked or lay down accidents in the control process, a certain chance is taken by the epidemic situation to become a new epidemic situation diffusion infection source, and a feedback person, a contact person and a responsible control person who are tracked and have inconsistent feedback contents can be captured according to the epidemic situation diffusion infection source, so that the new epidemic situation control tracing point is used as a new epidemic situation control tracing point, potential threats can be mastered, the illegal persons can be accurately contacted and controlled, the influence range and the influence person can be traced, and the potential threats can be timely remedied.
Preferably, including the dangerous situation upgrade and downgrade mechanism of epidemic situation prevention and cure, dangerous situation upgrade and downgrade mechanism includes the whole upgrade and downgrade mechanism of epidemic situation, infection source upgrade and downgrade mechanism, suspected virus germ carrier, and the dynamics level of controlling the epidemic situation management and control through dangerous situation upgrade and downgrade mechanism of commander dangerous molecule risk early warning upgrade mechanism, epidemic situation diffusion remedial measure upgrade and downgrade mechanism, and the epidemic situation management and control personnel and the epidemic situation relief supplies that in time early warning and collect other lighter regions of epidemic situation incline to key epidemic situation region, accurate distribution personnel and supplies, good steel is in time used on the cutting edge, accelerates the epidemic situation management and control process.
Preferably, the infection source upgrading and downgrading mechanism comprises an infection source classification and an infection source upgrading and downgrading mechanism, wherein the infection source classification comprises: open space places, well ventilated closed places, poorly ventilated closed places, infected items, infected garbage waste; the lifting mechanism is as follows: the method is characterized in that the method comprises the steps that a space is opened, the initial infection level of a well-ventilated closed place is the highest level corresponding to the infection time, the infection level naturally decreases to zero after N hours are set along with the lapse of time, and the highest level corresponding to the infection time is maintained in the poorly-ventilated closed place, infected articles and infected garbage waste; once the places or articles receive correct epidemic prevention treatment measures of first-line base epidemic prevention management and control personnel, and after confirmation, the places or articles can be set to lose the infection capability after 15-30 minutes, and the infection level is directly reduced to zero and is not used as an infection source;
preferably, the suspected virus and germ carriers are subjected to a step-up and step-down mechanism, the step-up and step-down is in direct proportion to the absolute value of the number, the size of the distribution area, and the density of the suspected virus and germ carriers, and the linkage of confirmation and elimination of the suspected virus and germ carriers is carried out, when one person among the first-stage suspected virus and germ carriers is upgraded into a confirmed patient, all the second-stage suspected virus and germ carriers with the infection mechanism are upgraded into the first-stage suspected virus and germ carriers; on the contrary, if the suspicion is eliminated in the carriers of the primary suspected virus and germs, the carriers of the secondary suspected virus and germs are also eliminated; when a certain secondary suspected virus pathogen carrier contacts with a plurality of primary suspected virus pathogen carriers according with an infection mechanism, when any one of the primary suspected virus pathogen carriers is upgraded into a confirmed patient, the secondary suspected virus pathogen carrier is upgraded into a primary suspected virus pathogen carrier; on the contrary, when any one of the first-level suspects is not yet cleared of suspects, the second-level suspected virus and germ carriers are not upgraded or downgraded no matter other suspects are cleared, and the state of the second-level suspected virus and germ carriers is maintained.
Preferably, the overall epidemic situation upgrading and downgrading mechanism carries out upgrading according to increment of confirmed people of infectious diseases, regional diffusion of confirmed people, increment of suspected virus and pathogen carriers and regional diffusion conditions.
Preferably, the diagnosis confirmed number increment analysis indexes comprise the number of patients treated in a hospital, the death rate, the ratio of death to cure, the absolute value of the total diagnosis confirmed number, the daily diagnosis confirmed increment and the diagnosis confirmed increment acceleration, the mortality rate, the ratio of death to cure and the daily diagnosis confirmed increment are all high, the diagnosis confirmed increment acceleration is positive, no matter how many the absolute value of the total diagnosis confirmed number is, the overall raising and lowering mechanism of the epidemic situation is directly adjusted to the highest level, and the epidemic prevention and emergency treatment needs to be carried out all round; when the number of patients in the hospital and the increased value of confirmed diagnosis per day are high, but the accelerated speed of the increased confirmed diagnosis is zero or negative, the overall epidemic situation upgrading mechanism can be adjusted to the next higher level, when the number of patients in the hospital and the increased value of confirmed diagnosis per day are high, the ratio of mortality to death to cure is reduced, when the average value of the accelerated speed of the increased confirmed diagnosis for continuous days is zero or negative, the epidemic situation is changed to the inflection point and is obviously controlled, but the ease still can not be lost, the overall epidemic situation upgrading mechanism can be adjusted to the middle level, when the number of patients in the hospital and the increased value of confirmed diagnosis per day is medium or zero, the ratio of mortality to death to cure is greatly reduced, and when the average value of the accelerated speed of the increased confirmed diagnosis for continuous days is zero or negative, the overall epidemic situation upgrading mechanism can be adjusted to the next lower level, when the number of patients in the hospital and the number of treated patients in the hospital and the lower level, The diagnosis increment value of continuous days exceeding the incubation period of the pathogenic bacteria and the viruses is zero, the epidemic situation is controlled, and the overall epidemic situation upgrading and downgrading mechanism can be adjusted to the lowest level; the accelerated speed increased by diagnosis is the numerical value obtained by subtracting the newly increased number of the confirmed persons in the previous day from the newly increased number of the confirmed persons in the current day, the accelerated speed is positive when the increased value in the current day is larger than the increased value in the previous day, otherwise, the accelerated speed is negative and zero when the accelerated speed is equal to the increased value in the previous day, the accelerated speeds increased by the confirmed persons in the continuous N days are added, and the average value of the accelerated speeds increased by the confirmed persons in the N days is obtained by dividing the added;
preferably, the regional diffusion of the diagnosticians comprises province and city level diffusion, county and district level diffusion and country street region diffusion, and when the province and city level diffusion increases rapidly, the overall epidemic situation upgrading and downgrading mechanism is set as the highest level of the state; the provincial and prefectural level diffusion is not increased any more, but when the internal county and district level diffusion is faster, the overall epidemic situation upgrading and downgrading mechanism is set to be the highest level of the national second level, provincial and prefectural level; the provincial, prefectural and county level diffusion is not increased any more, but when the diffusion of the internal rural street regions is faster, the overall epidemic situation upgrading and downgrading mechanism is set to be the national level, the provincial, prefectural level and the county level are the highest level; when the province, city and county level diffusion, county and district level diffusion and country street and region diffusion are not increased any more, the overall grading mechanism of all levels of epidemic situations is set to be of next higher grade; the province, city and county level diffusion and county and district level diffusion are not increased any more, but when the inherent rural street and district diffusion is atrophied, the overall epidemic situation upgrading and downgrading mechanism is set to be the national second-highest level, the province and city level maintains the second-highest level, and the county and district level is the second-lowest level; the provincial and prefectural level diffusion is not increased any more, but when the inherent county and district level diffusion and the country and street region diffusion shrink, the overall epidemic situation upgrading and downgrading mechanism is set to be the national second-highest level, and the provincial, prefectural level and county and district level are the second-lowest levels; when the province, city and county level diffusion, county and district level diffusion and country street and region diffusion are all atrophied, the overall epidemic situation upgrading and downgrading mechanism is set to be at the national level, and the province, city and county level and the county and district level are all at the secondary low level; similarly, when the province, the prefecture level diffusion, the county and district level diffusion and the country street and region diffusion are all withered and disappeared, the overall epidemic situation upgrading and downgrading mechanism is set to be at the national level, and the province, the prefecture level and the county and district level are all the lowest levels;
preferably, the increment and regional spread of suspected carriers of viral pathogens are: the suspected carriers of the virus and the germ are divided into suspected carriers of primary virus and germ and suspected carriers of secondary virus and germ, the suspected carriers of the primary virus and the germ are patients, places where the suspected carriers of the primary virus and the germ stay for a long time, and people who have been triggered to possibly infect the suspected carriers of the primary virus and the germ are in long-time direct contact with articles or wastes used by the patients for a long time, and need to be isolated and observed in a specified epidemic situation control place; after triggering an infection mechanism by a suspected carrier of primary virus and germ and before carrying out isolation observation in a specified epidemic situation control place, people who directly contact with the suspected carrier of primary virus and germ, a place where the suspected carrier of primary virus and germ stays for a long time or articles or wastes used for a long time are the suspected carrier of secondary virus and germ, the suspected carrier of secondary virus and germ needs to carry out self isolation observation at home, the controlled conditions of adverse effects before triggering the infection mechanism and finishing the isolation observation are the increment of the suspected carrier of virus and germ and the variable quantity of regional diffusion, the number of the suspected carriers of virus and germ is increased more, the regional distribution range is increased more, the density of the place is increased more quickly, and the suspected carrier is set as the highest level; when the increment is small, the level is set to the middle level, and when the increment is zero, the level is set to the lowest level.
Preferably, the content of the inaudible command in the inaudible command dangerous molecule risk early warning and upgrading mechanism includes but is not limited to: uploading real-time positioning information and answering confirmation questionnaires without matching with epidemic prevention commands; the user client is not in a normal use state; the man-machine separation, not carrying the mobile phone according to the regulation to go out; when going out, no epidemic prevention protection measures are taken, and people do not listen to epidemic prevention isolation and arrange to go out everywhere to participate in a party; deliberately create opportunities to spread infection; garbage carrying virus and germs is thrown everywhere.
Preferably, the personnel who are not provided with the user client, do not cooperate with the epidemic prevention command to upload real-time positioning information and answer confirmation questionnaires or do not use the user client in a normal use state according to requirements are not provided with feedback information corresponding to the mobile phone of the user with the mobile phone number by the disease control center, the feedback information is regarded as a secondary suspected virus and germ carrier, and the disease control department informs the secondary suspected infector germ and germ carrier of consciously carrying out self-isolation observation at home through the mobile phone number identification; informing a first-line base epidemic prevention control personnel to contact with the user and timely driving to a user site according to the mobile phone number, advising, restricting and supervising a second-level suspected infector or a germ virus carrier to carry out self-isolation observation at home, and completing the normal state of a user client; if the corresponding mobile phone number user is still not matched, the user is regarded as a primary suspected virus and germ carrier, infection early warning is immediately started, and the primary suspected infector or germ and virus carrier is informed to consciously notice the specified epidemic situation control place to carry out isolated observation; informing a first-line base epidemic prevention control personnel to rush to the site in time, advising and forcibly restricting a first-level suspected infector or a germ virus carrier to a specified epidemic situation control site for isolated observation, and performing administrative punishment;
preferably, the intercepting inspection stations are arranged at entrances and exits of places with dense crowds, such as transportation hubs, station docks, public places, villages and towns and communities, people and machines are separated, people who do not carry mobile phones according to regulations or do not take epidemic prevention protection measures during traveling are immediately refused to come in and go out, and compel the site to be improved immediately, when the site can not be improved or the site is returned to improve, the risk of infecting or being infected by other people exists, forcibly implementing epidemic prevention measures and isolating the epidemic prevention measures, informing family members of relatives and friends to arrive at the site to help the family members to improve the situation, leaving the family members, forcibly isolating the family members until the latent period of virus and germs expires if no person leaves the family members, giving a health certification to the family members, leaving the family members, if no effective epidemic prevention treatment measures exist in the way of returning to the living place, the person still needs to be regarded as a second-level suspected infector or a germ virus carrier to voluntarily carry out self-isolation observation at home;
preferably, the people who do not listen to epidemic prevention isolation arrangement and go out everywhere to participate in the party are regarded as dangerous molecules, are treated according to primary suspected infectors or pathogen virus carriers, immediately inform a front-line base epidemic prevention control personnel to contact and timely drive to the site according to the real-time positioning information and the user identification, forcibly restrict the personnel to a specified epidemic situation control place to carry out isolation observation, call a historical real-time positioning information data packet of the personnel, analyze the process that the personnel have more contact to accept infection, and confirm transportation tools, activity routes and activity spaces from a contact infection source to the isolated observation period; informing all people who reach the infection triggering mechanism of relatives and friends, who are triggered into secondary suspected infectors or germ and virus carriers, and needing to carry out self-isolation observation at home;
preferably, the personnel who deliberately make the garbage carrying virus and germs and who scatter the chance of infection and throw the garbage everywhere are treated as extremely dangerous molecules are treated according to the severe patients, and immediately inform the first-line basic epidemic prevention control personnel to contact and timely drive to the site according to the real-time positioning information and the user identification, and forcibly restrict the personnel to the specified epidemic situation control place for isolation treatment, and carry out strict punishment; calling a historical real-time positioning information data packet, analyzing the process that the contact infection receiving process is more, and confirming the transportation means, the activity route and the activity space from the contact infection source to the isolated observation period; all people who reach the infection triggering mechanism are informed of relatives and friends, and the friends are triggered into first-class suspected infectors or pathogen and virus carriers by the friends, and need to go to a specified epidemic situation control place for isolated observation.
Preferably, the system also comprises a data completion and rescue mechanism which does not carry the mobile phone or stops the mobile phone in case of power shortage in midway; the real-time positioning information of the user is distorted because the user does not carry the mobile phone for going out, or the real-time positioning information data of a certain period of time is lost because the mobile phone is in power shortage and stops working midway, so that data analysis omission and omission of epidemic situation management and control of infectious sources and virus and germ carriers are easily caused, and the possibility of causing new epidemic situation outbreak exists; the disease control center needs to investigate and inquire users, fully recall real-time actual conditions when data are distorted or omitted, answer and prove the real-time actual conditions, feed the real-time actual conditions back to a data analysis management and control end of the disease control center and supplement the data.
Preferably, the real-time positioning information of the user is distorted because the user does not carry the mobile phone for traveling or uses the mobile phone of another person for traveling, and the user is easy to find by field investigation without the mobile phone when the user is inspected and found by a first-line basic epidemic prevention control personnel in a place with large traffic flow or a traffic hub or a gateway of a new village and town; the user borrows a mobile phone of another person, when passing through a site control point of a first-line basic epidemic prevention control staff, the application code needs to be issued, meanwhile, the disease control center sends comparison information to the site control point first-line basic epidemic prevention control staff for question and answer check according to real-time positioning information and a mobile phone number of the user mobile phone, the other person mobile phone staff hardly answers all pairs, the first-line basic epidemic prevention control staff finds abnormality, immediately feeds back information to a data analysis control end of the disease control center, carries out detailed verification and pursuit, and enables the user to fully recall and answer various details of travel, such as riding or seen traffic tool information, time history and where, what activities are met and people possibly have close contact with the people, and the details are proved as much as possible and then uploaded to a data analysis control end of the disease control center, and the data analysis control end of the disease control center deletes corresponding distortion data, supplementing information fed back after investigation, firstly feeding back according to corresponding transportation means information and real-time positioning information data of other persons who take the transportation means together, matching, determining the accuracy condition of the segmentation time, and then correcting and supplementing the real-time positioning information of the user as much as possible according to the discontinuous part between other travel modes and the historical average speed, so as to reduce the hidden danger of epidemic situation diffusion;
preferably, the loss of the real-time positioning information data part in a certain period of time caused by the power shortage and halt of the mobile phone of the user in midway is easily discovered by a data analysis and control end of a disease control center, when the user discovers that the mobile phone of the user is powered on after power shortage and generates new real-time positioning information, or a first-line basic epidemic prevention and control personnel checks that the mobile phone of the user is powered off and powered off in places with large flow of people, traffic hubs or entrances and exits of new villages and small towns to assist the user in charging and generating new real-time positioning information, the disease control center informs the user to fill in a table in detail or communicates with the first-line basic epidemic prevention and control personnel, the disease control center can give the time for powering off and powering on the mobile phone of the user again, and the user fully recalls the real-time actual condition when the data is distorted or omitted and answers and proves the real-time actual condition, and reca, The time history and where are detained, what activities are met and people possibly closely contact with the activities are proved as much as possible, the information is uploaded to a data analysis and control end of a disease control center, the information fed back after the data analysis and investigation of the disease control center is matched according to the corresponding vehicle information and the real-time positioning information data feedback of other persons taking the vehicle, the accuracy of the subsection time of the information is determined, the discontinuous parts between non-vehicles are matched according to other travel modes and historical average speeds, the real-time positioning information of the completion user is corrected as much as possible, and the hidden danger of spreading of the epidemic situation is reduced.
An infection epidemic situation multivariate accurate management and control system comprises an epidemic situation infection triggering mechanism, wherein the elements of the epidemic situation infection triggering mechanism comprise an infection mechanism triggering place, a ventilation sealing degree coefficient of the triggering place, a real-time concentration coefficient of infectious germs or viruses, a mode of contacting infectious germs or virus vectors, and time of continuously contacting the infectious germs or viruses; the epidemic infection trigger has to have a trigger place, which can be a square, a road, an open space, a relatively independent closed or open space, a tool or a room, and the potential infected person must stay in the place for a certain time, the detention time is greatly influenced by the closure and the ventilation degree of the place, the more closed, the less sufficient ventilation is, the larger the infection coefficient is, the shorter the detention time of the trigger infection mechanism is, meanwhile, the content of the germs or viruses continuously contained in the place in the detention time is at least more than the upper limit of the immunity of the weak people, the trigger mechanism is considered to be established for the epidemic infection, the potential infected person is at least considered to be a germ or virus carrier, needs to be in-hospital isolated observation or self-isolated observation at home to avoid cross infection of other healthy people, otherwise, the potential infected person is considered to be a non-germ or virus carrier, except for necessary attention to epidemic prevention and education, according to the treatment of free non-epidemic safety personnel without any limitation, as shown in figure 2 and figure 3.
Preferably, the infection trigger pattern of the epidemic infection trigger mechanism comprises: the infection triggering mode of the patient, suspected infector, germ virus carrier and suspected carrier is captured and confirmed, and the infected persons or potential carriers with different infection risk coefficients are traced through the triggering mode, so that the method is favorable for accurately analyzing and controlling the epidemic situation transmission analysis, acquiring the list of the personnel involved in the danger, accurately implementing hierarchical control and prevention measures, clearing epidemic situation prevention dead corners, preventing the spread of the epidemic situation, and disturbing residents to the minimum degree, and has great significance.
Preferably, each triggering necessary condition of the epidemic infection triggering mechanism is set with a corresponding infection coefficient for analyzing the magnitude of the infection power and determining whether the infection mechanism is triggered, different epidemics are directed against different infectious germs or viruses, the infection coefficients of different infectious germs or viruses are different, and the infection is determined by a specific infectious germ or virus infection experiment; the infection coefficient is influenced by a plurality of factors and is divided into a dynamic coefficient or a static coefficient, if a closed space of ventilation equipment adopts the dynamic infection coefficient, a non-ventilated closed space adopts the static infection coefficient, the more serious the symptoms of an infected patient or a carrier are, the longer the time of staying in a place is, namely the more the scattered germs or viruses are, the more the environment is closed, the more the ventilation is bad, the higher the infection coefficient is, the calculation is carried out through an infection model, when the number of the germs or the viruses distributed by program simulation reaches a certain limit value, namely the corresponding infection coefficient reaches or exceeds the certain limit value, the infection mode is started, the good ventilation degree of the place and the infection coefficient can be greatly reduced by disinfection and epidemic prevention measures; obtaining a final real-time infection coefficient under the combined action of a plurality of factors influencing the rise and fall of the infection coefficient, wherein only the final real-time infection coefficient of the current place is higher than a limit value, and the residence time of the personnel which generates intersection with the place in the place exceeds the minimum infection duration time, the people are considered to be successfully infected, otherwise, the people are considered to be not infected; the infection coefficient is generated according to the contact position and the contact time of the object contacted by the patient or the carrier and the discarded garbage, and the change principle of the infection coefficient is the same as that of the place.
Preferably, each triggering requirement of the epidemic infection triggering mechanism is set with a necessary infection duration corresponding to an infection medium, a pathogen and virus patient or carrier contacts with a site environment or an article for a long time to become a high-risk infection medium with different infection coefficients, such infection medium includes the pathogen and virus patient or carrier, a residence site, an article used and discarded garbage, polluted air or space, different corresponding necessary infection durations of different infectious germs or viruses are different, the necessary infection duration is inversely proportional to the infection coefficient of the high-risk infection medium, the higher the infection coefficient is, the shorter the necessary infection duration is, and the setting of the specific necessary infection duration value needs to be determined by a specific infection germ or virus infection experiment. The epidemic situation determination and control steps are shown in fig. 4.
A multi-element precise control system for infection epidemic situations comprises a real-time positioning data packet fuzzification processing technology, when processing and calculating a real-time speed vector and an acceleration, accurate real-time positioning information is needed, the smaller the time interval is, the higher the positioning precision is, the better the effect is, when analyzing the user's trip behavior and judging the transportation means used by the user, the real-time positioning data packet can not adopt the fuzzification processing technology, but in an infection request mechanism, the contact duration is important in a certain area range, the contact duration is not sensitive to the positioning precise time and the positioning precision value, the fuzzification processing technology can be adopted, the maximum non-contact infection distance is taken as a radius, the minimum contact time capable of causing infection is taken as a time interval, the fuzzification of the user is preferably taken as a time interval from 0.5 to 10 minutes, and the positioning radius is taken as from 1 to 15 meters, the coordinate values for drawing are rounded by taking time intervals or positioning radiuses as reference bases, the user real-time positioning track graph is subjected to fuzzification processing, the lines of the user real-time positioning track graph are converted into continuous wide line segments, all historical real-time positioning data are collected, the data operation amount is greatly reduced, the accuracy of infection solution is greatly improved, and a large number of space-time cross points of the track graph without infection opportunities are eliminated, as shown in fig. 18-20 and fig. 21-23.
Preferably, when the real-time positioning data packet data fuzzification processing technology is used for processing a user real-time positioning track graph, 1-2 times of analysis data can be increased by adopting a two-way method, so that the analysis accuracy is improved, and analysis omission or distortion caused by too small data quantity available for analysis is avoided; the two-leaning method comprises the following steps: when the actual real-time positioning data value is between two adjacent fuzzy data values after being collected, the actual real-time positioning data value is simultaneously included in the two adjacent fuzzy data values, when the actual real-time positioning data value is the same as the fuzzy data value after being collected, the actual real-time positioning data value is also simultaneously included in the two adjacent fuzzy data values besides the data of the collection body, when a user real-time positioning track graph is processed by adopting a two-way method, a track graph is converted into a track dot matrix graph, the data of coordinates and time of dot matrix positions are particularly suitable for being drawn without drawing, numerical values are directly compared, the background can automatically capture a collection conveniently, infectious places and infectious contact hidden dangers can be rapidly and accurately captured, and the dynamic generation, development and operation trends of epidemic situations are analyzed, as shown in FIGS. 18-20 and 21-23.
Preferably, the user real-time positioning track map includes historical positioning coordinate information and time information corresponding to the historical positioning coordinate information, the same coordinate information may correspond to a plurality of time information at the same time, when the number of the time information is greater than 1, the fixed-point detention is regarded as the fixed-point detention, the number of times is counted by taking the time interval as a base number, the detention time is calculated, the positioning coordinates are drawn on a map, the actual positioning position is consistent with the position on the map, and the coordinate points are distinguished by different detention time marks, as shown in fig. 24.
Preferably, the coordinate points of the user real-time positioning trajectory graph adopt circular points, numerical values, cylinders or stacked weights, the coordinate points are drawn by residence time marks capable of marking different shapes or colors, the longer the residence time of the coordinate points is, the distinguishing marks are marked by the depth of color, the diameter of the circular points, the size of the numerical values, the height of the cylinders and the thickness of the stacked weights, and when the residence time is less than a certain lower limit numerical value, the mark is marked by the coordinate points with lighter color or higher transparency or is directly hidden so as to show unobtrusive, non-important and invisible meanings; when the retention time is higher than a certain upper limit value, a coordinate point with darker color or zero transparency is used for marking to show the meanings of special striking, important and needing detailed observation and analysis; when the retention time is higher than a certain upper limit value, a coordinate point with darker color or zero transparency is used for marking to show the meanings of special striking, important and needing detailed observation and analysis; when the residence time is within a certain interval between the lower limit value and the upper limit value, the degree of saliency is generally between the two.
An infection epidemic situation multivariate accurate management and control system comprises a real-time positioning data packet reading technology, and can calculate, solve and draw historical instant velocity vectors and acceleration of a user according to positioning displacement and time difference among real-time positioning information; further, the movement tool and the movement behavior of the user are judged, and the exercise amount, the physical consumption and the cost (such as tickets, oil money and entrance tickets) of the user are further analyzed, so that the important significance is provided for accurately analyzing the existence of the infection places and the infection mechanisms, as shown in fig. 5-9.
Preferably, according to the positioning space value and the corresponding time value of the historical real-time positioning information, a certain time interval can be used as a reference, the value of the subsequent historical real-time positioning information is subtracted from the value of the prior historical real-time positioning information to obtain a difference, the displacement vector of the user in the time interval is obtained, the time interval is divided by the displacement vector to obtain the velocity vector of the user, after the velocity vector values of a plurality of continuous time intervals are calculated, the certain time interval is used as the reference, the prior velocity vector value is subtracted from the subsequent velocity vector value to obtain a velocity change value, and the velocity change value is divided by the time interval to obtain the real-time acceleration of the user; according to the acquired historical real-time positioning information and the calculated speed vector, displacement and acceleration data, a historical moving track graph, a speed-time relation graph, an average speed graph, a displacement graph, an acceleration-time relation graph of the user can be drawn, and the frequent activity places, travel routes, transportation modes, whether the user is at home or out, whether the user is at work, leisure or rest can be accurately read out through reading or data analysis, as shown in fig. 25-28 and fig. 5-9.
Preferably, according to the historical movement track graph and the speed-time relation graph of the user, the acceleration-time relation graph can be used for reading the places where the user frequently moves, and the places where the user frequently moves can be accurately judged to be the workplace, the rest place or the entertainment and leisure shopping place by combining the work and rest habits of people, wherein the specific reading method comprises the following steps: capturing an area with relatively dense positioning information, concentrated data and high speed, wherein the accumulated detention time of the area is between 10 minutes and 16 hours, according to a building group corresponding to a positioning position on a map and a common daily work and life rest habit, the working place, rest and living place, shopping place, entertainment and fitness place, temporary detention place of a user, and a travel route and a travel mode connecting different places can be accurately analyzed, generally non-intimate contact and face-to-face conversation are realized, the same time of an infection opportunity is generally more than 10 minutes, if the non-intimate contact and face-to-face conversation are obtained through experiments, the time of the continuous concurrent detention of the infection opportunity is at least t minutes, the accumulated detention time of the interval can be set above t minutes, so as to analyze and screen places with different risks of pathogenic viruses, all this helps to analyze and manage the spread of the epidemic, as shown in FIGS. 10-17.
Preferably, the workplace and the rest residential place of the user are accurately analyzed, people usually stay in the rest residential place for 4-24 hours every day, usually stay in the fixed workplace for 6-16 hours, people who are not fixed workplace can always stay in a certain place more than 2 times when working, each time lasts more than 5 minutes, the stay time of the working time in the fixed place per day is less than 6 hours, the road running time in the non-stay state exceeds 3 hours (such as couriers and waiters), the conclusion can be immediately obtained by means of the building mark of the map positioning position without the help of the building mark of the map positioning position, the workplace and the rest residential place of the user can be accurately analyzed according to the periodic appearance frequency and duration rule of more than 7 days, and the leisure shopping place, the user, the rest residential place and the user can be accurately analyzed after the people who are not fixed workplace are removed, The system comprises client places (shops, workshops and express delivery cabinets) and temporary detention rest places (drivers stop for rest, people and the like), is beneficial to epidemic situation management and control, timely and fast discovery of pathogen and virus infection hotspots, timely epidemic prevention measure treatment, accurate capture of high-risk infected personnel, accurate reasonable epidemic prevention measure taking, timely notification of near-warning personnel to be not close to or detained at the infection hotspots, notification of people working or living in the infection hotspot area to take epidemic prevention measures, and office work and self-isolation observation.
Preferably, according to a historical travel track graph, a speed-time relation graph, an acceleration-time relation graph, numerical values of instant speed and acceleration and time for continuing traveling at a certain speed of the user, a traveling mode and a vehicle of the user can be read, all positions with continuous detention time exceeding 5 minutes in a small range (within 100 square meters) are regarded as places, otherwise, the positions are regarded as traveling states, when the magnitude of the instant speed value of the traveling and the time for maintaining the speed are more than 2 minutes, the traveling is divided into more than five levels, the instant speed interval of one level is 0-2.5 kilometers per hour, and the suspected leisure walking entertainment is realized; the second-level instant speed interval is 2.5-6 km/h and is suspected of walking or body-building running and low-speed running of non-motor vehicles or motor vehicles on a crowded road section, and the third-level instant speed interval is 6-30 km/h and is low-speed running of the non-motor vehicles or the motor vehicles on the crowded road section; the four-level instant speed interval is 30-100 km/h, and the motor vehicle runs; the five-level instant speed interval is more than 100 kilometers per hour, and is used for the high-speed running of motor vehicles, the running of trains, subways, high-speed railways, airplanes and other vehicles; wherein, the vehicle running at the speed of more than four levels is in a motor vehicle closed space detention mode, and all virus and germ infectant opportunities are people who contact with vehicles, persons who travel on the same journey and take the same passenger and waste garbage disposal paths; the column together with the patient is a first-class suspected infector or a germ and virus carrier, and the first-class suspected infector or the germ and virus carrier is informed to consciously notice a specified epidemic situation control place to carry out isolated observation; informing a first-line base epidemic prevention control personnel to contact and timely drive to the site according to the real-time positioning information and the user identification, advising to restrict a first-level suspected infector or a germ and virus carrier to a specified epidemic situation control site for isolated observation, and timely disinfecting and sterilizing the carried vehicles and tracking the environment for treating the garbage to carry out epidemic prevention measure treatment; the first-class suspected infectors or the germ and virus carriers continuously advise the forced trip, the first-class suspected infectors or the germ and virus carriers are classified as the second-class suspected infectors or the germ and virus carriers, and the second-class suspected infectors or the germ and virus carriers are informed to consciously carry out self-isolation observation at home; and informing a first-line base epidemic prevention control personnel to contact and timely drive to the site according to the real-time positioning information and the user identification, and advising, restricting and supervising secondary suspected infectors or germ and virus carriers to carry out self-isolation observation at home.
Preferably, when reading out user's mode of going out and vehicle, can accurate judgement user's mode of going out, discern epidemic situation infection diffusion hidden danger, take measures and remedy, the method is as follows: the average speed of the user is below 6 km/h in a period of time, the speed peak value is always below 6 km/h, the average acceleration is almost zero, and the acceleration peak value is below 6 km/h, so that the user can be considered as not running or running at slow speed without other vehicles; the average speed of the user is below 6 km/h in a period of time, when the instant speed peak value exceeds 6 km/h, the acceleration peak value is above 15 m/s even if the duration time is only 0.2-2 s, the user can be considered to be using a non-motor vehicle or a motor vehicle to drive at low speed, although the average speed is not increased, the user can be synchronous with the walking speed of the user, but the possibility of walking of the user can be sufficiently eliminated because the instant speed peak value or the acceleration peak value exceeds the conventional limit of the human body; if the instant speed peak value is more than 30 km/h or the acceleration peak value is more than 80 m/s at the moment, even if the duration time is only 0.2-2 s, the motor vehicle can be directly judged to be adopted for traveling, and the speed performance or the acceleration performance of the motor vehicle exceeds the capability of a non-motor vehicle under the conventional condition; similarly, when the average speed of the user is between 6 km/h and 30 km/h within a period of time, capturing the instant that the instantaneous speed peak value is more than 30 km/h or the acceleration peak value is more than 80 m/s, if so, determining that the vehicle is a low-speed driving vehicle, and if not, determining that the vehicle is a normal driving non-vehicle; the situation that the instantaneous speed or the instantaneous acceleration is suddenly increased for a short time by accidental trip is inevitable when the motor vehicle runs at a low speed, although the average speed is not increased, the speed can be synchronized with the running speed of the non-motor vehicle; if the average speed of the user is more than 30 km/h within a period of time, the user is considered as motor vehicle driving; when the user's vehicle is manually walking, the infection object is the staying person in the same place, the person in the same row or the person contacting with the article waste who is not self-epidemic prevention, the infection mode is the arbitrary staying place for more than 5 minutes, or the accompanying people for more than 5 minutes and the discarded waste on the road; when a user's vehicle is driven by a non-motor vehicle, the infection mode is that the user stays in a place for more than 5 minutes arbitrarily and wastes discarded on the road, and the infection objects are persons staying in the same place, persons in the same row or persons contacting articles and wastes without self-epidemic prevention; when the vehicle of the user is a motor vehicle, the infection object has an infection chance of more than 5 minutes, any person staying in the motor vehicle or a person contacting with articles in the vehicle can be infected by the vehicle and the articles in the vehicle; other unrelated persons are considered to have no chance of infection, and even if the overlapping positions of the real-time positioning tracks in the intersection obtained by analysis are more and the overlapping time is longer, the overlapping positions can be directly eliminated to avoid accidental injuries, as shown in fig. 10-17 and fig. 27-29.
Preferably, when interpreting the travel pattern and the vehicle of the user, a speed inflection point may be captured, the speed inflection point including: the speed is zero, 2.5 km/h, 6 km/h, 30 km/h, 50 km/h, 100 km/h, 200 km/h; when the average speed of a user in travelling is less than 30 km/h, the user can capture the value that the instant speed exceeds the average speed and is greater than the value of one inflection point above the average speed, and can judge that the user is a travelling tool mode with a higher speed, the closed travelling tool can increase the infection opportunities of members in a closed space and eliminate the infection opportunities of the members outside the closed space, and the potential carriers of germs and viruses can be accurately identified to prevent the spread of epidemic situations.
Preferably, when the travel mode and the transportation of the user are read, the transition of the travel tool of the user can be identified by capturing the speed inflection point, when the user changes the travel tool, the speed inflection point with zero speed and lasting detention time of more than tens of seconds is inevitably generated, for example, the average speed before and after the inflection point is changed in a grading way, or the acceleration exceeds the value of the average speed inflection point of the transportation judged before the inflection point, the change of the transportation tool can be judged, for example, when a working place walks to a bus station, a bus is changed, a non-motor vehicle is ridden, a non-motor vehicle is changed, and the vehicle returns to the living place, all the positioning positions in the working place are inevitably dense, the station platform lasts for a long time, the average speed is lower than 2.5 km/h, then the linear extension of the positioning position is carried out, the average speed is lower than 6 km/h, and the time and the position of walking to the bus position are continuously and uniformly changed, the method can judge that the user walks by using manpower currently, then when waiting for a bus and getting on the bus, a turning point with the speed of more than 10 seconds and the average speed of close to zero inevitably occurs, after getting on the bus, the peak value, the average speed and the acceleration change of the instant speed can be greatly improved, any data breaks through the corresponding numerical value of the motor vehicle, the user can be judged to be currently using the motor vehicle for going out, the bus stops and stops, passengers get on and off the bus, each station has a speed turning point with the speed of zero pause, the user does not get off the bus, more than one instant speed peak value, the acceleration change and the average speed value at two sides of the turning point inevitably can be included in the classification of the motor vehicle, namely, the user continues to use the motor vehicle for going out, the user gets off the bus at a speed turning point with the speed of zero and walks to a non-motor vehicle, and has a, then the vehicle is ridden, the immediate speed peak value, the acceleration change and the average speed value which follow the change are changed into a data curve mode which accords with the non-motor vehicle, then the data curve mode is changed into a walking mode after the inflection point is zero, the positioning track extends to the living place of the user, then the data analysis condition that the positioning position is denser, the duration is longer and the average speed is lower than 2.5 kilometers/hour is presented, if the user is a patient adopting the protective measures, all passengers in the working place, the living place, the road section point or the shop service center with longer detention time in the walking stage, the bus transfer station and the bus after getting on the vehicle, all the passengers and garbage disposal contacters before the patient or the carrier gets on the vehicle and the bus is subjected to the anti-epidemic treatment measures, and all the objects and places are the infection source and all the passengers and garbage disposal contacters before the bus is subjected to the anti-epidemic treatment, All the personnel are first-class suspected infectors or germ and virus carriers, infection early warning is started immediately, and the first-class suspected infectors or germ and virus carriers are informed to consciously notice a specified epidemic situation control place to carry out isolated observation; and informing a first-line base epidemic prevention control staff to contact and timely drive to the site according to the real-time positioning information and the user identification, and advising to restrict the first-level suspected infectors or the germ and virus carriers to a specified epidemic situation control site for isolated observation, as shown in fig. 27-29.
Preferably, the technology comprises a real-time positioning data packet interpretation life rule interpretation technology, historical real-time positioning information of multiple days is analyzed according to the rules that the time daily cycles of work, life rest and leisure entertainment of various personnel are similar and different, data analysis of the multiple days is obtained, the rules are searched by taking the days as units, the work and rest time, the workplace, the activity interval, the leisure and shopping place, the travel transportation tool and the high-frequency activity place of the user can be accurately analyzed, and life rule habits are correspondingly developed, so that the infection place and the infection mechanism can be accurately analyzed; people generally stay in living places and working places for a time far longer than other places, so that more days of analysis can determine that the areas with the most dense positioning positions and the longest residence time are the living places and the working places, the business residential buildings operating in 24 hours are the most difficult to judge, but according to the work time of administrative units, the work time of white shifts of companies, the work time rule of 12-hour black-white shifts or 8-hour-three shifts of factories, different work systems of 5-7 days per week and the condition that the positioning information of the sleeping time cannot be changed, which place is the living place, which place is the working place, when rest, when work, when shift is off, no time for going back to the living places for shopping and leisure, the travel rule, the travel time and the like can be accurately judged, and the real-time positioning change of the corresponding diet time is carried out, the dining place and the eating rule of the user can be analyzed, and more other rules and user habit information can be obtained through further detailed analysis.
Preferably, according to resident personnel and high-probability intersection opportunities of workplaces and living places, data of a plurality of people are combined, further detailed analysis can be carried out, interpersonal interaction conditions, enterprise work management and enterprise culture, family member habit hobbies, types of owned transportation tools, travel preference and public places frequently visited can be analyzed, the method is favorable for analyzing the daily behavior judgment method of pathogenic virus patients or carriers, various epidemic prevention control dead angles which are easy to be hopout are avoided, high-risk audience early warning is accurately carried out, the phenomenon that people who are far apart in the previous data analysis and have no intersection according to the previous trend is avoided, people who are irrelevant on the surface suddenly can come together from eight sides, all parts of the country and even abroad due to work relationship, interpersonal relationship, certain interest and/or peak meeting gathering suddenly, the method can return to the original life after completing the contact enough for infection, if the prior life work can not be accurately analyzed, monitored and early-warned, the patients which are not timely discovered, the first-stage suspected infectors or germ virus carriers which do not receive isolation observation and the second-stage suspected infectors or germ virus carriers can realize the large-scale multi-point blossoming which can not be traced through the activities, the disordered explosive development of the epidemic situation can be caused, the undifferentiated sealing of the whole area, the whole city, the whole province, the whole country and even multiple countries can be caused, the mode of the excessively over-excited epidemic situation prevention and control can be entered, the public resources, the shortage of materials and talents can be greatly wasted, the economic activity can be stopped, and various abnormal losses can be caused, so the early warning and the tracing are very important.
Preferably, after the residential site and the workplace are analyzed, the possible spread range of the epidemic situation is easily defined, and forms accurate control, is connected with frequent and periodic places outside the residential places and the workplaces, and places where the probable residence is the places where the users and family members grow to be used to frequently visit are confirmed by data analysis or epidemic questionnaire, the hobby habits of the user can be obtained, the law of the activities of other family members can be obtained through the intersection law of the places, can analyze potential intersection infection crowd and epidemic situation diffusion mode, trace back the influence generated by remedying infection sources, warn potential intersection staff to avoid places which are not subjected to sufficient epidemic prevention treatment and prevent epidemic situation diffusion, meanwhile, the place does not need to be closed for too long time, and the daily work, entertainment and leisure life of the epidemic situation irrelevant personnel and the potential suspects of the non-virus germs are prevented from being influenced too much.
An infection epidemic situation multi-element precise control system comprises an elimination technology of an epidemic situation infection intersection result, a data analysis elimination method, a multi-party connection confirmation elimination method, a conventional big data analysis method, a track map intersection method and a smart city analysis method, wherein serious infection data omission exists and a large number of false judgment results that infection relations can not exist actually exist are obtained, the track map intersection method of a positioning position is adopted to obtain the false and missed results, and the extreme condition is that a patient drives an automobile to continuously run around a city road and runs all corners of the city independently, but because the automobile door window is not opened in a certain place in a closed automobile and stays for a long time to generate places with infection mechanisms and contact, because of the isolation effect of an automobile closed space, the infection effect can not be generated with any person with intersection on the positioning track, namely, the number of people that the patient can be infected actually on the same day is zero, the conventional big data analysis method, the trajectory map intersection method and the smart city analysis rule can judge all people in the whole city as potential first-level suspected infectors or pathogen and virus carriers, the defects are obvious, the data are seriously distorted, similarly, the simultaneous detention time in the same place is taken as an intersection condition, the simultaneous constraint of time factors and place factors is provided, the data of intersection can be greatly reduced, the data of million-level intersection can be largely excluded into effective intersection of only thousands, hundreds, ten or even levels, the effective intersection of turning around of an individual-driven closed automobile is zero of one level, but if the simultaneous detention time in the same place is taken as the intersection condition, serious omission can exist, and in extreme cases, the virus and the pathogen are spread by patients, and the individual-driven closed automobile can take no protective measures in a large number of places where people are often detained for a long time, all public places are changed into the infection sources which can be infected with virus and germs after staying for a certain time, during the period of manufacturing the infection sources, no any person happens to exist in hundreds of meters around the public places, so theoretically, the number of people with intersection with the public places in space-time is zero, namely, the infection probability which can be captured is zero, in fact, people in all cities can be infected by the public places, so that the intersection which is only staying for a certain time at the same place can have serious data loss, innumerable potential first-level suspected infectors or germ virus carriers are wrongly eliminated, a reasonable infection mechanism triggers an intersection seeking mode, and the reasonable elimination mode of intersection after the intersection is the most important of accurately controlling the epidemic situation, the infection mode is triggered through the continuous staying time of the patient in the places, articles contacted by the patient and discarded garbage, and the continuous staying time in the places is taken as an intersection seeking method, the method can acquire data intersection which contains a large number of misjudgments and can contain all suspected infectors or germ and virus carriers, then adopts the elimination technology of epidemic situation infection intersection solving results, adopts a data analysis elimination method and a multi-party connection confirmation elimination method, can eliminate the misjudgments to the maximum extent, accurately acquires the primary suspected infectors or germ and virus carriers, immediately starts infection early warning, and informs the primary suspected infectors or germ and virus carriers to consciously reach the specified epidemic situation control place for isolated observation; informing a first-line base epidemic prevention control personnel to contact and timely drive to the site according to the real-time positioning information and the user identification, advising to restrict the first-level suspected infectors or the germ virus carriers to a specified epidemic situation control site for isolated observation, and submitting the second-level suspected infectors or the germ virus carriers on the basis of the isolated observation, and informing the second-level suspected infectors or the germ virus carriers to consciously carry out self isolated observation at home through infection early warning; and informing a first-line base epidemic prevention control personnel to contact and timely drive to the site according to the real-time positioning information and the user identification, and advising, restricting and supervising secondary suspected infectors or germ and virus carriers to carry out self-isolation observation at home.
Preferably, the elimination method of the epidemic situation intersection result includes an elimination method that after the precision of the real-time positioning data is adjusted, intersection is not generated in the precision range any more, for example: the positioning accuracy is changed from 100 meters at a site level to 10 meters at a movable tool level or 1 meter at a walking individual level, and because mass data of 98-99.99% are eliminated by long-time intersection at the same site, the calculation amount of accuracy adjustment of intersection results is small, and more accurate intersection and impurity removal are facilitated.
Preferably, the data analysis and elimination method includes judging the trip state of the user individual by using the speed peak value, such as walking, riding non-motor vehicles or riding motor vehicles, and judging the enhanced infection probability in the natural isolation region in the data intersection and eliminating the data outside the natural isolation region, such as natural isolation between isolation packages and between motor vehicles, and even if the intersection is retained for a long time in accordance with the contract place, the intersection should be directly eliminated.
Preferably, the multiparty contact confirmation and elimination method comprises the steps of investigation and confirmation by telephone, instant network communication software, questionnaires and epidemic situation control personnel, interception by intersection between the generation of an infection source and remedial measures for cleaning, sterilizing and removing the virus epidemic situation, elimination by intersection at other times, confirmation of the closeness of the used transportation means to eliminate a large amount of infection possibility, contact confirmation of whether users in the intersection actively wear an epidemic prevention control tool, for example, users in the intersection actively wear the epidemic prevention control tool, or can eliminate a large amount of people who adopt the epidemic prevention measures, which can accurately eliminate a large amount of first-level suspected infectors or virus carriers needing to be isolated and observed in a specified epidemic situation control place, and simultaneously greatly reduce second-level suspected infectors or virus carriers needing to be self-isolated and observed at home, the control of accurate epidemic situation is realized, and the phenomenon that innocent people are injured in a large quantity and national economy is damaged in a large quantity and the daily production and life of people are not facilitated is avoided.
Preferably, the data cluster is a data cluster which calculates a real-time movement speed value and an average speed value of a mobile phone user within a certain time through real-time positioning information of the mobile phone, when the travel mode of the mobile phone user is judged to be a motor vehicle according to the speed values, positioning points extracted by comparing a plurality of time points are further judged, if the positioning positions of the mobile phone positioning information of more users at the same time point within a long time are relatively centralized and are always different by less than 5 meters, 30 meters or 100 meters, the mobile phone positioning information can be regarded as a car, a bus or a train high-speed railway carriage which the mobile phone user takes, and a specific vehicle type can be accurately analyzed according to a corresponding road or railway on a map of the real-time movement speed value peak value, the average speed value or the positioning information, the public transport means can trace back to the route and the shift of the vehicle, the motor vehicle is a relatively independent closed space, and the positions and the, the method can be regarded as a data cluster, one-time analysis is carried out as data, if a patient is confirmed on a vehicle, other passengers on the vehicle are simultaneously identified as a first-stage suspected infector or a germ and virus carrier, isolated observation is needed, and after the vehicle is traced, tracked and early warned that the passengers leave a vehicle, all tools and places which are caused by infection triggering due to long-time detention before the isolated observation or tools and places which can be detained for a long time are reserved before the isolated observation, the early warned other people are far away from or avoid their real-time positioning positions and do not contact with the vehicles for a long time, an infection mechanism is carried out for claiming to deal, and a second-stage suspected infector germ and virus carrier is obtained and isolated.
Preferably, the method also comprises a data cluster removing and judging method, a situation that part or all of the persons leave the motor vehicle and separate during the running of the road by using the users or passengers of the motor vehicle and part of the persons can also carry other motor vehicles, an inflection point with the instant speed of 0-6 km/h occurs at the moment, then the positioning information of part of the users in the data cluster is far away from the dense positioning area of most of the passengers in the original data cluster group, at the moment, the part of the users which are far away from the data cluster is stripped off, if the discrete users are transferred to other motor vehicles to continue traveling, the mode which is in accordance with the other motor vehicle data cluster is entered, the users are stripped off from the original data cluster, a new data cluster is added, a new round of infection mechanism triggering mode is started, through the tracking of the dispersion and joining modes of the data clusters, suspected persons or carriers of germs and viruses are easily traced back and found accurately, if the patient, suspected infector or germ and virus carrier still goes out and is not treated reasonably or observed separately, the system can give an early warning to intercept related personnel accurately in time, carry out epidemic prevention early warning and remedy, and inform all the people possibly to intersect with the system in time to trigger the infection mechanism, so that the people with infection risk can avoid the places in a certain period of time, and avoid the situation that the people are unconsciously coated in thin lining and become infected victims.
The utility model provides an infection epidemic situation pluralism accurate management and control system, including the infection epidemic prevention mode of uncertain incident, if there is the infectious disease patient in the foreign trip round or cross provincial border aircraft or cross country, other people are uncertain whether infected, whether be virus germ carrier, and it is incomplete to do not can trace back historical real-time positioning information data or trace back data forward, this part personnel group total amount is little, very concentrated, can directly send the patient among the passenger to special hospital and treat, other personnel then all regard as one-level suspected infectious disease person or germ virus carrier, separate with other people according to family member or close and sparse relation group, keep apart the observation and prevent and treat integrative operation in different independent spaces respectively.
A multi-element precise control system for infectious epidemic situations comprises data merging and analyzing measures when multiple mobile phones of mobile phone users are used simultaneously, a plurality of mobile phones or mobile phone numbers are used by a plurality of people simultaneously in real life, the users are distinguished by simply using mobile phone identification or mobile phone number identification, more data repetition and distortion exist, the data need to be merged, when the users carry more than two mobile phones with cards or one mobile phone with two cards and multiple cards simultaneously, except that a certain mobile phone is charged or a child temporarily plays, the real-time positioning information collected by a user client binding mobile phone card and mobile phone information at the rest time is basically the same, the distance of the plurality of people is changed all day by day, the real-time positioning information cannot be basically the same when eating, resting, going out or going to the toilet, if the real-time positioning information lasting for 2-10 hours of the two or more than two mobile phone numbers is basically the same, if the positioning positions are different and the distance is more than 100 meters all day long, the real-time users of more than two mobile phone numbers can be judged to be the same person currently or stored, and the data of the corresponding epidemic situations can be merged and used as one piece of data; if more than two mobile phone numbers have the basically same real-time positioning information lasting for 2-10 hours, then the corresponding numbers have obvious real-time positioning position change within a certain period of time, and the mutual positioning position distance is far more than 100 meters, the mobile phone is judged to be separated, the numbers far away from the living places and/or the working places of the users are regarded as loan-out and are used by the new users, the users and the new users have high risk of contact infection, the users are infected with viruses and germs, the infection early warning is started according to the fact that the new users are also infected with viruses and germs, the actual users need to be inquired and confirmed, and the new users are timely informed of seeing the specified epidemic situation control places to carry out isolated observation according to the real-time positioning information of the mobile phone numbers; informing a first-line base epidemic prevention control personnel to contact and timely drive to the site according to the real-time positioning information and the user identification, and advising to restrict new users to a specified epidemic situation control place for isolated observation; if more than two mobile phone numbers have the same real-time positioning information lasting for 2-10 hours, and then one mobile phone number has obvious real-time positioning position change in a certain period of time between the corresponding numbers, and the other mobile phone number has no change basically, the mobile phone is regarded as being stored in a fixed place, and the data is still merged when the mobile phone is actually charged or not in a use state.
Preferably, after the data are combined by a plurality of mobile phone and multi-card users at the same time for processing, the situation that the mobile phone is separated from the user or the mobile phone with the mobile phone number is temporarily lent to other people for use can occur, data distortion is easy to generate, and the mobile phone used in the way is also a potential infection source because the user himself does not have separability, for example, when the real-time positioning position deviation of more than two mobile phones and the corresponding mobile phone numbers thereof is more than 3-10 times of the positioning precision, and the mobile phones and the corresponding mobile phone numbers thereof are not in a static state, and when the user goes out in motion, the data combination binding is required to be removed for respective recording, the actual use condition of the mobile phones of the users is confirmed by the epidemic situation management center according to the mobile phone numbers or the instant communication account numbers of the users in time, the infection risks among the mobile phones or, the method can avoid misjudgment, confirm whether the mobile phone is lent or not, or leave a certain mobile phone in a vehicle, leave a certain mobile phone on the body, confirm the mobile phone number corresponding to the mobile phone of the original user, track the number corresponding to the separated mobile phone, can track the direction of the separated mobile phone in time according to the real-time positioning information of the separated mobile phone, intercept and take back the mobile phone, and make epidemic prevention and control remedial measures in time to avoid spreading the epidemic or infecting the user.
The utility model provides an accurate management and control system of many units of epidemic situation of infecting, includes that the cell-phone user does not treat the epidemic situation measure and with the measure of handling of epidemic situation early warning according to epidemic situation prevention and control measure operation requirement, the user does not cooperate the epidemic situation prevention and control measure operation to divide into according to the requirement: the careless miss-unmatched situation, the current condition not meeting the unmatched situation, the unmatched situation caused by the accident situation, the situation of paying attention to the lucky psychology, the situation of neglecting to refuse to execute and the situation of craftwork resisting to destroy to execute; according to different actual situations, the method and the system are distinguished and treated, and timely assist the mobile phone user to complete epidemic prevention treatment measures and remedial measures according to requirements, restrict, limit, forcibly isolate and punish people who do not want to cooperate and deal with passively.
Preferably, the situation that the operation user is carelessly lost and not matched without matching with the epidemic situation prevention and control measures according to the requirement is treated differently when the current condition does not meet the situation that the matching cannot be performed and the situation that the matching cannot be performed is caused by an accident situation, so that the mobile phone user is assisted to complete epidemic prevention treatment measures and remedial measures according to the requirement in time; the situations that the matching is not careless, the current conditions are not satisfied and the matching cannot be realized due to unexpected conditions comprise similar reasons that the time is neglected, misunderstood or forgotten before going out, and as a result, the mobile phone is not provided with tools corresponding to self-epidemic prevention measures and cannot be purchased, the hands are absent, omitted or insufficient, and the first-line basic epidemic prevention control personnel are treated differently according to the actual conditions; personnel without the mobile phone are provided with a passage instruction including a starting place and a target place for returning to a mobile phone storage place by a first-line basic epidemic prevention control personnel to take the mobile phone, and the personnel are enabled to return to take the mobile phone so as to avoid repeated interception by other first-line basic epidemic prevention control personnel in the midway; the tools corresponding to the self-epidemic prevention measures are lack or insufficient in reserve or temporarily used up or not meeting the requirements, and the first-line basic epidemic prevention control personnel assist the user to complete epidemic prevention treatment measures and remedial measures according to the requirements according to actual conditions, register and issue epidemic situation prevention and control substances temporarily lacking in the user, conduct criticizing education, and provide charging opportunities or register and issue or rent the charger when the mobile phone of the user is powered off.
Preferably, when the user is not operated according to the requirement and is operated to neglect the situation of gambling spirit and neglecting the situation of not executing, the first-line basic epidemic prevention control personnel carry out criticizing education according to the actual situation, assist and restrict the personnel to complete epidemic prevention treatment measures and remedial measures as required, and the virus is registered in a book, the risk of spreading the epidemic situation is possibly caused by the detailed inquiry and the trace, the virus is still unwilling to be fully matched through the patience advice education or is not obviously improved by being registered in the book for a plurality of times, the virus is regarded as a first-class suspected infector a germ and virus carrier, is forcibly brought to a specified epidemic situation control place for isolated observation and is penalized for warning, and on the basis, the second-level suspected infectors or the germ and virus carriers are handed out, and the second-level suspected infectors or the germ and virus carriers are informed to consciously carry out self-isolation observation at home through infection early warning.
Preferably, when the user is not operated according to the requirement with epidemic situation prevention and control measures, and is crafted to resist damage and execute, the first-line base epidemic prevention and control personnel timely restrict, limit, forcibly isolate, punish the personnel who are unwilling to cooperate, act overstimulation and deal with passively, regard the personnel as the first-level suspected infectors or pathogen virus carriers, forcibly bring the personnel to the appointed epidemic situation control place for isolation observation, punish the personnel for warning, ask the second-level suspected infectors or pathogen virus carriers on the basis of the personnel, and inform the second-level suspected infectors or pathogen virus carriers of self-consciously performing self-isolation observation at home through infection early warning.
The invention has the beneficial effects that:
the invention has meticulous logic thinking and unique eyesight, collects the least basic data, deeply decodes the secrets behind the data through a plurality of data analysis and decoding means, adopts the original design to prevent the deep blocking of the surge of a huge amount of vehicles, implements the information behavior analysis and judgment technology of intelligent high-speed dismissal ordered traffic of unmanned command, combines the infection triggering mechanism of infectious diseases and the least accurate communication, early warning and control method, can accurately carry out infection traceability, epidemic situation outbreak prevention and diffusion early warning, optimally distributes epidemic prevention and control personnel and epidemic prevention and control resource materials, realizes accurate control, avoids the provincial and rural areas, seals, is simple, rough, disordered and low-efficiency control modes, and greatly reduces the loss of national economy and individual collective.
The invention has high data security level, can fully protect the privacy of the user, only stores encryption block chain technical information which is difficult to crack in the client of the user, the decoding mode is separated from the user, only the data analysis client of a disease control center has the decoding mode, and even if the real-time positioning data of the user is leaked, no special complex data analysis judgment logic and software intelligent analysis method are provided, messy massive position data cannot help decryption to do anything, and the deep analysis and rule reading technology of the data and reasonable calculation method intelligent judgment logic thereof are important.
The foregoing is a summary of the present invention, and in order to provide a clear understanding of the technical means of the present invention and to be implemented in accordance with the present specification, the following is a detailed description of the preferred embodiments of the present invention with reference to the accompanying drawings. The detailed description of the present invention is given in detail by the following examples and the accompanying drawings.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the invention and together with the description serve to explain the invention without limiting the invention. In the drawings:
FIG. 1 is a software architecture diagram of the present invention;
FIG. 2 is the main influencing factor of the infection trigger mechanism of an epidemic area according to the invention;
FIG. 3 is a schematic diagram showing the essential conditions for infection triggering in an epidemic area according to the present invention;
FIG. 4 is a flow chart of epidemic situation management and control according to the present invention;
FIG. 5 is a graph of time versus instantaneous speed as interpreted by historical real-time positioning information in accordance with the present invention;
FIG. 6 is a graph of time versus average velocity as interpreted by historical real-time positioning information in accordance with the present invention;
FIG. 7 is a graph of time versus acceleration interpreted from historical real-time positioning information in accordance with the present invention;
FIG. 8 is a user historical track location graph interpreted from historical real-time location information in accordance with the present invention;
FIG. 9 is a user activity venue route map interpreted from a user historical track location map in accordance with the present invention;
FIG. 10 is a time versus ordinate trace plot read from a user historical trace location chart in accordance with the present invention;
FIG. 11 is a plot of time versus abscissa trace read from a user historical trace location chart in accordance with the present invention;
FIG. 12 is a schematic diagram of an intersection of a graph of time and ordinate trajectories between users involved in the present invention;
FIG. 13 is a schematic diagram of an intersection of time and abscissa plots of traces between users involved in the present invention;
FIG. 14 is a schematic diagram of ordinate continuous intersection and overlap duration between users to which the present invention relates;
FIG. 15 is a schematic diagram of abscissa sequential intersection and overlap duration between users to which the present invention relates;
FIG. 16 is a schematic view of location validation for calibrating user ordinate continuity intersections in accordance with the present invention;
FIG. 17 is a schematic illustration of location validation for calibrating user abscissa continuum intersection in accordance with the present invention;
FIG. 18 is a schematic diagram of the raw data trace of the present invention for the precision-free fuzzification of data using a two-way method;
FIG. 19 is a schematic diagram of the accuracy adjustment of the present invention for the two-way method of accurately fuzzifying data;
FIG. 20 is a schematic diagram of a sequential point interpolation using a two-way method to facilitate fast contrast data intersection according to the present invention;
FIG. 21 is a schematic diagram of an accurate trace of a user's activity interpreted from raw data using a two-way method according to the present invention;
FIG. 22 is a schematic diagram of an exemplary precision adjustment for blurring a precise trajectory of a user's activities by a two-way method;
FIG. 23 is a schematic diagram of fast inter-continuous interpolation using two-pass blurring without loss of accuracy according to the present invention;
FIG. 24 is a schematic three-dimensional coordinate diagram of a user activity location versus dwell time in accordance with the present invention;
FIG. 25 is an instantaneous velocity-time plot for analyzing velocity inflection points versus holdup operation in accordance with the present invention;
FIG. 26 is a schematic diagram of a method of the present invention for analyzing a user displacement vector and dwell time to identify a dwell location;
fig. 27 is a schematic diagram illustrating a travel mode in a user travel route analyzed by using a speed inflection point according to the present invention;
FIG. 28 is a diagram illustrating a user's trip behavior interpreted using a velocity inflection point according to the present invention;
FIG. 29 is a schematic diagram of an analysis of the trigger relationship between bolus generation, persistent mortality, and infection mechanism according to the present invention.
Detailed Description
The invention is further described with reference to the accompanying drawings in which:
referring to fig. 1 to 29, an infectious epidemic situation multivariate accurate management and control system comprises a user client and a data analysis management and control end, wherein the user client is provided with real-time positioning information acquisition software; the data analysis management and control end at least comprises a storage database module, a data analysis software module, a data interaction software module and an instruction sending and confirming module, processing and calculation are carried out through the data analysis software module, key features and/or data intersection are captured, epidemic situation management and control data are obtained, and epidemic situation management and control forces are guided, and departments and mobile phone users are matched to effectively prevent and control infectious epidemic situations.
In order to prevent emergencies, such as emergency evacuation transfer intelligent plans of urban-level huge crowd traffic streams, highly infectious diseases spreading epidemic situation plans, and various events needing fine analysis, tracing and early warning in smart cities, data participating in real-time positioning information can be used for analysis and deep interpretation, secrets hidden behind the data are returned, various optimal and accurate effective measures can be found, the minimum information data acquisition method, the minimum data acquisition amount and the minimum disturbance to people can be achieved, the individual privacy of a user can be ensured, and the accurate measures which can be selectively participated in by the individual in the whole process are very necessary. A large number of warning signs exist before various emergency situations occur, but the warning signs cannot be paid attention to effectively before the emergency situations occur, when the emergency situations occur, things are very bad, the situation that the emergency situations are outbreak and cannot be picked up by a conventional method is met, and a very aggressive method has to be adopted.
The specific embodiment is as follows:
example 1: case of pre-installing user client: the user client side is installed forcibly by administrative orders of government departments when the mobile phone is preinstalled before leaving a factory, the user calls for preinstallation correspondingly before emergency situations do not occur, or the emergency situations occur probably after the user judges for a certain time. The user client is always in an open state, before the user client formally enters an emergency, the user client can only activate a simple real-time positioning information acquisition module, the positioning hardware of the mobile phone is utilized to acquire real-time positioning information once every a period of time, the encrypted real-time positioning information is stored in a real-time positioning information data packet of the mobile phone client, or the encrypted real-time positioning information is stored in a secret way through a data link, in order to avoid the waste of excessive mobile phone memory space and burden, a data rolling storage mode similar to a driving recorder can be adopted, a data maximum accommodating space is set, after the space is full, the oldest data are covered by the newest data, rolling storage is carried out, the data accommodating space can be set according to the number of days which need to be traced forward for the epidemic situation, the sufficient data amount which can be used for analysis is ensured, after the emergency occurs, if the epidemic situation is confirmed to be developed initially, and, the disease control center requests approval from the administrative department, notifies all user clients in the range of the epidemic area after the disease control center obtains the approval, formally enters the epidemic area control mode, reminds the majority of users to cooperate with the epidemic area control, and actively takes various appropriate epidemic prevention treatment measures, such as: the method comprises the steps of leaving few doors, gathering few parties, washing hands with running water frequently, wearing a mask and spraying frequently to prevent the mobile phone from being infected by accident, reminding a user to keep the mobile phone in an open state, ensuring that previously stored historical real-time positioning information and currently newly generated real-time positioning information can be uploaded to a data analysis control end of a disease control center in time, prohibiting the mobile phone from being lent to other people for going out, and if necessary lending to other people or the mobile phone is powered off due to power shortage and has no charging condition, needing to make information records, beginning to memorize all things which are not in living places and working places when the mobile phone is not around, and leaving as much as possible a certificate to supplement data lost by a mobile phone client after the mobile phone is normally used around. The data analysis and control end of the disease control center starts to input information of patients or suspected patients, calls corresponding historical real-time positioning data packets, conducts decryption analysis, draws a historical travel locus diagram of the patients or suspected patients through data analysis, commands a first-line base epidemic prevention control staff to conduct epidemic prevention remedial measures along the historical travel locus diagram of the patients or the suspected patients, such as epidemic prevention measures and infection conditions of cleaning, disinfecting, sterilizing and additional garbage cleaning staff and tools for long-time tracking and monitoring, calculates historical instant speed vectors and acceleration conditions of users through time difference among data of historical real-time positioning information and displacement of positioning positions, draws a user speed-time relation diagram, an average speed-time relation diagram and an acceleration-time relation diagram, and runs at an approximate constant speed according to instant speed peak values, average speeds and the time of near constant speed, the method comprises the steps of calculating and analyzing travel modes and transportation means of a user according to the continuous residence time and the like of a dense area, combining data to form an intersection, generating temporary or long-time data group binding, and obtaining all infection sources with potential infection risks directly generated by the user, places where the user may discard rubbish, a contact person and a contact tool, wherein the contact tool is a part of all indirectly generated infection sources with potential infection risks. The method comprises the steps of taking all potential infection sources as infection triggering mechanisms to obtain a trading place, obtaining all crowds triggering the infection mechanisms according to generation and extinction mechanisms of the infection sources, calling a data interaction software module, timely notifying, inquiring, suggesting and confirming actual conditions of the crowds obtaining the trading, starting an exclusion mechanism for isolating and excluding travel vehicles, removing nonconnected spaces of residence places and removing by wearing epidemic prevention tool measures, removing crowds not meeting infection conditions, accurately screening crowds with high infection risks, and identifying the crowds as first-class suspected infectors or germ and virus carriers. Immediately starting infection early warning to inform a first-stage suspected infector or a germ and virus carrier to consciously observe a specified epidemic situation control place for isolated observation; and informing a first-line base epidemic prevention control personnel to contact and timely drive to the site according to the real-time positioning information and the user identification, and advising to restrict the first-level suspected infectors or the germ and virus carriers to a specified epidemic situation control place for isolated observation. Inputting a list of primary suspected infectors or carriers of the viruses of the germs, calling a historical real-time positioning information data packet of the primary suspected infectors or carriers of the viruses of the germs, informing and confirming the process that the primary suspected infectors or carriers of the viruses of the germs accept infection, and confirming the vehicles, the activity routes, the activity spaces and the like from the contact infection source to the isolated observation period.
Analyzing the historical real-time positioning information data packet of the first-stage suspected infectors or the germ and virus carriers, and drawing a historical real-time track graph and/or a running speed and time relation graph of the first-stage suspected infectors or the germ and virus carriers; capturing the dense positioning small-range space left by all the first-level suspected infectors or germ and virus carriers for a long time, and setting the space as a dangerous infection source path intersection set; the data interaction software module starts infection early warning to inform a front-line base epidemic prevention management and control person to timely drive to the site, dredge and limit nearby persons to enter a dangerous infection source region, quickly disinfect, sterilize and clean a dangerous infection source, and timely relieve the early warning of the dangerous infection source; the data interaction software module acquires the contact information of the crowd in the real-time positioning area, and timely gives an early warning to nearby personnel not to be close to the dangerous infection source or stay at the dangerous infection source for a long time. The method comprises the steps of infection transaction, setting minimum continuous contact time of infection, capturing people who continuously perform transaction with each other and people who stay in a high-risk infection source place for a long time for transaction, calling a data interaction software module, timely notifying, inquiring, suggesting and confirming the actual situation of the people who perform transaction, starting an exclusion mechanism of isolating and excluding travel vehicles, space non-communicating and excluding staying places and wearing and implementing epidemic prevention tool measures to exclude the people who do not accord with the infection conditions, accurately screening the people with high infection risk, and identifying the people as secondary suspected infectors or germ virus carriers. Inputting a list of secondary suspected infectors or germ and virus carriers, calling historical real-time positioning information data packets of the secondary suspected infectors or germ and virus carriers, informing and confirming the process that the secondary suspected infectors or germ and virus carriers of the patient receive infection, and confirming transportation means, activity routes, activity spaces and the like from the contact infection source to the isolated observation period. The data interaction software module starts infection early warning to inform a secondary suspected infector or a germ and virus carrier to consciously carry out self-isolation observation at home; and informing a first-line base epidemic prevention control personnel to contact and timely drive to the site according to the real-time positioning information and the user identification, and advising, restricting and supervising secondary suspected infectors or germ and virus carriers to carry out self-isolation observation at home. When the first-level suspected infectors or the germ virus carriers are diagnosed as patients, the second-level suspected infectors or the germ virus carriers obtained by correlation and intersection are automatically upgraded to the first-level suspected infectors or the germ virus carriers, the self-isolated area of the first-level suspected infectors or the germ virus carriers is marked as a dangerous infection source, the data interaction software module starts infection early warning to inform a primary epidemic prevention control personnel to timely drive to the site, dredge and limit nearby personnel to enter a dangerous infection source area, and quickly disinfect, sterilize and clean the dangerous infection source, bring the newly upgraded first-level suspected infectors or the germ virus carriers to a designated epidemic situation control place for isolated observation, and timely relieve the dangerous infection source early warning; the data interaction software module acquires the contact information of the crowd in the real-time positioning area, and timely gives an early warning to nearby personnel not to be close to the dangerous infection source or stay at the dangerous infection source for a long time. And (3) regarding the newly upgraded self-isolation place of the first-level suspected infector or the pathogen virus carrier, the transferred articles and the personnel, tools and places in the garbage treatment transfer link as a new dangerous infection source, performing epidemic prevention measure control, and submitting a new second-level suspected infector the pathogen virus carrier for self-isolation observation. When the first-level suspected infectors or the germ virus carriers are suspected to be removed and confirmed to be healthy people, the second-level suspected infectors or the germ virus carriers generated by the cross-over are all suspected to be removed and regarded as healthy people, and the disease control center notifies the people according to the user identification of the positioning information to hope that the suspicion of the carriers is removed, so that the people can move freely.
Example 2: case of afterloading the user client: after the emergency occurs, the disease control center requests the competent department for approval, and after the disease control center obtains the approval, the government department carries out administrative orders to install the emergency. The user client is in the open state all the time, before formally entering the emergency, can only activate simple real-time positioning information acquisition module, utilize the positioning hardware of cell-phone, gather real-time positioning information once at every interval period promptly, store in the real-time positioning information data package of cell-phone client after the encryption, the epidemic situation of infectious disease is tentatively confirmed and is broken out, the social epidemic situation management and control of start area scope, inform all user clients in the epidemic area scope, formally enter the epidemic area management and control mode, remind numerous users to cooperate the epidemic area management and control, initiatively take various suitable epidemic prevention treatment measures, if: the method comprises the steps of leaving few doors, gathering few parties, washing hands with running water frequently, wearing a mask and spraying frequently to prevent the mobile phone from being infected by accident, reminding a user to keep the mobile phone in an open state, ensuring that previously stored historical real-time positioning information and currently newly generated real-time positioning information can be uploaded to a data analysis control end of a disease control center in time, prohibiting the mobile phone from being lent to other people for going out, and if necessary lending to other people or the mobile phone is powered off due to power shortage and has no charging condition, needing to make information records, beginning to memorize all things which are not in living places and working places when the mobile phone is not around, and leaving as much as possible a certificate to supplement data lost by a mobile phone client after the mobile phone is normally used around. The data analysis management and control end of the disease control center starts to input information of a patient or a suspected patient, sufficiently inquires survey and confirmation, generates data, draws a historical travel locus diagram of the patient or the suspected patient, instructs a primary-level epidemic prevention manager to perform epidemic prevention remedial measures along the historical travel locus diagram of the patient or the suspected patient, such as epidemic prevention measures of cleaning, disinfection, sterilization and additional garbage cleaning personnel and tools and long-time tracking and monitoring of infection conditions, finds and determines various locus paths of the patient or the suspected patient, obtains all infection sources with potential infection risks directly generated by the drawn patient or the suspected patient, finds and determines places and contacts where garbage can be discarded, and uses the contact tools as all indirect infection sources with potential infection risks. The method comprises the steps of taking all potential infection sources as infection triggering mechanisms to obtain a trading place, obtaining all crowds triggering the infection mechanisms according to generation and extinction mechanisms of the infection sources, calling a data interaction software module, timely notifying, inquiring, suggesting and confirming actual conditions of the crowds obtaining the trading, starting an exclusion mechanism for isolating and excluding travel vehicles, removing nonconnected spaces of residence places and removing by wearing epidemic prevention tool measures, removing crowds not meeting infection conditions, accurately screening crowds with high infection risks, and identifying the crowds as first-class suspected infectors or germ and virus carriers. The subsequent operation flow and the like are the same as those in example 1, and will not be described in detail.
The invention avoids excessive epidemic prevention reaction, accurately locks virus and germs in a mode conforming to an infection triggering mechanism, does not need to be misjudged as other region characteristics completely not depending on the spectrum, such as identity card numbers, license plate numbers and the like, harms people with certain epidemic area marks without any risk in a cutting mode, and simultaneously avoids the people from panic abuse materials, wasting social resources, epidemic prevention materials and rescue materials.
The above description is only for the specific embodiments of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art can easily conceive of the changes or substitutions within the technical scope of the present invention, and all the changes or substitutions should be covered within the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (16)
1. The utility model provides an accurate management and control system of many units of epidemic situation, includes user's customer end and data analysis management and control end, its characterized in that: the user client is provided with real-time positioning information acquisition software; the real-time positioning information acquisition software acquires current real-time positioning information of a user once at a certain settable time interval, the real-time positioning information at least comprises current position coordinates and current time of the user, the data analysis management and control end at least comprises a storage database module, a data analysis software module, a data interaction software module and a command sending and confirming module, the user client can accurately transmit the acquired real-time positioning information data to the data analysis management and control end, the data analysis management and control end stores the received real-time positioning information data into the storage database module in a classified manner, a disease control department and/or a high-risk group input high-risk group information into the storage database module through the data interaction software module, and the data analysis software module extracts the real-time positioning information data and the high-risk group information in the storage database module, the data analysis management and control end takes the epidemic situation management and control data as a basis, and sends instructions and receives feedback to the epidemic prevention management department committee, the cooperation department group and the user using the user client through the data interaction software module and the instruction sending and confirming module to guide the epidemic prevention management department committee, the cooperation department group and the user using the user client to effectively prevent and treat the infectious epidemic situation.
2. The infection epidemic situation multivariate accurate management and control system according to claim 1, characterized in that: the user client is mobile phone positioning information acquisition software, user real-time positioning information is acquired once through a positioning device of a mobile phone at a certain settable time interval, and the acquired real-time positioning information is stored in a basic data packet of mobile phone numbers and/or other user information, wherein each group of data of the real-time positioning information comprises time information and position information;
preferably, the basic data packet is provided with a limit capacity, and when the limit capacity is full, the basic data packet is stored in a rolling manner, and the latest real-time positioning information is covered and substituted for the oldest real-time positioning information;
preferably, the basic data packet adopts a block chain technology, so that the privacy of citizens and the safety of various data are strictly protected;
preferably, the user client is provided with a data encryption software module, the encryption rule of the data encryption software module is variable, the encryption rule and the decryption rule are stored and kept at the data analysis control end, the encryption rule and the decryption rule are the same, partially the same or completely different, the user client does not have the right to know the decryption rule, and the citizen privacy and various data safety are strictly protected;
preferably, the storage database module comprises an original real-time positioning information data packet with a user identifier, a real-time positioning information conversion data packet, a calculation processing intermediate data packet and a characteristic screening capture data packet, the original real-time positioning information data packet is an unprocessed and changed data packet uploaded to a data analysis control end by a user client, the real-time positioning information conversion data packet is a data packet which is generated directly after the original real-time positioning information data packet is converted by certain rules and is beneficial to subsequent further processing, the calculation processing intermediate data packet is a data packet which is produced after the real-time positioning information conversion data packet is operated by different rule algorithm flows and is used for repeatedly taking, judging, analyzing and predicting, the characteristic screening capture data packet is a data packet which is processed by certain rule algorithms and has a set of data with certain characteristics, the user identification is a user mobile phone number or a mobile phone instant messaging software account name, so that user information can be conveniently and accurately traced;
preferably, the user client is provided with an interactive program for timely contacting and interacting with the data analysis and control end or the epidemic situation management department, and confirming the opening and closing state and the instruction execution state of the user client;
preferably, the data interaction software module comprises an information display module, an information input module, an information sending module, an information receiving module and an information confirmation module, wherein the information display module is an information interaction interface or an image video player and can be used for displaying or playing information edited by a user and received information content; the information input module comprises more than one of a keyboard, a mouse, a touch screen, a microphone, a camera and a sensor, and can enable a user to input contents which the user wants to express or confirm; the information sending module and the information receiving module are modules which can directly manage and monitor the sending or receiving information of a group through a wired or wireless path to a designated data analysis and control end or an epidemic situation, and are modules carried by user client hardware, such as a mobile phone sending wireless signal high-frequency transmitter module, a WiFi module, a USB interface and an infrared transmission module; the information confirmation module is an interactive program, a data analysis management and control end or an epidemic situation direct management monitoring group sends epidemic situation guide information or instructions to a user, the user answers the software program in real time or confirms that the task instructions are executed in place through operation, the operation confirmation mode can be one of oral response, input response and photographing response, the data interactive software module further comprises a reporting module, the user finds that activities or treatment measures of people, pets or article wastes do not accord with the epidemic situation prevention and control management measures, when a large hidden danger or a bad group of horses exist, the situation is considered to appear, the reporting module can be called, and the situation is reported through more than one means of sending real-time positioning information of the situation, inputting dangerous situation description, photographing photo video or recording;
preferably, the data interaction software module comprises an information display module, an information input module, an information sending module, an information receiving module and an information confirmation module, wherein the information display module is an information interaction interface or an image video player and can be used for displaying or playing information edited by a user and received information content; the information input module comprises more than one of a keyboard, a mouse, a touch screen, a microphone, a camera and a sensor, and can enable a user to input contents which the user wants to express or confirm; the information sending module and the information receiving module are modules which can directly manage and monitor the sending or receiving information of a group through a wired or wireless path to a designated data analysis and control end or an epidemic situation, and are modules carried by user client hardware, such as a mobile phone sending wireless signal high-frequency transmitter module, a WiFi module, a USB interface and an infrared transmission module; the information confirmation module is an interactive program, a data analysis management and control end or an epidemic situation direct management monitoring group sends epidemic situation guide information or instructions to a user, the user answers the software program in real time or confirms that the task instructions are executed in place through operation, the operation confirmation mode can be one of oral response, input response and photographing response, the data interactive software module further comprises a reporting module, the user finds that activities or treatment measures of people, pets or article wastes do not accord with the epidemic situation prevention and control management measures, when a large hidden danger or a bad group of horses exist, the situation is considered to appear, the reporting module can be called, and the situation is reported through more than one means of sending real-time positioning information of the situation, inputting dangerous situation description, photographing photo video or recording;
preferably, the epidemic spread remedial measure upgrading and downgrading mechanism comprises: the patient, the person who forcibly challenges the rule, and the setting interception, tracking interception, forced isolation and tracing, cleaning, sterilizing and disinfecting remedial measures which are not matched with the epidemic prevention controller; the on-site cleaning, sterilizing and disinfecting remedial measures after the infection source appears, the settlement of the first-level suspected infectors or the germ and virus carriers, the timely restraint of fixed-point isolation, and the settlement of the second-level suspected infectors or the germ and virus carriers, the restraint of home isolation;
preferably, the cross-regional triggering and early warning mechanism for epidemic prevention and control is adopted, according to the historical real-time motion track of the patient, the primary suspected infector or germ virus carrier and the secondary suspected infector or germ virus carrier before the isolation observation or treatment is carried out, can analyze the area where the infection mechanism arrives, and when any place with enough detention time to trigger the infection mechanism belongs to the non-epidemic area, immediately converting the non-epidemic area into an epidemic area, immediately starting an epidemic situation prevention mechanism and an early warning mechanism of a new epidemic area, tracing and remedying the places triggering the infection mechanism, immediately starting the site cleaning, sterilizing and remedying measures after the infection source appears and the settlement of the first-level suspected infectors or the carriers of the germs and viruses, restricting the fixed-point isolation in time, and the cross of a second-level suspected infector or a germ and virus carrier is determined, and the isolation at home is restrained, so that the rapid spread of epidemic situation is avoided;
preferably, the method comprises the steps that a mobile phone user intentionally violates operation identification of anti-epidemic situation prevention and control measures, key management and control interception measures and epidemic situation remediation measures; the prevention and control measures against the epidemic situation are intentionally violated, wherein the mobile phone is intentionally separated from a man-machine and is not carried with the man-machine or is intentionally lent to carry other people, the mobile phone is frequently in a power-off state for a long time, real-time positioning information analysis shows that the trip is not limited according to requirements or various places where the meeting is frequently detained for a long time or more complicated real-time crowds are isolated, the rubbish of things is not thrown randomly according to the epidemic prevention and control requirements, behaviors of the pets on wanting trip and conducting rumbling are put down, the situations are analyzed and read according to the real-time positioning information, and a front-line base epidemic prevention and control worker is responsible for inquiring and confirming or receiving report and confirmation of the crowds, and the situation is registered in a; the key management and control blocking measures and epidemic situation remedy measures are as follows: after the real-time positioning information analysis display or the mass report is confirmed, a front-line base epidemic prevention control personnel drives to the site according to the real-time positioning information, carries out criticizing education according to the actual situation, assists and restricts the real-time positioning information to complete epidemic prevention treatment measures and remedial measures as required, registers the measures in a book, inquires in detail to trace back the spreading risk of the epidemic situation, considers the people as a first-level suspected infector a germ and virus carrier if the people are still unwilling to be fully matched or are not obviously improved after being registered in the book for multiple times, forcibly brings the people to a specified epidemic situation control place for isolated observation and carries out punishment warning, submits the second-level suspected infector the germ and virus carrier on the basis of the people, and informs the second-level suspected infector the germ and virus carrier of self-consciously carrying out self-isolated observation at home through early warning of infection; the user continues to intentionally violate the control measures, if the situation is stubborn, violent or escaping, the emergency control measures are started, the public security department is informed to judge according to real-time positioning information and inquiry and report along the line, the executive personnel of the public security department is informed to set up points to intercept and catch nearby road sections or places, epidemic prevention treatment measures are forcibly implemented, isolation is retained, the patients who are not diagnosed are regarded as primary suspected infectors or germ virus carriers, the patients are forcibly brought to the specified epidemic situation control places to carry out isolation observation and punishment warning, secondary suspected infectors or germ virus carriers are issued on the basis of the epidemic situation control measures, and the secondary suspected infectors or germ virus carriers are informed to carry out self isolation observation at home through infection early warning; carrying out immediate forced hospitalization isolation treatment on patients with confirmed diagnosis, carrying out economic administration punishment, taking the patients as a tracing source, submitting primary suspected infectors or germ virus carriers infected by the patients and secondary suspected infectors or germ virus carriers, and taking corresponding remedial measures and isolation observation measures;
preferably, the method comprises tracing and source-tracing remedial measures of infection source articles or rubbish wastes, articles and waste rubbish contacted by a patient, primary suspected infectors or germ virus carriers or infection sources generated by the same, article contacts, discarded waste garbage, rubbish disposal personnel, pets and pet owners and families moving everywhere without a fiber rope are all infection carriers needing important prevention and control, epidemic prevention measures need to be strengthened periodically, once a person confirms diagnosis, the secondary suspected infectors or germ virus carriers are immediately upgraded to the primary suspected infectors or germ virus carriers, any objects and things contacted with the infection trigger mechanisms need to be upgraded, and epidemic prevention measures of the infection trigger mechanism carriers corresponding to the primary suspected infectors or germ virus carriers are added;
preferably, the epidemic situation control data comprises data of the patient, the suspected infected person, the carrier of the pathogenic bacteria and virus, the condition of the suspected carrier, the historical activity range, the potential infected audience, the activity contact mode and the contact duration; the system also comprises interactive process data of epidemic prevention guidance, question answering and operation of common people and an epidemic situation control center; the epidemic situation monitoring system also comprises epidemic situation development current situation data, epidemic situation development prediction data, infection triggering infection tracking observation data, personnel work instructions of an epidemic situation control execution department and instruction completion confirmation data; the epidemic situation risk management and control real-time early warning command data, remediation data, interactive confirmation data and effect evaluation data;
preferably, the method comprises an epidemic situation prevention and control team and an optimized configuration method of resources, wherein a distribution diagram of patients, suspected infectors or germ virus carriers and infection sources is drawn through real-time positioning information, infection source positioning positions and time of a precise control system, real-time positioning information of a first-level suspected infector germ virus carrier and a second-level suspected infectors or germ virus carrier and feedback and requirements of an epidemic situation prevention and control team of an epidemic situation area, the epidemic situation prevention and control team can be arranged nearby to provide epidemic prevention materials and epidemic prevention services, epidemic situation control personnel and epidemic prevention and relief materials in other areas with lighter epidemic situations are timely pre-warned and collected to incline to a key epidemic situation area, the personnel and the materials are precisely distributed, good steel is timely used on a knife edge, an epidemic situation control process is accelerated, and the epidemic situation is eliminated in a bud state or a non-outbreak state;
preferably, the user client is provided with an education training software module and a convenience service software module, so that the user can use the system at ordinary times and is not easy to drag.
3. The infection epidemic situation multivariate accurate management and control system according to claim 1, characterized in that: the data analysis software module is provided with more than two of a data fuzzification processing module, a track operation analysis module, a periodic cutting analysis module, a user daily behavior analysis and judgment module, a user activity range analysis and judgment module and a user activity tool analysis and judgment module.
4. The infection epidemic situation multivariate accurate management and control system according to claim 3, characterized in that: the data fuzzification processing module is used for setting a certain fuzzy coefficient of position data precision and time data precision, collecting the position data and the time data, facilitating fault tolerance and accurate comparison and intersection, and reducing data operation amount by a large extent in an index formula;
preferably, the fuzzification of the collected data needs to solve the contradiction between fault tolerance and precision, and the data is collected by adopting a two-way method, wherein the two-way method comprises the following steps: when the actual real-time positioning data value is between the two adjacent fuzzy data values after being collected, the actual real-time positioning data value is simultaneously collected into the two adjacent fuzzy data values, and when the actual real-time positioning data value is the same as the fuzzy data value after being collected, the actual real-time positioning data value is also simultaneously collected into the two adjacent fuzzy data values besides the collected data;
preferably, when multiple users are involved, fuzzy data values of the multiple users can be extracted, comparison and intersection are carried out, intersection data among the multiple users are obtained when positioning information and time information are completely the same, intersection data are extracted and stored in an intersection data packet module of a calculation processing intermediate data packet, and the intersection data packet module identifies all user identifications generating intersections, so that specific users can be traced and contacted conveniently;
preferably, the trajectory operation analysis module draws a user operation trajectory graph in fact or in a virtual manner by retrieving historical real-time positioning information of a certain user, wherein the user operation trajectory graph at least comprises user identification, time information, longitude positioning information and latitude positioning information;
preferably, the user operation track map is one map or two maps, when the user operation track map is one map, the longitudinal and transverse coordinates can be longitude and latitude coordinates, the track line automatically changes color according to time or line type or coordinate point shape automatically changes for distinguishing, and the name of the track map is named by the contained user identification; when the user operation trajectory graph is two graphs, the horizontal axis is a time axis, the vertical axis is coordinate values of longitude or latitude, and the name of the trajectory graph is named in a mode of containing a user identifier;
preferably, the user operation trajectory diagrams are subjected to intersection, and when a plurality of users are involved, the operation trajectory diagrams of the plurality of users can be extracted for intersection; if the user operation track graph is one graph, firstly comparing the intersection positions of the calibration tracks or the overlapped intersection positions, then comparing whether the time of the intersection positions is consistent, if the time is inconsistent, excluding the intersection, if the time is consistent, bringing the intersection into the intersection, extracting the intersection data, and storing the intersection data into an intersection data packet module of a calculation processing intermediate data packet, wherein the intersection data packet module identifies all user identifications generating the intersection, so that the user operation track graph is convenient to trace and contact specific users; if the user operation track graph is two graphs, intercepting the time position coordinates of intersection points or overlapping of multiple users on the first graph, comparing whether the time position coordinates of the users at the same time of the second graph are also intersected or overlapped according to the time point of a time axis, if not, excluding the intersection, if so, extracting intersection data, storing the intersection data into an intersection data packet module of a calculation processing intermediate data packet, and identifying all user identifications generating the intersection points by the intersection data packet module so as to facilitate tracing and contacting to specific users;
preferably, the user daily behavior analysis and judgment module is used for enabling people to correspondingly perform various possible reasonable behaviors in different activity places in different positioning information and perform intersection on the reasonable behaviors corresponding to the places and the reasonable behaviors corresponding to the time periods in different time periods, so that the real behaviors of the users can be relatively accurately judged, if the probability that intersection cannot be performed or the result of intersection is smaller than a certain range value, the users can be rightly positioned in the time periods of important high-risk infection places, the data interaction software module can be used, the real behaviors of the users in a certain time period in the places can be confirmed according to the relation between the user identification of the positioning information and the users, the data calculation scale can be particularly reduced, epidemic situation diffusion data can be accurately analyzed, and people can be disturbed to the minimum extent;
preferably, the user daily behavior analyzing and judging module extracts daily behaviors that the user may infect or be infected by others, and divides the daily behaviors into protective home and travel behaviors, non-protective home behaviors, fixed place rest behaviors, vehicle travel behaviors, single person travel behaviors, personal fitness behaviors, public place detention behaviors, waste treatment becoming and path passing behaviors, communication behaviors, public activity behaviors, party behaviors and closed place detention, captures key technical characteristics according to periodic habits of the user daily behaviors, compares the position, time period and detention duration of real-time positioning information and the like to accurately judge the real daily behaviors of the user, and when the probability of the calculated and judged daily behavior result is smaller than a certain range value, the behavior happens to have important high risk of infection, the data interaction software module can be used, according to the contact between the user identification of the positioning information and the user, the real behavior of the user in a certain time period in the place is confirmed, the data calculation scale is particularly reduced, epidemic situation diffusion data are accurately analyzed, and people are disturbed to the minimum extent;
preferably, the multielement accurate management and control system for the infectious diseases is characterized in that: the user activity range analysis and judgment module can be used for analyzing and judging the path behavior between the active activity area and the communication activity area of the user according to the distribution density, the distribution range distribution time and the distribution periodicity rule of the positioning information in the activity route map, so as to conveniently and accurately analyze the interaction influence between the activity of the user and the environment, be favorable for accurately capturing the range, the duration and the infectivity of the high-risk epidemic situation area and eliminating a large amount of risk-free user data, accurately acquire and circle potential virus infectors or virus carriers at each level, be convenient for hierarchical management, and be favorable for guiding the epidemic situation control department to be matched with the potential virus infectors or virus carriers according to the relation between the user identification of the positioning information and the user through the data interaction software module in time, effective and reasonable epidemic prevention and control measures are adopted, and epidemic spread is prevented with the lowest disturbance degree;
preferably, the user activity tool analysis and judgment module obtains the relation between the real-time displacement, the speed vector and the time of the user by calculating the displacement change and the time change of the user historical real-time positioning information data of the unit time period, compares a positioning point actual map, can draw a coordinate route map of the historical real-time movement speed, the movement direction and the movement time of the user, and can relatively accurately judge the activity tools used by the user, such as walking, non-motor vehicle riding, motor vehicle traveling, single person traveling, multi-person accompanying traveling, getting on and off vehicle transfer, activity tool change, local places, garbage retention and garbage disposal, according to the speed, the direction and the time displayed on the map by the user and the kind of a real object in the positioning map, wherein different activity tools are adopted by the user to correspond to different infection modes, infection risk sizes and audience groups, the tool of the user activity can be accurately analyzed through the relation between the speed and the duration, which is beneficial to accurately capturing the high-risk tools, places, articles, wastes, high-risk time periods, high-risk potential virus infectors or virus carriers, and accurately eliminating the non-risk tools, places, articles, wastes, time periods and non-risk healthy people which have enough intersection and are easy to misjudge in the real-time historical positioning data with the virus transmission tool, when the probability of the calculated and judged active tool result is less than a certain range of values or has a plurality of possible active tool results, the data interaction software module can be called, the user identification of the positioning information is contacted with the user to confirm the real behavior of the user in a certain time period in the place, the method is particularly beneficial to reducing the data calculation scale and accurately analyzing epidemic situation diffusion data, and minimally disturbs people;
preferably, the user daily behavior analysis and judgment module is used for enabling people to correspondingly perform various possible reasonable behaviors in different activity places in different positioning information and perform intersection on the reasonable behaviors corresponding to the places and the reasonable behaviors corresponding to the time periods in different time periods, so that the real behaviors of the users can be relatively accurately judged, if the probability that intersection cannot be performed or the result of intersection is smaller than a certain range value, the users can be rightly positioned in the time periods of important high-risk infection places, the data interaction software module can be used, the real behaviors of the users in a certain time period in the places can be confirmed according to the relation between the user identification of the positioning information and the users, the data calculation scale can be particularly reduced, epidemic situation diffusion data can be accurately analyzed, and people can be disturbed to the minimum extent;
preferably, the user daily behavior analyzing and judging module extracts daily behaviors that the user may infect or be infected by others, and divides the daily behaviors into protective home and travel behaviors, non-protective home behaviors, fixed place rest behaviors, vehicle travel behaviors, single person travel behaviors, personal fitness behaviors, public place detention behaviors, waste treatment becoming and path passing behaviors, communication behaviors, public activity behaviors, party behaviors and closed place detention, captures key technical characteristics according to periodic habits of the user daily behaviors, compares the position, time period and detention duration of real-time positioning information and the like to accurately judge the real daily behaviors of the user, and when the probability of the calculated and judged daily behavior result is smaller than a certain range value, the behavior happens to have important high risk of infection, the data interaction software module can be used, according to the contact between the user identification of the positioning information and the user, the real behavior of the user in a certain time period in the place is confirmed, the data calculation scale is particularly reduced, epidemic situation diffusion data are accurately analyzed, and people are disturbed to the minimum extent;
preferably, the multielement accurate management and control system for the infectious diseases is characterized in that: the user activity range analysis and judgment module can be used for analyzing and judging the path behavior between the active activity area and the communication activity area of the user according to the distribution density, the distribution range distribution time and the distribution periodicity rule of the positioning information in the activity route map, so as to conveniently and accurately analyze the interaction influence between the activity of the user and the environment, be favorable for accurately capturing the range, the duration and the infectivity of the high-risk epidemic situation area and eliminating a large amount of risk-free user data, accurately acquire and circle potential virus infectors or virus carriers at each level, be convenient for hierarchical management, and be favorable for guiding the epidemic situation control department to be matched with the potential virus infectors or virus carriers according to the relation between the user identification of the positioning information and the user through the data interaction software module in time, effective and reasonable epidemic prevention and control measures are adopted, and epidemic spread is prevented with the lowest disturbance degree;
preferably, the user activity tool analysis and judgment module obtains the relation between the real-time displacement, the speed vector and the time of the user by calculating the displacement change and the time change of the user historical real-time positioning information data of the unit time period, compares a positioning point actual map, can draw a coordinate route map of the historical real-time movement speed, the movement direction and the movement time of the user, and can relatively accurately judge the activity tools used by the user, such as walking, non-motor vehicle riding, motor vehicle traveling, single person traveling, multi-person accompanying traveling, getting on and off vehicle transfer, activity tool change, local places, garbage retention and garbage disposal, according to the speed, the direction and the time displayed on the map by the user and the kind of a real object in the positioning map, wherein different activity tools are adopted by the user to correspond to different infection modes, infection risk sizes and audience groups, the tool of the user activity can be accurately analyzed through the relation between the speed and the duration, which is beneficial to accurately capturing the high-risk tools, places, articles, wastes, high-risk time periods, high-risk potential virus infectors or virus carriers, and accurately eliminating the non-risk tools, places, articles, wastes, time periods and non-risk healthy people which have enough intersection and are easy to misjudge in the real-time historical positioning data with the virus transmission tool, when the probability of the calculated and judged active tool result is less than a certain range of values or has a plurality of possible active tool results, the data interaction software module can be called, the user identification of the positioning information is contacted with the user to confirm the real behavior of the user in a certain time period in the place, the method is particularly beneficial to reducing the data calculation scale and accurately analyzing epidemic situation diffusion data, and minimally disturbs people.
5. The infection epidemic situation multivariate accurate management and control system according to claim 3, characterized in that: the periodic cutting analysis module cuts the historical real-time positioning information of the user according to the aggregation range of the position change or the aggregation range of the time change, collects the historical real-time positioning information of the user in a continuous positioning coordinate range or a continuous time interval range, and generates the periodic cutting analysis module which is used for analyzing the periodic activity rule of the user and is convenient for predicting the periodic activity of the user.
6. The infection epidemic situation multivariate accurate management and control system according to claim 5, characterized in that: the aggregation range of the position change is managed according to a multi-level mode, and the aggregation is performed by the multi-level mode of an administrative management area from top to bottom, namely a provincial administrative area, a local administrative area, a county administrative area, a street administrative area and a rural road administrative area in sequence; secondly, from bottom to top, the influence range is gathered in a multipoint mode, an area range with dense positioning position ranges in a unit period time period is selected as an active hot spot area, the active hot spot areas are used as centers to compare map objects, the active time and the active range of a user are analyzed and used for further analyzing and judging possible behaviors of the user, the influence range is expanded outwards as a potential influence diffusion center, historical real-time positioning information intersection is carried out according to the influence range, information of an intersected audience and an influenced index can be accurately obtained, and the influence range is particularly favorable for reducing data calculation scale and accurately analyzing epidemic situation diffusion data through periodic cutting analysis;
preferably, the time change aggregation range is used as a user active area when the space change of the positioning position range in a unit period time period is relatively small, the time range is aggregated and counted in a segmented manner according to the continuity of time, the periodicity and the frequency of the user in the active area are obtained, the behavior of the user in each area is conveniently analyzed, and the method is particularly beneficial to reducing the data calculation scale and accurately analyzing epidemic situation diffusion data.
7. The infection epidemic situation multivariate accurate management and control system according to claim 1, characterized in that: the instruction sending and confirming module and the epidemic situation management command center send a problem investigation or an instruction to be executed to a user and/or disease control department front-line management executive personnel according to the epidemic situation development condition and the data analysis suggestion, the user and/or disease control department front-line management executive personnel receive information and then execute the information according to requirements, and the problem answer, the execution condition, the execution result condition and the certification are fed back to the epidemic situation management command center through the information input module and the information sending module, so that the epidemic situation development status, the management and control strength and the management and control efficiency are determined timely and accurately.
8. The system according to claim 7, wherein the system comprises: the instruction sending and confirming module also comprises an urging submodule, after the epidemic situation management command center sends a problem survey or an instruction to be executed, the feedback timing module is started, the feedback behavior is scored according to the time length of feedback, when the timing duration exceeds a certain limit, the urging submodule is started, the urging submodule divides multiple urging levels according to the time interval of feedback overtime, and the steps sequentially comprise: the instant communication software such as re-sending promotion, urgent promotion, warning promotion, re-warning promotion, telephone or WeChat contact voice promotion, contact peripheral epidemic situation management and control personnel for auxiliary promotion, and contact peripheral epidemic situation management and control personnel for on-site interception promotion; releasing the promotion submodule after the corresponding feedback is finished;
preferably, the instruction sending and confirming module further comprises an ambiguous reply question-hunting module, after the epidemic situation management command center sends the question investigation or the instruction to be executed, the obtained feedback content is ambiguous or contains uncertain components or has a larger difference with the standard answer certification, the ambiguous reply question-hunting module is started, the feedback content is confirmed manually or the feedback content is checked intelligently, the interaction needing to be fed back is arranged for the feedback personnel who are actually ambiguous or uncertain or have a larger difference, a new question investigation or the instruction to be executed is sent, the corresponding personnel continuously supplement answers or prove until the feedback content is definite or has no uncertain components or has a smaller difference with the standard answer certification, and the ambiguous reply question-hunting module is released;
preferably, the instruction sending confirmation module further comprises a tracing module, problem investigation, epidemic situation prevention and control guidance or instructions to be executed sent by the epidemic situation management command center are completed in a real-time basis, except for special cases, the epidemic situation can be effectively controlled without omission, when some links are lacked or lay down accidents in the control process, a certain chance is taken by the epidemic situation to become a new epidemic situation diffusion infection source, and a feedback person, a contact person and a responsible control person who are tracked and have inconsistent feedback contents can be captured according to the epidemic situation diffusion infection source, so that the new epidemic situation control tracing point is used as a new epidemic situation control tracing point, potential threats can be mastered, the illegal persons can be accurately contacted and controlled, the influence range and the influence person can be traced, and the potential threats can be timely remedied.
9. The infection epidemic situation multivariate accurate management and control system according to claim 1, characterized in that: dangerous case upgrade and downgrade mechanism including epidemic situation prevention and cure, dangerous case upgrade and downgrade mechanism includes the whole upgrade and downgrade mechanism of epidemic situation, infection source upgrade and downgrade mechanism, suspected virus germ carrier, and the dynamics level through dangerous case upgrade and downgrade mechanism of commander dangerous molecule risk early warning upgrade mechanism, epidemic situation diffusion remedial measure is controlled, through the dynamics level of dangerous case upgrade and downgrade mechanism control epidemic situation management and control, and other epidemic situation management and control personnel and the epidemic prevention and relief goods and materials that the area was lighter to other epidemic situations of in time early warning and collection incline to key epidemic situation area, accurate distribution personnel and goods and materials, good steel in time is used on the cutting edge, with higher speed epidemic situation management and control process.
10. The system according to claim 9, wherein the system comprises: the infection source upgrading and downgrading mechanism comprises an infection source classification and an elevating mechanism, wherein the infection source classification comprises: open space places, well ventilated closed places, poorly ventilated closed places, infected items, infected garbage waste; the lifting mechanism is as follows: the method is characterized in that the method comprises the steps that a space is opened, the initial infection level of a well-ventilated closed place is the highest level corresponding to the infection time, the infection level naturally decreases to zero after N hours are set along with the lapse of time, and the highest level corresponding to the infection time is maintained in the poorly-ventilated closed place, infected articles and infected garbage waste; once the places or articles receive correct epidemic prevention treatment measures of first-line base epidemic prevention management and control personnel, and after confirmation, the places or articles can be set to lose the infection capability after 15-30 minutes, and the infection level is directly reduced to zero and is not used as an infection source;
preferably, the suspected virus and germ carriers are subjected to a step-up and step-down mechanism, the step-up and step-down is in direct proportion to the absolute value of the number, the size of the distribution area, and the density of the suspected virus and germ carriers, and the linkage of confirmation and elimination of the suspected virus and germ carriers is carried out, when one person among the first-stage suspected virus and germ carriers is upgraded into a confirmed patient, all the second-stage suspected virus and germ carriers with the infection mechanism are upgraded into the first-stage suspected virus and germ carriers; on the contrary, if the suspicion is eliminated in the carriers of the primary suspected virus and germs, the carriers of the secondary suspected virus and germs are also eliminated; when a certain secondary suspected virus pathogen carrier contacts with a plurality of primary suspected virus pathogen carriers according with an infection mechanism, when any one of the primary suspected virus pathogen carriers is upgraded into a confirmed patient, the secondary suspected virus pathogen carrier is upgraded into a primary suspected virus pathogen carrier; on the contrary, when any one of the first-level suspects is not yet cleared of suspects, the second-level suspected virus and germ carriers are not upgraded or downgraded no matter other suspects are cleared, and the state of the second-level suspected virus and germ carriers is maintained.
11. The system according to claim 9, wherein the system comprises: the overall epidemic situation upgrading and downgrading mechanism carries out upgrading according to increment of confirmed people of infectious diseases, regional diffusion of confirmed people, increment of suspected carriers of viruses and germs and regional diffusion conditions.
12. The system according to claim 11, wherein the system comprises: the incremental analysis indexes of the number of confirmed persons comprise the number of treated persons in a hospital, the death rate, the ratio of death to cure, the absolute value of the total number of confirmed persons, the increased value of confirmed diagnosis per day and the accelerated speed of confirmed diagnosis increase, the mortality rate, the ratio of death to cure and the increased value of confirmed diagnosis per day are all high, the accelerated speed of confirmed diagnosis increase is positive, the overall raising and lowering mechanism of the epidemic situation is directly adjusted to the highest level no matter how many absolute values of the total number of confirmed persons are, and the epidemic prevention and rescue need to be carried forward with full effort; when the number of patients in the hospital and the increased value of confirmed diagnosis per day are high, but the accelerated speed of the increased confirmed diagnosis is zero or negative, the overall epidemic situation upgrading mechanism can be adjusted to the next higher level, when the number of patients in the hospital and the increased value of confirmed diagnosis per day are high, the ratio of mortality to death to cure is reduced, when the average value of the accelerated speed of the increased confirmed diagnosis for continuous days is zero or negative, the epidemic situation is changed to the inflection point and is obviously controlled, but the ease still can not be lost, the overall epidemic situation upgrading mechanism can be adjusted to the middle level, when the number of patients in the hospital and the increased value of confirmed diagnosis per day is medium or zero, the ratio of mortality to death to cure is greatly reduced, and when the average value of the accelerated speed of the increased confirmed diagnosis for continuous days is zero or negative, the overall epidemic situation upgrading mechanism can be adjusted to the next lower level, when the number of patients in the hospital and the number of treated patients in the hospital and the lower level, The diagnosis increment value of continuous days exceeding the incubation period of the pathogenic bacteria and the viruses is zero, the epidemic situation is controlled, and the overall epidemic situation upgrading and downgrading mechanism can be adjusted to the lowest level; the accelerated speed increased by diagnosis is the numerical value obtained by subtracting the newly increased number of the confirmed persons in the previous day from the newly increased number of the confirmed persons in the current day, the accelerated speed is positive when the increased value in the current day is larger than the increased value in the previous day, otherwise, the accelerated speed is negative and zero when the accelerated speed is equal to the increased value in the previous day, the accelerated speeds increased by the confirmed persons in the continuous N days are added, and the average value of the accelerated speeds increased by the confirmed persons in the N days is obtained by dividing the added;
preferably, the regional diffusion of the diagnosticians comprises province and city level diffusion, county and district level diffusion and country street region diffusion, and when the province and city level diffusion increases rapidly, the overall epidemic situation upgrading and downgrading mechanism is set as the highest level of the state; the provincial and prefectural level diffusion is not increased any more, but when the internal county and district level diffusion is faster, the overall epidemic situation upgrading and downgrading mechanism is set to be the highest level of the national second level, provincial and prefectural level; the provincial, prefectural and county level diffusion is not increased any more, but when the diffusion of the internal rural street regions is faster, the overall epidemic situation upgrading and downgrading mechanism is set to be the national level, the provincial, prefectural level and the county level are the highest level; when the province, city and county level diffusion, county and district level diffusion and country street and region diffusion are not increased any more, the overall grading mechanism of all levels of epidemic situations is set to be of next higher grade; the province, city and county level diffusion and county and district level diffusion are not increased any more, but when the inherent rural street and district diffusion is atrophied, the overall epidemic situation upgrading and downgrading mechanism is set to be the national second-highest level, the province and city level maintains the second-highest level, and the county and district level is the second-lowest level; the provincial and prefectural level diffusion is not increased any more, but when the inherent county and district level diffusion and the country and street region diffusion shrink, the overall epidemic situation upgrading and downgrading mechanism is set to be the national second-highest level, and the provincial, prefectural level and county and district level are the second-lowest levels; when the province, city and county level diffusion, county and district level diffusion and country street and region diffusion are all atrophied, the overall epidemic situation upgrading and downgrading mechanism is set to be at the national level, and the province, city and county level and the county and district level are all at the secondary low level; similarly, when the province, the prefecture level diffusion, the county and district level diffusion and the country street and region diffusion are all withered and disappeared, the overall epidemic situation upgrading and downgrading mechanism is set to be at the national level, and the province, the prefecture level and the county and district level are all the lowest levels;
preferably, the increment and regional spread of suspected carriers of viral pathogens are: the suspected carriers of the virus and the germ are divided into suspected carriers of primary virus and germ and suspected carriers of secondary virus and germ, the suspected carriers of the primary virus and the germ are patients, places where the suspected carriers of the primary virus and the germ stay for a long time, and people who have been triggered to possibly infect the suspected carriers of the primary virus and the germ are in long-time direct contact with articles or wastes used by the patients for a long time, and need to be isolated and observed in a specified epidemic situation control place; after triggering an infection mechanism by a suspected carrier of primary virus and germ and before carrying out isolation observation in a specified epidemic situation control place, people who directly contact with the suspected carrier of primary virus and germ, a place where the suspected carrier of primary virus and germ stays for a long time or articles or wastes used for a long time are the suspected carrier of secondary virus and germ, the suspected carrier of secondary virus and germ needs to carry out self isolation observation at home, the controlled conditions of adverse effects before triggering the infection mechanism and finishing the isolation observation are the increment of the suspected carrier of virus and germ and the variable quantity of regional diffusion, the number of the suspected carriers of virus and germ is increased more, the regional distribution range is increased more, the density of the place is increased more quickly, and the suspected carrier is set as the highest level; when the increment is small, the level is set to the middle level, and when the increment is zero, the level is set to the lowest level.
13. The system according to claim 9, wherein the system comprises: the content of the inaudible command in the inaudible command dangerous molecule risk early warning upgrading mechanism comprises but is not limited to: uploading real-time positioning information and answering confirmation questionnaires without matching with epidemic prevention commands; the user client is not in a normal use state; the man-machine separation, not carrying the mobile phone according to the regulation to go out; when going out, no epidemic prevention protection measures are taken, and people do not listen to epidemic prevention isolation and arrange to go out everywhere to participate in a party; deliberately create opportunities to spread infection; garbage carrying virus and germs is thrown everywhere.
14. The system according to claim 13, wherein the system comprises: the personnel who are not provided with the user client, do not cooperate with the epidemic prevention command to upload real-time positioning information and answer confirmation questionnaires or do not use the user client in a normal use state according to requirements, the disease control center can not obtain feedback information corresponding to the mobile phone of the user with the mobile phone number, the feedback information is regarded as a secondary suspected virus and germ carrier, and the disease control department informs the secondary suspected infector the germ and virus carrier to consciously carry out self-isolation observation at home through the mobile phone number identification; informing a first-line base epidemic prevention control personnel to contact with the user and timely driving to a user site according to the mobile phone number, advising, restricting and supervising a second-level suspected infector or a germ virus carrier to carry out self-isolation observation at home, and completing the normal state of a user client; if the corresponding mobile phone number user is still not matched, the user is regarded as a primary suspected virus and germ carrier, infection early warning is immediately started, and the primary suspected infector or germ and virus carrier is informed to consciously notice the specified epidemic situation control place to carry out isolated observation; informing a first-line base epidemic prevention control personnel to rush to the site in time, advising and forcibly restricting a first-level suspected infector or a germ virus carrier to a specified epidemic situation control site for isolated observation, and performing administrative punishment;
preferably, the intercepting inspection stations are arranged at entrances and exits of places with dense crowds, such as transportation hubs, station docks, public places, villages and towns and communities, people and machines are separated, people who do not carry mobile phones according to regulations or do not take epidemic prevention protection measures during traveling are immediately refused to come in and go out, and compel the site to be improved immediately, when the site can not be improved or the site is returned to improve, the risk of infecting or being infected by other people exists, forcibly implementing epidemic prevention measures and isolating the epidemic prevention measures, informing family members of relatives and friends to arrive at the site to help the family members to improve the situation, leaving the family members, forcibly isolating the family members until the latent period of virus and germs expires if no person leaves the family members, giving a health certification to the family members, leaving the family members, if no effective epidemic prevention treatment measures exist in the way of returning to the living place, the person still needs to be regarded as a second-level suspected infector or a germ virus carrier to voluntarily carry out self-isolation observation at home;
preferably, the people who do not listen to epidemic prevention isolation arrangement and go out everywhere to participate in the party are regarded as dangerous molecules, are treated according to primary suspected infectors or pathogen virus carriers, immediately inform a front-line base epidemic prevention control personnel to contact and timely drive to the site according to the real-time positioning information and the user identification, forcibly restrict the personnel to a specified epidemic situation control place to carry out isolation observation, call a historical real-time positioning information data packet of the personnel, analyze the process that the personnel have more contact to accept infection, and confirm transportation tools, activity routes and activity spaces from a contact infection source to the isolated observation period; informing all people who reach the infection triggering mechanism of relatives and friends, who are triggered into secondary suspected infectors or germ and virus carriers, and needing to carry out self-isolation observation at home;
preferably, the personnel who deliberately make the garbage carrying virus and germs and who scatter the chance of infection and throw the garbage everywhere are treated as extremely dangerous molecules are treated according to the severe patients, and immediately inform the first-line basic epidemic prevention control personnel to contact and timely drive to the site according to the real-time positioning information and the user identification, and forcibly restrict the personnel to the specified epidemic situation control place for isolation treatment, and carry out strict punishment; calling a historical real-time positioning information data packet, analyzing the process that the contact infection receiving process is more, and confirming the transportation means, the activity route and the activity space from the contact infection source to the isolated observation period; all people who reach the infection triggering mechanism are informed of relatives and friends, and the friends are triggered into first-class suspected infectors or pathogen and virus carriers by the friends, and need to go to a specified epidemic situation control place for isolated observation.
15. The infection epidemic situation multivariate accurate management and control system according to claim 1, characterized in that: the method is characterized in that: the system also comprises a data completion and rescue mechanism which does not carry the mobile phone or stops the mobile phone in case of power shortage midway; the real-time positioning information of the user is distorted because the user does not carry the mobile phone for going out, or the real-time positioning information data of a certain period of time is lost because the mobile phone is in power shortage and stops working midway, so that data analysis omission and omission of epidemic situation management and control of infectious sources and virus and germ carriers are easily caused, and the possibility of causing new epidemic situation outbreak exists; the disease control center needs to investigate and inquire users, fully recall real-time actual conditions when data are distorted or omitted, answer and prove the real-time actual conditions, feed the real-time actual conditions back to a data analysis management and control end of the disease control center and supplement the data.
16. The system according to claim 15, wherein the system comprises: the method is characterized in that: the real-time positioning information of the user is distorted because the user does not carry the mobile phone to go out or uses the mobile phone of other people to go out, and the user is easy to find out by field investigation without the mobile phone when the inspection and discovery are generally carried out by a first-line basic epidemic prevention control personnel at a place with larger pedestrian volume or at a traffic hub or an entrance and exit of a new village and town; the user borrows a mobile phone of another person, when passing through a site control point of a first-line basic epidemic prevention control staff, the application code needs to be issued, meanwhile, the disease control center sends comparison information to the site control point first-line basic epidemic prevention control staff for question and answer check according to real-time positioning information and a mobile phone number of the user mobile phone, the other person mobile phone staff hardly answers all pairs, the first-line basic epidemic prevention control staff finds abnormality, immediately feeds back information to a data analysis control end of the disease control center, carries out detailed verification and pursuit, and enables the user to fully recall and answer various details of travel, such as riding or seen traffic tool information, time history and where, what activities are met and people possibly have close contact with the people, and the details are proved as much as possible and then uploaded to a data analysis control end of the disease control center, and the data analysis control end of the disease control center deletes corresponding distortion data, supplementing information fed back after investigation, firstly feeding back according to corresponding transportation means information and real-time positioning information data of other persons who take the transportation means together, matching, determining the accuracy condition of the segmentation time, and then correcting and supplementing the real-time positioning information of the user as much as possible according to the discontinuous part between other travel modes and the historical average speed, so as to reduce the hidden danger of epidemic situation diffusion;
preferably, the loss of the real-time positioning information data part in a certain period of time caused by the power shortage and halt of the mobile phone of the user in midway is easily discovered by a data analysis and control end of a disease control center, when the user discovers that the mobile phone of the user is powered on after power shortage and generates new real-time positioning information, or a first-line basic epidemic prevention and control personnel checks that the mobile phone of the user is powered off and powered off in places with large flow of people, traffic hubs or entrances and exits of new villages and small towns to assist the user in charging and generating new real-time positioning information, the disease control center informs the user to fill in a table in detail or communicates with the first-line basic epidemic prevention and control personnel, the disease control center can give the time for powering off and powering on the mobile phone of the user again, and the user fully recalls the real-time actual condition when the data is distorted or omitted and answers and proves the real-time actual condition, and reca, The time history and where are detained, what activities are met and people possibly closely contact with the activities are proved as much as possible, the information is uploaded to a data analysis and control end of a disease control center, the information fed back after the data analysis and investigation of the disease control center is matched according to the corresponding vehicle information and the real-time positioning information data feedback of other persons taking the vehicle, the accuracy of the subsection time of the information is determined, the discontinuous parts between non-vehicles are matched according to other travel modes and historical average speeds, the real-time positioning information of the completion user is corrected as much as possible, and the hidden danger of spreading of the epidemic situation is reduced.
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