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WO2018036156A1 - 用户信息视图构建方法、系统、设备及存储介质 - Google Patents

用户信息视图构建方法、系统、设备及存储介质 Download PDF

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Publication number
WO2018036156A1
WO2018036156A1 PCT/CN2017/077975 CN2017077975W WO2018036156A1 WO 2018036156 A1 WO2018036156 A1 WO 2018036156A1 CN 2017077975 W CN2017077975 W CN 2017077975W WO 2018036156 A1 WO2018036156 A1 WO 2018036156A1
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WO
WIPO (PCT)
Prior art keywords
information
user
view
item
information item
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Ceased
Application number
PCT/CN2017/077975
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English (en)
French (fr)
Inventor
王恩贵
项同德
施健健
钱慧敏
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Ping An Technology Shenzhen Co Ltd
Original Assignee
Ping An Technology Shenzhen Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Ping An Technology Shenzhen Co Ltd filed Critical Ping An Technology Shenzhen Co Ltd
Publication of WO2018036156A1 publication Critical patent/WO2018036156A1/zh
Anticipated expiration legal-status Critical
Ceased legal-status Critical Current

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    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/904Browsing; Visualisation therefor
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/90Details of database functions independent of the retrieved data types
    • G06F16/907Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
    • GPHYSICS
    • G06COMPUTING OR CALCULATING; COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/01Customer relationship services
    • G06Q30/015Providing customer assistance, e.g. assisting a customer within a business location or via helpdesk
    • G06Q30/016After-sales

Definitions

  • the present invention relates to the field of data processing technologies, and in particular, to a user information view construction method, system, device, and computer readable storage medium.
  • Enterprises or companies usually collect user information, including basic information of users, consumption records, etc., which are used to conduct secondary mining and provide after-sales return service.
  • the RFM method mainly describes users by analyzing the near-term consumption, consumption frequency and consumption amount of consumers, and assesses the importance of consumers.
  • the user information that can be collected and stored in the database is far more than these three aspects, including the customer's after-sales service information, etc., if only based on the near-term consumption, consumption frequency and consumption amount.
  • To classify the user information a lot of useful information will be missed, resulting in the user profile of the description being vague and incomplete, and the application value is not high; if all the information that can be collected is piled up in the user's name, it is used.
  • it is necessary to manually filter useful information one by one it is difficult to obtain a clear user profile description due to lack of organization.
  • the main purpose of the present invention is to provide a user information view construction method, system, device and computer readable storage medium, aiming at solving the technical problem that the user information description is unclear.
  • the present invention first provides a user information view construction method, and the user information view construction method includes the following steps:
  • the step of constructing the information view of the user according to the information item and its corresponding label includes:
  • the information view of the user is constructed according to the information items of the user that are captured from the databases, and the labels that are respectively selected for the information items, and the information is merged and/or deduplicated.
  • the method further includes:
  • the method further includes:
  • the updated information item is captured, and the information view corresponding to the primary user number is updated.
  • the method further includes:
  • the present invention further provides a user information view construction system, where the user information view construction system includes:
  • a capture module configured to: retrieve an information item from a database according to a pre-configured information item, and determine a user corresponding to the information item;
  • a selection module configured to select a corresponding label from the pre-configured label set for the information item according to the identifier information of the database, the information item, and the content of the information item;
  • a building module configured to construct an information view of the user according to the information item and its corresponding label.
  • the building block is also used.
  • the information view of the user is constructed according to the information items of the user that are captured from the databases, and the labels that are respectively selected for the information items, and the information is merged and/or deduplicated.
  • the user information view construction system further includes:
  • an extension module configured to acquire attribute information of the information item, and add an extension label to the information item in the information view according to the attribute information.
  • the user information view construction system further includes:
  • An update module configured to configure a corresponding primary user number for the information view, associate the user in the database with the primary user number; and when the database updates the information item of the user, the crawling The updated information item updates the information view corresponding to the primary user number.
  • the user information view construction system further includes:
  • a permission module configured to obtain an access right of an account that initiates the access request when receiving an access request for the information view; determine an open area of the information view according to the access right, and restrict access by the account range.
  • the present invention further provides a user information view construction device, the user information view construction device includes a processor, a network interface, and a memory, wherein the memory stores a user information view construction program;
  • the network interface is configured to connect to a database and perform data communication with the database
  • the processor is configured to execute the user information view building program to implement the following steps:
  • the processor is further configured to execute the user information view building program to implement the following steps:
  • the information view of the user is constructed according to the information items of the user that are captured from the databases, and the labels that are respectively selected for the information items, and the information is merged and/or deduplicated.
  • the processor is further configured to execute the user information view constructing program to implement the following steps:
  • the processor is further configured to execute the user information view constructing program to implement the following steps:
  • the updated information item is captured, and the information view corresponding to the primary user number is updated.
  • the processor is further configured to execute the user information view constructing program to implement the following steps:
  • the present invention also provides a computer readable storage medium storing one or more programs, the one or more programs being executable by one or more processors To achieve the following steps:
  • the one or more programs can be executed by the one or more processors, and the following steps are also implemented:
  • the information view of the user is constructed according to the information items of the user that are captured from the databases, and the labels that are respectively selected for the information items, and the information is merged and/or deduplicated.
  • the one or more programs are executable by the one or more processors, and the following steps are also implemented:
  • the one or more programs are executable by the one or more processors, and the following steps are also implemented:
  • the updated information item is captured, and the information view corresponding to the primary user number is updated.
  • the one or more programs are executable by the one or more processors, and the following steps are also implemented:
  • a method, system, device and computer readable storage medium for constructing a user information view for grasping an information item from a database according to a pre-configured information item, to have a purposeful purpose from scattered user information Grab the required information, and determine the user corresponding to the captured information item; then, according to the identification information of the database, the pre-configured information item, and the content of the information item, select a corresponding label for the information item from the pre-configured label set.
  • the information item is used to organize the information item; then, according to the information item and its corresponding label, the information view of the user is constructed, and the obtained information view clearly describes the user image, and solves the problem that the existing user description is unclear.
  • the invention screens the user information purposefully according to the requirements, and puts the appropriate information label on the obtained information item, and then constructs the user information view, and the obtained user information view not only includes the user information integrated according to the requirements, but also has clear organization and can Clearly describe the user's outline without manual screening and practicality.
  • FIG. 1 is a schematic flowchart of a first embodiment of a method for constructing a user information view according to the present invention
  • FIG. 2 is a schematic flowchart of a second embodiment of a method for constructing a user information view according to the present invention
  • FIG. 3 is a schematic flowchart of a third embodiment of a method for constructing a user information view according to the present invention.
  • FIG. 4 is a schematic flowchart of a fourth embodiment of a method for constructing a user information view according to the present invention.
  • FIG. 5 is a schematic flowchart of a fifth embodiment of a method for constructing a user information view according to the present invention.
  • FIG. 6 is a schematic diagram of functional modules of a first embodiment and a second embodiment of a user information view construction system according to the present invention.
  • FIG. 7 is a schematic diagram of functional modules of a third embodiment of a user information view construction system according to the present invention.
  • FIG. 8 is a schematic diagram of functional modules of a fourth embodiment of a user information view construction system according to the present invention.
  • FIG. 9 is a schematic diagram of functional modules of a fifth embodiment of a user information view construction system according to the present invention.
  • FIG. 10 is a schematic diagram of a user information view according to an embodiment of the present invention.
  • FIG. 11 is a schematic structural diagram of a device in a hardware operating environment according to an embodiment of the present invention.
  • a first embodiment of a user information view construction method of the present invention provides a user information view construction method, where the user information view construction method includes:
  • Step S10 The information item is fetched from the database according to the pre-configured information item, and the user corresponding to the information item is determined.
  • the invention captures the user information purposefully according to the demand, re-classifies and labels, and configures the information view of each user, and the information in the information view can clearly describe the user profile to meet the application requirements.
  • the invention uses a unified user information platform, referred to as an information platform, to implement an example of the arrangement of user information.
  • the information platform fetches information items of the user from the database according to the pre-configured information items.
  • the user referred to in the present invention may be a group user or an individual user.
  • Group users can be company users, enterprise users, social group users, business unit users, and the like.
  • the database for providing user information may be a database of each subsidiary under the information platform and/or a total database of the group.
  • each subsidiary records its own user information, resulting in incomplete information in the database of each subsidiary, information of the same user.
  • the storage is relatively scattered, and the application needs to call the databases of each subsidiary to perform the query separately, which is inconvenient to use.
  • the group's total database records all the user information of each subsidiary in the group, the user information is coarser in granularity and is not classified. In the application, it is necessary to manually filter from a large amount of information to identify useful information. .
  • the pre-configured information items are selected from the information items of the database storing user information according to the required user information, such as ID number, telephone number, address, policy beneficiary, membership level, account balance, consumption record, contract, after-sales Service records and other information items related to the user.
  • the corresponding information items to be crawled may be configured for different databases, thereby realizing the information items of various aspects of the user from different databases, and obtaining complete information. User information.
  • the information platform determines the user corresponding to the information item.
  • the information items of different group users can be distinguished according to the organizational structure code of the group user, the tax registration number, the business license number, and/or the same social credit code; the identification number of the individual user, the user code, etc.
  • a unique identifier that distinguishes information items from different individual users.
  • Step S20 Select a corresponding label for the information item from the pre-configured label set according to the identifier information of the database, the information item, and the content of the information item.
  • the information platform After obtaining the information item corresponding to the user, the information platform selects the corresponding label for the information item from the pre-configured label set according to the identification information of the database, the pre-configured information item and the content of the information item.
  • the labels in the label set include a first level label and a sub label.
  • One or more Level 1 tabs can be configured based on the type of information required to describe the user.
  • Each level label includes one or more sub-labels, which are used to subdivide user information and describe the user in detail.
  • first-level tags in a tag set, including basic information, user value, user behavior, user services, user relationships, member information, user risk, user insights, and business information.
  • the basic information includes sub-tags such as the user's basic attributes and contact information, and is used to describe the basic situation of the user; the user value includes sub-tags such as user assets and user loyalty, which are used to describe the value of the user; the user behavior includes channels. Sub-tabs such as preferences and payment preferences are used to describe the individual behavior preferences of the user; the user services include sub-tags such as return visit information and service information, which are used to describe the service and service preferences that the user has received; the user relationship includes family relationships, policyholders and The sub-label of the insured's relationship is used to describe the user's family; the member management includes sub-tags such as VIP (VeryImportantPerson, VIP) user rating, which are used to describe the user's member information; the user risk includes Qianhai's reliability and fraud risk.
  • VIP VeryImportantPerson, VIP
  • Identifier tags are used to describe the user's credit information and financial risks; user insights include sub-tags such as user grouping and user portraits, which are used to describe the user's preferences and potential features; business information includes sub-labels such as contract information and claims information. Used to describe the relevant business transactions of users.
  • the first-level label involved in the information item is determined according to the identifier information of the database and the pre-configured first-level label.
  • the identification information of the database represents the attributes of the database. For example, if the identification information of the database is insurance, the information indicating the policy, the contract, the claim record, and the like purchased by the user is recorded in the database, and the information items in the database may be determined first. It involves primary information such as basic information, business information, user relationship, user value, and user behavior; if the database identification information is investment, it means that the database contains the wealth management products purchased by the user, related contracts, etc., which can be determined first. The information items in this database may involve primary information such as basic information, business information, user value, user behavior, and user risk.
  • the information platform selects the sub-label corresponding to the information item from the sub-label corresponding to the first-level label involved in the user information, according to the information item and the information item to which the information item belongs. Since the information item is captured by the pre-configured information item, the information item to which the information item belongs can be obtained according to the pre-configured information item.
  • the sub-label contact information is selected from the basic information for the information item; if the information item is a contract in the insurance database, and the contract content is life insurance, then the information item is from the business. Select sub-label contract information in the information.
  • the user detailed information may be extracted from the content of the information item according to the information item to which the information item belongs, and a sub-tag is added for the extracted detailed information.
  • the user's family relationship, the relationship between the insured and the insured, the premium, and the like may be extracted from the policy information item, and the corresponding sub-tab is added.
  • Step S30 Construct an information view of the user according to the information item and its corresponding label.
  • the information view of the user is constructed according to the obtained information item and its corresponding label.
  • the information view of different users can be identified by using a unique identification code. Thereafter, the unique identification code can also be used to query the information. User's information view.
  • the current integrated user information is used as the customer information, and a unified customer information view is constructed as an application scenario.
  • the user information view constructed is the customer information view.
  • the constructed customer information view can be referred to FIG. 10, and the information view is marked with a label, and the information of the same customer is recorded, and the contour of the customer is clearly depicted to meet the application requirements.
  • the customer information view includes nine first-level tags, including basic information, customer value, customer behavior, customer service, customer relationships, member information, customer risk, customer insights, and business information.
  • the basic information includes sub-labels such as the customer's basic attributes and contact information, which are used to describe the individual basic conditions of the customer;
  • the customer value includes sub-labels such as customer assets and customer loyalty, which are used to describe the value of the customer; customer behavior includes channels.
  • Sub-tabs such as preferences and payment preferences are used to describe the individual behavior preferences of the customer; customer services include sub-tabs such as return visit information and service information, which are used to describe the service and service preferences that the customer has received; customer relationships include family relationships, policyholders and The sub-label of the insured's relationship is used to describe the customer's family; the member management includes VIP (VeryImportantPerson, VIP) customer rating and other sub-labels to describe the customer's member information; customer risk includes Qianhai good faith, fraud risk Sub-labels are used to describe the customer's credit information and financial risks; customer insights include sub-tags such as customer groupings and customer portraits, which are used to describe the customer's propensity and potential characteristics; business information includes sub-labels such as contract information and claims information. Used to describe the relevant business transactions of customers.
  • customer services include sub-tabs such as return visit information and service information, which are used to describe the service and service preferences that the customer has received
  • customer relationships include family relationships, policyholder
  • the information platform fetches the information item from the database according to the pre-configured information item, so as to purposely capture the required information from the scattered user information, and determine the user corresponding to the captured information item; And selecting, according to the identifier information of the database, the pre-configured information item and the content of the information item, a corresponding label for the information item from the pre-configured label set, to sort the obtained information item; and then, according to the information item and its corresponding information
  • the tag builds the user's information view, and the obtained information view clearly describes the user image and solves the problem that the existing user description is unclear.
  • the user information is purposefully filtered according to requirements, and the obtained information items are labeled with appropriate tags, and then the user information view is constructed.
  • the obtained user information view not only includes user information integrated according to requirements, but also has clear organization. The user profile can be clearly described without manual screening and is highly practical.
  • the second embodiment of the user information view construction method of the present invention provides a user information view construction method.
  • the step S30 includes:
  • Step S31 Perform information combining and/or deduplication according to the information items of the user that are captured from the databases and the labels that are respectively selected for the information items, and construct an information view of the user.
  • the information platform can access multiple databases at the same time, and capture user information for integration.
  • the information items that need to be captured may be separately configured for each database in advance, and the information platform separately retrieves information items from each database according to the information items that need to be retrieved, and determines each information. The user corresponding to the item.
  • the information platform selects a corresponding label for each information item from the pre-configured label set according to the database identifier to which the information item belongs, the information item and the content of the information item.
  • the information platform filters the information items of the same user according to the user corresponding to each information item, and performs information combining and/or deduplication according to the information item of the same user and the corresponding label.
  • the information view of the user is configured according to each information item and the corresponding label.
  • the information items of the same label are the same. If the information items of the same label are different, the information items of different contents are used as the information items corresponding to the label, and the information is combined; if the information items of the same label are the same, the information is deduplicated, and only one corresponding label is retained. Information item. Thereby, the fusion of user information is achieved.
  • the information view of the user is configured according to the obtained information items and corresponding labels.
  • information is merged and/or de-duplicated according to information items of the same user captured from each database, and labels respectively selected for each information item, and then obtained according to the information.
  • the information is configured to view this user's information.
  • This embodiment implements simultaneous access to multiple databases, collects, merges, and/or deduplicates user information.
  • the configured information view describes the corresponding users more completely, clearly, and systematically, and satisfies the needs of actual applications. .
  • the third embodiment of the user information view construction method of the present invention provides a user information view construction method, which is based on the embodiment shown in FIG. 1 or FIG. 2 (this embodiment takes FIG. 1 as an example).
  • the method further includes:
  • Step S40 Obtain attribute information of the information item, and add an extension label to the information item in the information view according to the attribute information.
  • the information platform may further add an extension label to the information item in the information in the information view according to the attribute information of the information item.
  • the attribute information of the information item is configured according to the attribute of the information item when each database obtains the information item, for example, the source channel of the information item is extracted from the social network information, or is Extracted from the contract information; the carrier of the information item is obtained based on the telephone, extracted from the mail, or extracted from the paper contract.
  • the information platform acquires attribute information of each information item when the information item is fetched according to the pre-configured information item. Then, the information platform selects a corresponding extended label for the information item from the preset extended label set according to the attribute information of the information item.
  • the extended label corresponding to the information item is low in credibility; if the information item is from the contract, the extended label corresponding to the information item is highly trusted, thereby An evaluation of the quality of the information items was obtained.
  • the information platform After the extension label is selected for the information item, the information platform adds the extension label to the corresponding information item in the information view, and adds auxiliary remark information to the information item.
  • the information platform acquires the attribute information of the information item, and adds an extension label to the information item in the information view according to the obtained attribute information.
  • an extended label by adding an extended label, a supplementary description of the user information in the user information view is realized, so that the description of the user contour is more stereoscopic and close to the real user, and the application value is higher.
  • the fourth embodiment of the user information view construction method of the present invention provides a user information view construction method, which is based on the embodiment shown in FIG. 1, FIG. 2 or FIG. 3 (this embodiment is shown in FIG. 1 After the step S30, the method further includes:
  • Step S50 Configure a corresponding primary user number for the information view, and associate the user in the database with the primary user number.
  • Step S60 When the database updates the information item of the user, the updated information item is captured, and the information view corresponding to the primary user number is updated.
  • the corresponding primary user number is configured for the information view to identify the information view of different users.
  • the primary user number corresponding to the information view of different users is unique.
  • the information platform associates the user in the database with the primary user number to associate each user in the database with the user information view in the information platform for management.
  • the database When the database updates the information item of the user, the database pushes an update notification to the information platform, and the information platform fetches the updated information item according to the update notification; or the information platform detects the information item of the user in the database, and when the update is detected, the information The platform crawls updated information items.
  • the information platform corresponds to updating the information item in the information view corresponding to the primary user number.
  • the updated information can be to change old information, add new information, and so on.
  • the information platform determines, according to the pre-configured information item, whether the updated information item needs to be fetched, and determines whether the currently updated information item needs information for constructing the information view. If the updated information item belongs to the pre-configured information item, it is determined that the updated information item needs to be fetched; if the updated information item does not belong to the pre-configured information item, it is determined that the updated information item does not need to be fetched.
  • the updated information item After obtaining the judgment result, if the updated information item needs to be captured, the updated information item is captured, and the corresponding label is selected according to the information item to which the updated information item belongs, the identification information of the database, and the content of the information item.
  • the used information item is used to update the existing information item; if the label selected for the updated information item is not The corresponding information item is added to the information view corresponding to the primary user number by the information item and the selected label, and the information view is updated.
  • the information platform can record the update of the information items of the key tags according to the importance of the tags.
  • the corresponding primary user number is configured for the information view of the user, and the user in the database is associated with the primary user number; when the database updates the information item of the user, Take the updated information item and update the information view corresponding to the primary user number.
  • the user information in the database is updated, and the corresponding information view is updated in time to ensure the timeliness and integrity of the information in the information view.
  • a fifth embodiment of the user information view construction method of the present invention provides a user information view construction method, which is based on the embodiment shown in FIG. 1, FIG. 2, FIG. 3 or FIG. 1 is an example), after the step S30, the method further includes:
  • Step S70 Upon receiving an access request for the information view, obtain an access right of an account that initiates the access request;
  • Step S80 Determine an area in which the information view is opened according to the access right, and limit a range of access by the account.
  • the information platform After the information view is constructed, if the information platform receives the access request for the user information view, the account that sends the access request is obtained, and the access authority of the account is confirmed according to the pre-configured permission list.
  • Different accounts have different permissions, for example, different account levels, corresponding rights are different; accounts with the same level but different business scopes may have different permissions depending on the required information.
  • the information platform may determine the information view of the access according to the primary user number carried in the access request, or may be determined according to the unique identification code such as the user ID number and the organization number carried in the access request. The view of the information it accesses.
  • the information platform determines the area of the information view that the current account can view according to the access right of the account, that is, the area where the information view is open to the current account.
  • Different account levels have different information views.
  • the accounts with the same level but different business scopes may have different information views due to different information.
  • the information platform After determining the open area of the information view, the information platform limits the scope of current account access according to the determined area, and only allows the current account to view the open area.
  • the access authority of the account that initiates the access request is obtained; and the area in which the information view is open to the current account is determined according to the access right of the account, and the scope of the account access is restricted.
  • the account accessing the information view is authenticated, the access area is restricted, and the security of the information view is effectively managed.
  • the above-mentioned storage medium may be a read only memory, a magnetic disk or an optical disk or the like.
  • the first embodiment of the user information view construction system of the present invention provides a user information view construction system, where the user information view construction system includes:
  • the capture module 10 is configured to retrieve an information item from a database according to a pre-configured information item, and determine a user corresponding to the information item.
  • the invention captures the user information purposefully according to the demand, re-classifies and labels, and configures the information view of each user, and the information in the information view can clearly describe the user profile to meet the application requirements.
  • the invention uses a unified user information platform, referred to as an information platform, to implement an example of the arrangement of user information.
  • the user information view building system can be deployed in the information platform.
  • the crawling module 10 fetches information items of the user from the database according to the pre-configured information items.
  • the user referred to in the present invention may be a group user or an individual user.
  • Group users can be company users, enterprise users, social group users, business unit users, and the like.
  • the database for providing user information may be a database of each subsidiary under the information platform and/or a total database of the group.
  • each subsidiary records its own user information, resulting in incomplete information in the database of each subsidiary, information of the same user.
  • the storage is relatively scattered, and the application needs to call the databases of each subsidiary to perform the query separately, which is inconvenient to use.
  • the group's total database records all the user information of each subsidiary in the group, the user information is coarser in granularity and is not classified. In the application, it is necessary to manually filter from a large amount of information to identify useful information. .
  • the pre-configured information items are selected from the information items of the database storing user information according to the required user information, such as ID number, telephone number, address, policy beneficiary, membership level, account balance, consumption record, contract, after-sales Service records and other information items related to the user.
  • the corresponding information items to be crawled may be configured for different databases, thereby realizing the information items of various aspects of the user from different databases, and obtaining complete information. User information.
  • the crawling module 10 determines the user corresponding to the information item.
  • the information items of different group users can be distinguished according to the organizational structure code of the group user, the tax registration number, the business license number, and/or the same social credit code; the identification number of the individual user, the user code, etc.
  • a unique identifier that distinguishes information items from different individual users.
  • the capture module 10 obtains information items corresponding to the user.
  • the selecting module 20 is configured to select a corresponding label for the information item from the pre-configured label set according to the identifier information of the database, the information item, and the content of the information item.
  • the selection module 20 selects the corresponding label for the information item from the pre-configured label set according to the identification information of the database, the content of the information item and the information item pre-configured.
  • the labels in the label set include a first level label and a sub label.
  • One or more Level 1 tabs can be configured based on the type of information required to describe the user.
  • Each level label includes one or more sub-labels, which are used to subdivide user information and describe the user in detail.
  • first-level tags in a tag set, including basic information, user value, user behavior, user services, user relationships, member information, user risk, user insights, and business information.
  • the basic information includes sub-tags such as the user's basic attributes and contact information, and is used to describe the basic situation of the user; the user value includes sub-tags such as user assets and user loyalty, which are used to describe the value of the user; the user behavior includes channels. Sub-tabs such as preferences and payment preferences are used to describe the individual behavior preferences of the user; the user services include sub-tags such as return visit information and service information, which are used to describe the service and service preferences that the user has received; the user relationship includes family relationships, policyholders and The sub-label of the insured's relationship is used to describe the user's family; the member management includes sub-tags such as VIP (VeryImportantPerson, VIP) user rating, which are used to describe the user's member information; the user risk includes Qianhai's reliability and fraud risk.
  • VIP VeryImportantPerson, VIP
  • Identifier tags are used to describe the user's credit information and financial risks; user insights include sub-tags such as user grouping and user portraits, which are used to describe the user's preferences and potential features; business information includes sub-labels such as contract information and claims information. Used to describe the relevant business transactions of users.
  • the selection module 20 selects a label for the information item, it needs to integrate the identification information of the database, the information item to which the information item belongs, and the content of the information item.
  • the selecting module 20 determines the first-level label involved in the information item according to the identifier information of the database and the pre-configured first-level label.
  • the identification information of the database represents the attributes of the database. For example, if the identification information of the database is insurance, the information indicating the policy, the contract, the claim record, and the like purchased by the user is recorded in the database, and the information items in the database may be determined first. It involves primary information such as basic information, business information, user relationship, user value, and user behavior; if the database identification information is investment, it means that the database contains the wealth management products purchased by the user, related contracts, etc., which can be determined first. The information items in this database may involve primary information such as basic information, business information, user value, user behavior, and user risk.
  • the selection module 20 selects the sub-label corresponding to the information item from the sub-label corresponding to the first-level label of the user information according to the information item and the information item to which the information item belongs. Since the information item is captured by the pre-configured information item, the information item to which the information item belongs can be obtained according to the pre-configured information item.
  • the sub-label contact information is selected from the basic information for the information item; if the information item is a contract in the insurance database, and the contract content is life insurance, then the information item is from the business. Select sub-label contract information in the information.
  • the selecting module 20 may further extract user detailed information from the content of the information item according to the information item to which the information item belongs, and add a sub-tag for the extracted detailed information.
  • the selection module 20 may extract the user's family relationship, the relationship between the applicant and the insured, the premium, and the like from the policy information item, and add the corresponding sub-tab.
  • the selection module 20 obtains the sub-label selected for the information item as the label corresponding to the information item.
  • the building module 30 is configured to construct an information view of the user according to the information item and its corresponding label.
  • the building module 30 constructs an information view of the user according to the obtained information item and its corresponding label, and the information view of different users may be identified by using a unique identification code, and thereafter, the unique identification may also be used.
  • the code queries the information view of this user.
  • the current integrated user information is used as the customer information, and a unified customer information view is constructed as an application scenario.
  • the user information view constructed is the customer information view.
  • the constructed customer information view can be referred to FIG. 10, and the information view is marked with a label, and the information of the same customer is recorded, and the contour of the customer is clearly depicted to meet the application requirements.
  • the customer information view includes nine first-level tags, including basic information, customer value, customer behavior, customer service, customer relationships, member information, customer risk, customer insights, and business information.
  • the basic information includes sub-labels such as the customer's basic attributes and contact information, which are used to describe the individual basic conditions of the customer;
  • the customer value includes sub-labels such as customer assets and customer loyalty, which are used to describe the value of the customer; customer behavior includes channels.
  • Sub-tabs such as preferences and payment preferences are used to describe the individual behavior preferences of the customer; customer services include sub-tabs such as return visit information and service information, which are used to describe the service and service preferences that the customer has received; customer relationships include family relationships, policyholders and The sub-label of the insured's relationship is used to describe the customer's family; the member management includes VIP (VeryImportantPerson, VIP) customer rating and other sub-labels to describe the customer's member information; customer risk includes Qianhai good faith, fraud risk Sub-labels are used to describe the customer's credit information and financial risks; customer insights include sub-tags such as customer groupings and customer portraits, which are used to describe the customer's propensity and potential characteristics; business information includes sub-labels such as contract information and claims information. Used to describe the relevant business transactions of customers.
  • customer services include sub-tabs such as return visit information and service information, which are used to describe the service and service preferences that the customer has received
  • customer relationships include family relationships, policyholder
  • the crawling module 10 fetches the information item from the database according to the pre-configured information item, so as to purposely capture the required information from the scattered user information, and determine the user corresponding to the captured information item. Then, the selecting module 20 selects a corresponding label for the information item from the pre-configured label set according to the identifier information of the database, the pre-configured information item, and the content of the information item, to sort the obtained information item; and then construct the module. 30 According to the information item and its corresponding label, the information view of the user is constructed, and the obtained information view clearly describes the user image, and solves the problem that the existing user description is unclear.
  • the user information is purposefully filtered according to requirements, and the obtained information items are labeled with appropriate tags, and then the user information view is constructed.
  • the obtained user information view not only includes user information integrated according to requirements, but also has clear organization. The user profile can be clearly described without manual screening and is highly practical.
  • the second embodiment of the user information view construction system of the present invention provides a user information view construction system, based on the first embodiment of the user information view construction system of the present invention shown in FIG.
  • the building module 30 is also used when
  • the information view of the user is constructed according to the information items of the user that are captured from the databases, and the labels that are respectively selected for the information items, and the information is merged and/or deduplicated.
  • the information platform can access multiple databases at the same time, and capture user information for integration.
  • the information items that need to be captured may be separately configured for each database in advance, and the crawling module 10 separately retrieves information items from each database according to the information items that need to be captured, and determines The user corresponding to each information item.
  • the selecting module 20 selects corresponding labels for each information item from the pre-configured label set according to the database identifier to which the information item belongs, the information item and the content of the information item.
  • the building block 30 obtains the various information items and corresponding tags.
  • the building module 30 filters the information items of the same user according to the user corresponding to each information item, and performs information combining and/or deduplication according to the information items of the same user and the corresponding labels.
  • the building module 30 configures the information view of the user according to each information item and the corresponding label.
  • the constructing module 30 determines whether the information items of the same label are the same. If the information items of the same label are different, the building module 30 combines the information items of the different content as the information items corresponding to the label, and performs information merging; if the information items of the same label are the same, the building module 30 performs information deduplication. This tag retains only one corresponding item of information. Thereby, the fusion of user information is achieved.
  • the building module 30 configures the information view of the user according to the obtained information items and the corresponding labels.
  • the building block 30 configures the information view of each user.
  • the building module 30 when there are multiple databases, performs information combining and/or deduplication according to the information items of the same user captured from the respective databases and the labels corresponding to the respective information items. Then configure the information view of this user based on the obtained information.
  • This embodiment implements simultaneous access to multiple databases, collects, merges, and/or deduplicates user information.
  • the configured information view describes the corresponding users more completely, clearly, and systematically, and satisfies the needs of actual applications. .
  • the third embodiment of the user information view construction system of the present invention provides a user information view construction system.
  • the user information view construction system further includes:
  • the extension module 40 is configured to acquire attribute information of the information item, and add an extension label to the information item in the information view according to the attribute information.
  • the extension module 40 may further add an extension label to the information item in the information in the information view according to the attribute information of the information item.
  • the attribute information of the information item is configured according to the attribute of the information item when each database obtains the information item, for example, the source channel of the information item is extracted from the social network information, or is Extracted from the contract information; the carrier of the information item is obtained based on the telephone, extracted from the mail, or extracted from the paper contract.
  • the crawling module 10 acquires attribute information of each information item when the information item is captured according to the pre-configured information item. Then, the extension module 40 acquires the attribute information captured by the capture module, and selects the corresponding extended label from the preset extended label set to the information item according to the attribute information of the information item.
  • the extension module 40 has a low reliability corresponding to the extended label configured for the information item; if the information item is derived from the contract, the extension module 40 corresponds to the extended label configured for the information item.
  • the credibility is high, and the evaluation of the quality of information items is obtained.
  • the extension module 40 adds the extension label to the corresponding information item in the information view to add auxiliary remark information for the information item.
  • the extension module 40 acquires the attribute information of the information item, and adds an extension label to the information item in the information view according to the obtained attribute information.
  • an extended label by adding an extended label, a supplementary description of the user information in the user information view is realized, so that the description of the user contour is more stereoscopic and close to the real user, and the application value is higher.
  • the third embodiment of the user information view construction system of the present invention provides a user information view construction system, which is based on any of the embodiments shown in FIG. 6 or FIG. 7 (this embodiment takes FIG. 6 as an example).
  • the user information view construction system further includes:
  • the update module 50 is configured to configure a corresponding primary user number for the information view, associate the user in the database with the primary user number, and capture the information item of the user when the database is updated. And updating the information item, and updating the information view corresponding to the primary user number.
  • the update module 50 configures the corresponding primary user number for the information view to identify the information view of different users.
  • the primary user number corresponding to the information view of different users is unique.
  • the update module 50 associates the user in the database with the primary user number to associate each user in the database with the user information view in the information platform for management.
  • the database pushes the update notification to the information platform, and the update module 50 fetches the updated information item according to the update notification; or, the update module 50 detects the information item of the user in the database, when the update is detected.
  • the update module 50 grabs the updated information item.
  • the update module 50 corresponds to updating the information item in the information view corresponding to the primary user number.
  • the updated information can be to change old information, add new information, and so on.
  • the update module 50 determines, according to the pre-configured information item, whether the updated information item needs to be fetched, and determines whether the currently updated information item needs information for constructing the information view. If the updated information item belongs to the pre-configured information item, the update module 50 determines that the updated information item needs to be fetched; if the updated information item does not belong to the pre-configured information item, the update module 50 determines that the updated information is not required to be fetched. item.
  • the update module 50 fetches the updated information item, and selects the corresponding label according to the information item to which the updated information item belongs, the identification information of the database, and the content of the information item. .
  • the update module 50 updates the existing information item by using the captured information item; if the updated information item is selected for the updated information item The tag has no corresponding information item, and the update module 50 adds the captured information item and the selected tag to the information view corresponding to the main user number, and updates the information view.
  • the update module 50 may record the update of the information item of the key tag according to the importance of the tag.
  • the update module 50 configures the corresponding primary user number for the information view of the user, associates the user in the database with the primary user number, and updates the information item of the user in the database.
  • the information view corresponding to the primary user number is updated.
  • the user information in the database is updated, and the corresponding information view is updated in time to ensure the timeliness and integrity of the information in the information view.
  • the fifth embodiment of the user information view construction system of the present invention provides a user information view construction system, which is based on any of the embodiments shown in FIG. 6, FIG. 7, or FIG. 6 as an example), the user information view construction system further includes:
  • the privilege module 60 is configured to: when receiving an access request for the information view, obtain an access right of an account that initiates the access request; determine an open area of the information view according to the access right, and restrict the account access The scope.
  • the permission module 60 obtains the account that sends the access request, and confirms the access authority of the account according to the pre-configured permission list.
  • Different accounts have different permissions, for example, different account levels, corresponding rights are different; accounts with the same level but different business scopes may have different permissions depending on the required information.
  • the privilege module 60 may determine the information view of the access according to the primary user number carried in the access request, or may also use the unique identification code such as the user ID number and organization number carried in the access request. Determine the view of the information it is accessing.
  • the privilege module 60 determines the area of the information view that the current account can view according to the access right of the account, that is, the area where the information view is open to the current account.
  • Different account levels have different information views.
  • the accounts with the same level but different business scopes may have different information views due to different information.
  • the rights module 60 limits the scope of the current account access according to the determined area, and only allows the current account to view the open area.
  • the permission module 60 when receiving the access request for the information view, acquires the access authority of the account that initiates the access request; determines the area in which the information view is open to the current account according to the access right of the account, and limits the scope of the account access. .
  • the account accessing the information view is authenticated, the access area is restricted, and the security of the information view is effectively managed.
  • the above capture module 10, selection module 20, construction module 30, extension module 40, update module 50, and permission module 60 may be embedded in hardware or built independently of the user information view. In the system, it can also be stored in the memory of the user information view construction system in software form, so that the processor calls to execute the operations corresponding to the above modules.
  • the processor can be a central processing unit (CPU), a microprocessor, a microcontroller, or the like.
  • FIG. 11 is a schematic structural diagram of a device in a hardware operating environment according to an embodiment of the present invention.
  • the user information view construction device may be a PC, or may be a terminal device such as a smart phone, a tablet computer, an e-book reader, or a portable computer.
  • the user information view construction device may include a processor 1001, such as a CPU, and a network interface 1002, a memory 1003. Connection communication between these components can be achieved via a communication bus.
  • the network interface 1002 can optionally include a standard wired interface, a wireless interface (such as a WI-FI interface).
  • the memory 1003 may be a high speed RAM memory or a stable memory (non-volatile) Memory), such as disk storage.
  • the memory 1003 can also optionally be a storage device independent of the aforementioned processor 1001.
  • the user information view construction device may further include a user interface, a camera, and an RF (Radio). Frequency, RF) circuits, sensors, audio circuits, WiFi modules, and more.
  • the user interface may include a display, an input unit such as a keyboard, and the optional user interface may also include a standard wired interface, a wireless interface.
  • the user information view constructing device structure shown in FIG. 11 does not constitute a definition of the user information view constructing device, and may include more or less components than those illustrated, or combine some components. Or different parts arrangement.
  • an operating system As shown in FIG. 11, an operating system, a network communication module, and a user information view constructing program may be included in the memory 1003 as a computer storage medium.
  • the operating system is a program for managing and controlling the user information view to construct the device hardware and software resources, and supports the operation of the network communication module, the user information view building program, and other programs or software; the network communication module is used to manage and control the network interface 1002.
  • the network interface 1002 is mainly used to connect to a database, perform data communication with the database, and acquire user information items stored in the database; and the processor 1001 may be configured to execute the storage in the memory 1003.
  • the user information view builder builds the following steps:
  • the processor 1001 can also execute the user information view building program stored in the memory 1003 to implement the following steps:
  • the information view of the user is constructed according to the information items of the user that are captured from the databases, and the labels that are respectively selected for the information items, and the information is merged and/or deduplicated.
  • processor 1001 can also execute a user information view construction program stored in the memory 1003 to implement the following steps:
  • processor 1001 can also execute a user information view construction program stored in the memory 1003 to implement the following steps:
  • the updated information item is captured, and the information view corresponding to the primary user number is updated.
  • processor 1001 can also execute a user information view construction program stored in the memory 1003 to implement the following steps:
  • the specific embodiment of the user information view construction device of the present invention is basically the same as the foregoing embodiment of the user information view construction method and system, and details are not described herein.
  • the present invention provides a computer readable storage medium storing one or more programs, the one or more programs being executable by one or more processors to implement the following steps:
  • the one or more programs may be executed by the one or more processors, and the following steps are also implemented:
  • the information view of the user is constructed according to the information items of the user that are captured from the databases, and the labels that are respectively selected for the information items, and the information is merged and/or deduplicated.
  • the one or more programs may be executed by the one or more processors, and the following steps are also implemented:
  • the one or more programs may be executed by the one or more processors, and the following steps are also implemented:
  • the updated information item is captured, and the information view corresponding to the primary user number is updated.
  • the one or more programs may be executed by the one or more processors, and the following steps are also implemented:
  • the technical solution of the present invention which is essential or contributes to the prior art, may be embodied in the form of a software product stored in a storage medium (such as ROM/RAM, disk,
  • a storage medium such as ROM/RAM, disk,
  • the optical disc includes a number of instructions for causing a terminal device (which may be a cell phone, a computer, a server, or a network device, etc.) to perform the methods described in various embodiments of the present invention.

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Abstract

一种用户信息视图构建方法、系统、设备及存储介质,该方法包括:根据预先配置的信息条目从数据库中抓取信息项,确定所述信息项对应的用户(S10);根据所述数据库的标识信息、所述信息条目及所述信息项的内容,从预先配置的标签集合中为所述信息项选取对应的标签(S20);根据所述信息项及其对应的标签,构建所述用户的信息视图(S30)。该方法构建得到的用户信息视图中不仅包括了根据需求整合的用户信息,而且条理清晰,能够清楚的描述用户轮廓,无需人工筛选,实用性强。

Description

用户信息视图构建方法、系统、设备及存储介质
技术领域
本发明涉及数据处理技术领域,尤其涉及一种用户信息视图构建方法、系统、设备及计算机可读存储介质。
背景技术
企业或公司通常都会收集用户信息,包括用户的基本信息、消费记录等,用来对用户进行二次挖掘、提供售后回访服务等。
在通过各种渠道得到用户信息后,主要采用Arthur Hughes的RFM(Recency、Frequency、Monetary,近期性、频率、金额)方法对用户信息进行整理。RFM方法主要是透过分析消费者的消费的近期性、消费频率和消费金额来描述用户,评定消费者的重要性。
然而,基于目前的互联网技术,目前能够收集到的、存入数据库的用户信息远远不止这三个方面,还包括用户的售后服务信息等,若仅根据消费的近期性、消费频率和消费金额来对用户信息进行分类,会遗漏掉大量的有用信息,导致描述得到的用户轮廓是模糊不完整的,应用价值不高;若将能够收集到的信息全部堆在用户的名下,则在使用时,需要人工逐条筛选有用信息,由于缺乏条理性,难以得到清晰的用户轮廓描述。
发明内容
本发明的主要目的在于提供一种用户信息视图构建方法、系统、设备及计算机可读存储介质,旨在解决用户信息描述不清晰的技术问题。
为实现上述目的,本发明首先提供一种用户信息视图构建方法,所述用户信息视图构建方法包括以下步骤:
根据预先配置的信息条目从数据库中抓取信息项,确定所述信息项对应的用户;
根据所述数据库的标识信息、所述信息条目及所述信息项的内容,从预先配置的标签集合中为所述信息项选取对应的标签;
根据所述信息项及其对应的标签,构建所述用户的信息视图。
优选地,当有多个数据库时,所述根据所述信息项及其对应的标签,构建所述用户的信息视图的步骤,包括:
根据从所述各数据库中抓取的所述用户的信息项,以及为所述各信息项分别对应选取的标签,进行信息合并和/或去重,构建所述用户的信息视图。
优选地,所述根据所述信息项及其对应的标签,构建所述用户的信息视图的步骤之后,还包括:
获取所述信息项的属性信息,根据所述属性信息为所述信息视图中的信息项添加延伸标签。
优选地,所述根据所述信息项及其对应的标签,构建所述用户的信息视图的步骤之后,还包括:
为所述信息视图配置对应的主用户号,将所述数据库中的所述用户与所述主用户号关联;
在所述数据库更新所述用户的信息项时,抓取所述更新的信息项,更新所述主用户号对应的信息视图。
优选地,所述根据所述信息项及其对应的标签,构建所述用户的信息视图的步骤之后,还包括:
在收到对所述信息视图的访问请求时,获取发起所述访问请求的账户的访问权限;
根据所述访问权限确定所述信息视图开放的区域,限制所述账户访问的范围。
此外,为实现上述目的,本发明还提供一种用户信息视图构建系统,所述用户信息视图构建系统包括:
抓取模块,用于根据预先配置的信息条目从数据库中抓取信息项,确定所述信息项对应的用户;
选取模块,用于根据所述数据库的标识信息、所述信息条目及所述信息项的内容,从预先配置的标签集合中为所述信息项选取对应的标签;
构建模块,用于根据所述信息项及其对应的标签,构建所述用户的信息视图。
优选地,当有多个数据库时,所述构建模块还用于,
根据从所述各数据库中抓取的所述用户的信息项,以及为所述各信息项分别对应选取的标签,进行信息合并和/或去重,构建所述用户的信息视图。
优选地,所述用户信息视图构建系统还包括:
延伸模块,用于获取所述信息项的属性信息,根据所述属性信息为所述信息视图中的信息项添加延伸标签。
优选地,所述用户信息视图构建系统还包括:
更新模块,用于为所述信息视图配置对应的主用户号,将所述数据库中的所述用户与所述主用户号关联;在所述数据库更新所述用户的信息项时,抓取所述更新的信息项,更新所述主用户号对应的信息视图。
优选地,所述用户信息视图构建系统还包括:
权限模块,用于在收到对所述信息视图的访问请求时,获取发起所述访问请求的账户的访问权限;根据所述访问权限确定所述信息视图开放的区域,限制所述账户访问的范围。
此外,为实现上述目的,本发明还提供一种用户信息视图构建设备所述用户信息视图构建设备包括处理器、网络接口及存储器,所述存储器中存储有用户信息视图构建程序;
所述网络接口用于连接数据库,与所述数据库进行数据通信;
所述处理器用于执行所述用户信息视图构建程序,以实现以下步骤:
根据预先配置的信息条目从数据库中抓取信息项,确定所述信息项对应的用户;
根据所述数据库的标识信息、所述信息条目及所述信息项的内容,从预先配置的标签集合中为所述信息项选取对应的标签;
根据所述信息项及其对应的标签,构建所述用户的信息视图。
优选地,当有多个数据库时,所述处理器还用于执行所述用户信息视图构建程序,以实现以下步骤:
根据从所述各数据库中抓取的所述用户的信息项,以及为所述各信息项分别对应选取的标签,进行信息合并和/或去重,构建所述用户的信息视图。
优选地,所述处理器还用于执行所述用户信息视图构建程序,以实现以下步骤:
获取所述信息项的属性信息,根据所述属性信息为所述信息视图中的信息项添加延伸标签。
优选地,所述处理器还用于执行所述用户信息视图构建程序,以实现以下步骤:
为所述信息视图配置对应的主用户号,将所述数据库中的所述用户与所述主用户号关联;
在所述数据库更新所述用户的信息项时,抓取所述更新的信息项,更新所述主用户号对应的信息视图。
优选地,所述处理器还用于执行所述用户信息视图构建程序,以实现以下步骤:
在收到对所述信息视图的访问请求时,获取发起所述访问请求的账户的访问权限;
根据所述访问权限确定所述信息视图开放的区域,限制所述账户访问的范围。
此外,为实现上述目的,本发明还提供一种计算机可读存储介质,所述计算机可读存储介质存储有一个或者多个程序,所述一个或者多个程序可被一个或者多个处理器执行,以实现以下步骤:
根据预先配置的信息条目从数据库中抓取信息项,确定所述信息项对应的用户;
根据所述数据库的标识信息、所述信息条目及所述信息项的内容,从预先配置的标签集合中为所述信息项选取对应的标签;
根据所述信息项及其对应的标签,构建所述用户的信息视图。
优选地,当有多个数据库时,所述一个或者多个程序可被所述一个或者多个处理器执行,还实现以下步骤:
根据从所述各数据库中抓取的所述用户的信息项,以及为所述各信息项分别对应选取的标签,进行信息合并和/或去重,构建所述用户的信息视图。
优选地,所述一个或者多个程序可被所述一个或者多个处理器执行,还实现以下步骤:
获取所述信息项的属性信息,根据所述属性信息为所述信息视图中的信息项添加延伸标签。
优选地,所述一个或者多个程序可被所述一个或者多个处理器执行,还实现以下步骤:
为所述信息视图配置对应的主用户号,将所述数据库中的所述用户与所述主用户号关联;
在所述数据库更新所述用户的信息项时,抓取所述更新的信息项,更新所述主用户号对应的信息视图。
优选地,所述一个或者多个程序可被所述一个或者多个处理器执行,还实现以下步骤:
在收到对所述信息视图的访问请求时,获取发起所述访问请求的账户的访问权限;
根据所述访问权限确定所述信息视图开放的区域,限制所述账户访问的范围。
本发明实施例提出的一种用户信息视图构建方法、系统、设备和计算机可读存储介质,通过根据预先配置的信息条目从数据库中抓取信息项,以从散乱的用户信息中有目的性的抓取需要的信息,确定抓取的信息项对应的用户;然后,根据数据库的标识信息、预先配置的信息条目及信息项的内容,从预先配置的标签集合中为信息项选取对应的标签,用以整理得到的信息项;然后,根据信息项及其对应的标签,构建用户的信息视图,得到的信息视图清楚的描述了用户形象,解决了现有的用户描述不清楚的问题。本发明根据需求有目的性的筛选用户信息,并给得到的信息项打上合适的标签,再构建用户信息视图,得到的用户信息视图中不仅包括了根据需求整合的用户信息,而且条理清晰,能够清楚的描述用户轮廓,无需人工筛选,实用性强。
附图说明
图1为本发明用户信息视图构建方法第一实施例的流程示意图;
图2为本发明用户信息视图构建方法第二实施例的流程示意图;
图3为本发明用户信息视图构建方法第三实施例的流程示意图;
图4为本发明用户信息视图构建方法第四实施例的流程示意图;
图5为本发明用户信息视图构建方法第五实施例的流程示意图;
图6为本发明用户信息视图构建系统第一实施例、第二实施例的功能模块示意图;
图7为本发明用户信息视图构建系统第三实施例的功能模块示意图;
图8为本发明用户信息视图构建系统第四实施例的功能模块示意图;
图9为本发明用户信息视图构建系统第五实施例的功能模块示意图;
图10为本发明实施例中一种用户信息视图示意图;
图11是本发明实施例方案涉及的硬件运行环境的设备结构示意图。
本发明目的的实现、功能特点及优点将结合实施例,参照附图做进一步说明。
具体实施方式
应当理解,此处所描述的具体实施例仅仅用以解释本发明,并不用于限定本发明。
参照图1,本发明用户信息视图构建方法第一实施例提供一种用户信息视图构建方法,所述用户信息视图构建方法包括:
步骤S10、根据预先配置的信息条目从数据库中抓取信息项,确定所述信息项对应的用户。
本发明根据需求有目的性的抓取用户信息,重新进行分类整理打上标签,配置得到各用户的信息视图,信息视图中的信息能够足够清晰描绘出用户轮廓,满足应用需求。本发明以统一用户信息平台,简称信息平台,实施用户信息的整理举例说明。
具体的,作为一种实施方式,首先,信息平台根据预先配置的信息条目从数据库中抓取用户的信息项。本发明中所指用户可以是团体用户或个人用户。团体用户可以是公司用户、企业用户、社会团体用户、事业单位用户等。
需要说明的是,提供用户信息的数据库可以是信息平台下各子公司的数据库和/或是集团的总数据库。其中,由于各子公司经营的业务类型不同或是经营的区域范围不同,使得各子公司分别记录了自有的用户信息,导致各子公司数据库中的信息都是不完整的,同一用户的信息存储的比较分散,应用时需调用各子公司的数据库分别进行查询,使用不便。集团的总数据库中虽然记录了集团中各子公司的全部用户信息,但是用户信息的粒度较粗,并未进行分类整理,在应用时需要人工从大量的信息中进行筛选,甄别出有用的信息。
预先配置的信息条目是根据所需的用户信息,从数据库存储用户信息的信息条目中选取的,例如身份证号、电话、地址、保单受益人、会员等级、账户余额、消费记录、合同、售后服务记录等等与用户相关的信息条目。
进一步的,由于各数据库中记录的用户信息可能类型不同,因此可以针对不同的数据库配置对应的需抓取的信息条目,从而实现了从不同的数据库分别抓取用户各方面的信息项,得到完整的用户信息。
在抓取到信息项后,信息平台确定信息项对应的用户。例如,可以根据团体用户的组织结构代码、纳税登记号、营业执照号和\或同一社会信用代码等唯一识别码,区分不同团体用户的信息项;可以根据个人用户的身份证号、用户编码等唯一识别码,区分不同个人用户的信息项。
由此,得到用户对应的信息项。
步骤S20、根据所述数据库的标识信息、所述信息条目及所述信息项的内容,从预先配置的标签集合中为所述信息项选取对应的标签。
在得到用户对应的信息项后,信息平台根据数据库的标识信息,预先配置的信息条目和信息项的内容,从预先配置的标签集合中,为信息项选取对应的标签。
具体的,标签集合中的标签包括一级标签和子标签。一级标签有一个或多个,可以根据对用户的描述所需的信息类型进行配置。各一级标签包括一个或多个子标签,子标签用于将用户信息进行细分,详细描述用户。
例如,标签集合中共有9个一级标签,包括基本信息、用户价值、用户行为、用户服务、用户关系、会员信息、用户风险、用户洞见和业务信息。
其中,基本信息包括了用户的基础属性、联系方式等子标签,用于描述用户的个体基本情况;用户价值包括用户资产、用户忠诚度等子标签,用于描述用户的价值;用户行为包括渠道偏好、支付偏好等子标签,用于描述用户的个体行为偏好;用户服务包括回访信息、服务信息等子标签,用于描述用户曾受到的服务和服务偏好;用户关系包括家庭关系、投保人与被投保人的关系等子标签,用于描述用户的家庭;会员管理包括VIP(VeryImportantPerson,贵宾)用户分级等子标签,用来描述用户的会员信息;用户风险包括前海好信度、欺诈风险等子标签,用来描述用户的征信情况和财务风险;用户洞见包括用户分群、用户画像等子标签,用来描述用户的倾向性和潜在特征;业务信息包括契约信息、理赔信息等子标签,用来描述用户的相关业务往来。
在为信息项选取标签时,需要综合数据库的标识信息,信息项所属的信息条目和信息项的内容。
作为一种实施方式,首先,根据数据库的标识信息和预先配置的一级标签,确定信息项涉及的一级标签。
其中,数据库的标识信息表征了数据库的属性,例如,数据库的标识信息为保险,则表征此数据库中记载了用户购买的保单、合同、理赔记录等信息,可以首先确定此数据库中的信息项可能涉及到基本信息、业务信息、用户关系、用户价值、用户行为等一级标签;数据库的标识信息为投资,则表征此数据库中记载了用户购买的理财产品,相关的合同等信息,可以首先确定此数据库中的信息项可能涉及到基本信息、业务信息、用户价值、用户行为、用户风险等一级标签。
然后,信息平台根据信息项所属的信息条目和信息项的内容,从用户信息涉及的一级标签对应的子标签中,选取信息项对应的子标签。由于是预先配置的信息条目抓取的信息项,因此能够根据预先配置的信息条目获取信息项所属的信息条目。
例如,若信息项是保险数据库中的用户地址,则为此信息项从基本信息中选取子标签联系信息;若信息项是保险数据库中的合同,合同内容是寿险,则为此信息项从业务信息中选取子标签契约信息。
进一步的,还可以根据信息项所属的信息条目,从信息项的内容中提取用户详细信息,为提取得到的详细信息添加子标签。
例如,可以从保单信息项中提取用户的家庭关系,投保人与被投保人的关系,保费等信息,并添加对应的子标签。
由此,得到为信息项选取的子标签,作为信息项对应的标签。
步骤S30、根据所述信息项及其对应的标签,构建所述用户的信息视图。
在为信息项选取标签后,根据得到的信息项及其对应的标签,构建此用户的信息视图,不同用户的信息视图可使用唯一识别码进行标识,此后,也可以使用此唯一识别码查询此用户的信息视图。
以当前的整合的用户信息为客户信息,构建统一的客户信息视图为应用场景,进行举例说明。则构建得到的用户信息视图为客户信息视图。
构建得到的客户信息视图可参照图10,信息视图中以标签为标识,记录了同一客户各项信息,清晰的描绘出了客户的轮廓,满足应用需求。
客户信息视图中包括9个一级标签,包括基本信息、客户价值、客户行为、客户服务、客户关系、会员信息、客户风险、客户洞见和业务信息。
其中,基本信息包括了客户的基础属性、联系方式等子标签,用于描述客户的个体基本情况;客户价值包括客户资产、客户忠诚度等子标签,用于描述客户的价值;客户行为包括渠道偏好、支付偏好等子标签,用于描述客户的个体行为偏好;客户服务包括回访信息、服务信息等子标签,用于描述客户曾受到的服务和服务偏好;客户关系包括家庭关系、投保人与被投保人的关系等子标签,用于描述客户的家庭;会员管理包括VIP(VeryImportantPerson,贵宾)客户分级等子标签,用来描述客户的会员信息;客户风险包括前海好信度、欺诈风险等子标签,用来描述客户的征信情况和财务风险;客户洞见包括客户分群、客户画像等子标签,用来描述客户的倾向性和潜在特征;业务信息包括契约信息、理赔信息等子标签,用来描述客户的相关业务往来。
在本实施例中,信息平台根据预先配置的信息条目从数据库中抓取信息项,以从散乱的用户信息中有目的性的抓取需要的信息,确定抓取的信息项对应的用户;然后,根据数据库的标识信息、预先配置的信息条目及信息项的内容,从预先配置的标签集合中为信息项选取对应的标签,用以整理得到的信息项;然后,根据信息项及其对应的标签,构建用户的信息视图,得到的信息视图清楚的描述了用户形象,解决了现有的用户描述不清楚的问题。本实施例根据需求有目的性的筛选用户信息,并给得到的信息项打上合适的标签,再构建用户信息视图,得到的用户信息视图中不仅包括了根据需求整合的用户信息,而且条理清晰,能够清楚的描述用户轮廓,无需人工筛选,实用性强。
进一步的,参照图2,本发明用户信息视图构建方法第二实施例提供一种用户信息视图构建方法,基于上述图1所示的实施例,当有多个数据库时,所述步骤S30包括:
步骤S31、根据从所述各数据库中抓取的所述用户的信息项,以及为所述各信息项分别对应选取的标签,进行信息合并和/或去重,构建所述用户的信息视图。
在本实施例中,信息平台可同时接入多个数据库,抓取用户信息进行整合。
具体的,在信息平台同时接入多个数据库时,可预先针对各数据库分别配置需要抓取的信息条目,信息平台根据需要抓取的信息条目分别从各数据库中抓取信息项,确定各信息项对应的用户。
然后,信息平台分别根据各信息项所属的数据库标识,所属的信息条目和信息项的内容,从预先配置的标签集合中为各信息项选取对应的标签。
由此,得到各信息项和对应的标签。
然后,信息平台根据各信息项对应的用户,将同一用户的信息项筛选出来,根据同一用户的信息项和对应的标签,进行信息合并和/或去重。
作为一种实施方式,若同一用户各信息项对应的标签不同,则根据各信息项及对应的标签配置此用户的信息视图。
作为另外一种实施方式,若同一用户的各信息项中,有两个及以上的信息项对应的标签相同,则判断相同标签的信息项内容是否相同。若相同标签的信息项内容不同,则将不同内容的信息项都作为此标签对应的信息项,进行信息合并;若相同标签的信息项内容相同,则进行信息去重,此标签仅保留一个对应的信息项。由此,实现了用户信息的融合。
在对同一用户的信息项进行合并和/或去重后,根据得到的信息项及对应的标签,配置此用户的信息视图。
依次类推,分别配置各用户的信息视图。
在本实施例中,当有多个数据库时,根据从各数据库中抓取的同一用户的信息项,以及为各信息项分别对应选取的标签,进行信息合并和/或去重,然后根据得到的信息配置此用户的信息视图。本实施例实现了同时接入多个数据库,进行用户信息的收集、合并和/或去重,配置得到的信息视图更加完整、清晰、有条理的描述了对应的用户,满足了实际应用的需求。
进一步的,参照图3,本发明用户信息视图构建方法第三实施例提供一种用户信息视图构建方法,基于上述图1或图2所示的实施例(本实施例以图1为例),所述步骤S30之后,还包括:
步骤S40、获取所述信息项的属性信息,根据所述属性信息为所述信息视图中的信息项添加延伸标签。
本实施例中,在构建得到用户的信息视图后,信息平台还可以进一步根据信息项的属性信息,为信息视图中的信息中的信息项添加延伸标签。
具体的,作为一种实施方式,信息项的属性信息是各数据库在采集得到信息项时,根据信息项的属性配置的,例如:信息项的来源渠道,是从社交网络信息中提取的,还是从合同信息中提取的;信息项的载体,是基于电话获取的,还是从邮件中提取的,还是从纸质合同中提取的等。
信息平台在根据预先配置的信息条目抓取信息项时,获取各信息项的属性信息。然后,信息平台根据信息项的属性信息,从预设的延伸标签集合中为信息项向选取对应的延伸标签。
例如,若信息项来源于网络信息,则对应为此信息项配置的延伸标签为可信度低;若信息项来源于合同,则对应为此信息项配置的延伸标签为可信度高,从而得到了对信息项质量的评价。
在为信息项选取延伸标签后,信息平台将延伸标签添加到信息视图中对应的信息项,用以为此信息项添加辅助的备注信息。
在本实施例中,信息平台获取信息项的属性信息,根据得到的属性信息为信息视图中的此信息项添加延伸标签。本实施例通过添加延伸标签,实现了对用户信息视图中用户信息的补充说明,使得对于用户轮廓的描述更加立体,贴近真实的用户,应用价值更高。
进一步的,参照图4,本发明用户信息视图构建方法第四实施例提供一种用户信息视图构建方法,基于上述图1、图2或图3所示的实施例(本实施例以图1为例),所述步骤S30之后,还包括:
步骤S50、为所述信息视图配置对应的主用户号,将所述数据库中的所述用户与所述主用户号关联;
步骤S60、在所述数据库更新所述用户的信息项时,抓取所述更新的信息项,更新所述主用户号对应的信息视图。
本实施例在构建得到用户的信息视图后,为信息视图配置对应的主用户号,以标识不同用户的信息视图。不同用户的信息视图所对应的主用户号是唯一的。
然后,信息平台将数据库中的此用户与主用户号建立关联关系,用以将数据库中的各用户与信息平台中的用户信息视图关联起来,便于管理。
当数据库更新此用户的信息项时,数据库向信息平台推送更新通知,信息平台根据更新通知抓取更新的信息项;或,信息平台检测数据库中此用户的信息项,当检测到更新时,信息平台抓取更新的信息项。
在得到更新的信息项后,信息平台对应更新主用户号对应的信息视图中的信息项。更新的信息可以是更改旧信息、添加新信息等。
进一步的,在数据库更新用户的信息项时,信息平台根据预先配置的信息条目判断是否需要抓取此更新的信息项,用以判断当前更新的信息项是否构建信息视图所需要的信息。若更新的信息项属于预先配置的信息条目,则判定需要抓取更新的信息项;若更新的信息项不属于预先配置的信息条目,则判定不需要抓取更新的信息项。
在得到判断结果后,若需要抓取更新的信息项,则抓取更新的信息项,根据更新的信息项所属的信息条目,数据库的标识信息和信息项的内容,选取对应的标签。
若在主用户号对应的信息视图中,为更新的信息项选取的标签已有对应的信息项,则使用抓取的信息项更新已有的信息项;若为更新的信息项选取的标签没有对应的信息项,则将抓取的信息项及选取的标签添加到主用户号对应的信息视图中,更新此信息视图。
由此,实现了对信息视图的更新。在更新用户的信息视图时,信息平台可以根据标签的重要性,记录关键标签的信息项更新情况。
在本实施例中,在构建得到用户的信息视图后,为用户的信息视图配置对应的主用户号,将数据库中的此用户与主用户号关联;在数据库更新此用户的信息项时,抓取更新的信息项,更新主用户号对应的信息视图。本实施例通过将数据库中的用户与其信息视图对应的主用户号关联,从而实现了在数据库中的用户信息更新时,及时更新对应的信息视图,保障信息视图中信息的时效性和完整性。
进一步的,参照图5,本发明用户信息视图构建方法第五实施例提供一种用户信息视图构建方法,基于上述图1、图2图3或图4所示的实施例(本实施例以图1为例),所述步骤S30之后,还包括:
步骤S70、在收到对所述信息视图的访问请求时,获取发起所述访问请求的账户的访问权限;
步骤S80、根据所述访问权限确定所述信息视图开放的区域,限制所述账户访问的范围。
在构建得到信息视图后,若信息平台收到对用户信息视图的访问请求,则获取发送此访问请求的账户,根据预先配置的权限列表,确认此账户的访问权限。不同的账户对应的权限不同,例如,不同的账户等级,对应的权限不同;等级相同但经营范围不同的账户,由于需要的信息不同,对应的权限可能也不同。
需要说明的是,在收到访问请求时,信息平台可以根据访问请求携带的主用户号确定其访问的信息视图,也可以根据访问请求携带的用户身份证号、组织机构号等唯一识别码确定其访问的信息视图。
在得到账户的访问权限后,信息平台根据账户的访问权限确定当前账户可以查看的信息视图的区域,也即信息视图对当前账户开放的区域。不同的账户等级,信息视图开放的区域不同;等级相同但经营范围不同的账户,由于需要的信息不同,信息视图开放的区域可能也不同。
在确定信息视图开放的区域后,信息平台根据确定的区域限制当前账户访问的范围,仅允许当前账户查看开放的区域。
在本实施例中,在收到对信息视图的访问请求时,获取发起访问请求的账户的访问权限;根据账户的访问权限确定信息视图对当前账户开放的区域,限制账户访问的范围。本实施例通过对访问信息视图的账户进行鉴权,限制访问区域,实现了对信息视图安全性的有效管理。
需要说明的是,本领域普通技术人员可以理解实现上述实施例的全部或部分步骤可以通过硬件来完成,也可以通过程序来指令相关的硬件完成,所述的程序可以存储于一种计算机可读存储介质中,上述提到的存储介质可以是只读存储器,磁盘或光盘等。
参照图6,本发明用户信息视图构建系统第一实施例提供一种用户信息视图构建系统,所述用户信息视图构建系统包括:
抓取模块10,用于根据预先配置的信息条目从数据库中抓取信息项,确定所述信息项对应的用户。
本发明根据需求有目的性的抓取用户信息,重新进行分类整理打上标签,配置得到各用户的信息视图,信息视图中的信息能够足够清晰描绘出用户轮廓,满足应用需求。本发明以统一用户信息平台,简称信息平台,实施用户信息的整理举例说明。用户信息视图构建系统可部署在信息平台中。
具体的,作为一种实施方式,首先,抓取模块10根据预先配置的信息条目从数据库中抓取用户的信息项。本发明中所指用户可以是团体用户或个人用户。团体用户可以是公司用户、企业用户、社会团体用户、事业单位用户等。
需要说明的是,提供用户信息的数据库可以是信息平台下各子公司的数据库和/或是集团的总数据库。其中,由于各子公司经营的业务类型不同或是经营的区域范围不同,使得各子公司分别记录了自有的用户信息,导致各子公司数据库中的信息都是不完整的,同一用户的信息存储的比较分散,应用时需调用各子公司的数据库分别进行查询,使用不便。集团的总数据库中虽然记录了集团中各子公司的全部用户信息,但是用户信息的粒度较粗,并未进行分类整理,在应用时需要人工从大量的信息中进行筛选,甄别出有用的信息。
预先配置的信息条目是根据所需的用户信息,从数据库存储用户信息的信息条目中选取的,例如身份证号、电话、地址、保单受益人、会员等级、账户余额、消费记录、合同、售后服务记录等等与用户相关的信息条目。
进一步的,由于各数据库中记录的用户信息可能类型不同,因此可以针对不同的数据库配置对应的需抓取的信息条目,从而实现了从不同的数据库分别抓取用户各方面的信息项,得到完整的用户信息。
在抓取到信息项后,抓取模块10确定信息项对应的用户。例如,可以根据团体用户的组织结构代码、纳税登记号、营业执照号和\或同一社会信用代码等唯一识别码,区分不同团体用户的信息项;可以根据个人用户的身份证号、用户编码等唯一识别码,区分不同个人用户的信息项。
由此,抓取模块10得到用户对应的信息项。
选取模块20,用于根据所述数据库的标识信息、所述信息条目及所述信息项的内容,从预先配置的标签集合中为所述信息项选取对应的标签。
在得到用户对应的信息项后,选取模块20根据数据库的标识信息,预先配置的信息条目和信息项的内容,从预先配置的标签集合中,为信息项选取对应的标签。
具体的,标签集合中的标签包括一级标签和子标签。一级标签有一个或多个,可以根据对用户的描述所需的信息类型进行配置。各一级标签包括一个或多个子标签,子标签用于将用户信息进行细分,详细描述用户。
例如,标签集合中共有9个一级标签,包括基本信息、用户价值、用户行为、用户服务、用户关系、会员信息、用户风险、用户洞见和业务信息。
其中,基本信息包括了用户的基础属性、联系方式等子标签,用于描述用户的个体基本情况;用户价值包括用户资产、用户忠诚度等子标签,用于描述用户的价值;用户行为包括渠道偏好、支付偏好等子标签,用于描述用户的个体行为偏好;用户服务包括回访信息、服务信息等子标签,用于描述用户曾受到的服务和服务偏好;用户关系包括家庭关系、投保人与被投保人的关系等子标签,用于描述用户的家庭;会员管理包括VIP(VeryImportantPerson,贵宾)用户分级等子标签,用来描述用户的会员信息;用户风险包括前海好信度、欺诈风险等子标签,用来描述用户的征信情况和财务风险;用户洞见包括用户分群、用户画像等子标签,用来描述用户的倾向性和潜在特征;业务信息包括契约信息、理赔信息等子标签,用来描述用户的相关业务往来。
选取模块20在为信息项选取标签时,需要综合数据库的标识信息,信息项所属的信息条目和信息项的内容。
作为一种实施方式,首先,选取模块20根据数据库的标识信息和预先配置的一级标签,确定信息项涉及的一级标签。
其中,数据库的标识信息表征了数据库的属性,例如,数据库的标识信息为保险,则表征此数据库中记载了用户购买的保单、合同、理赔记录等信息,可以首先确定此数据库中的信息项可能涉及到基本信息、业务信息、用户关系、用户价值、用户行为等一级标签;数据库的标识信息为投资,则表征此数据库中记载了用户购买的理财产品,相关的合同等信息,可以首先确定此数据库中的信息项可能涉及到基本信息、业务信息、用户价值、用户行为、用户风险等一级标签。
然后,选取模块20根据信息项所属的信息条目和信息项的内容,从用户信息涉及的一级标签对应的子标签中,选取信息项对应的子标签。由于是预先配置的信息条目抓取的信息项,因此能够根据预先配置的信息条目获取信息项所属的信息条目。
例如,若信息项是保险数据库中的用户地址,则为此信息项从基本信息中选取子标签联系信息;若信息项是保险数据库中的合同,合同内容是寿险,则为此信息项从业务信息中选取子标签契约信息。
进一步的,选取模块20还可以根据信息项所属的信息条目,从信息项的内容中提取用户详细信息,为提取得到的详细信息添加子标签。
例如,选取模块20可以从保单信息项中提取用户的家庭关系,投保人与被投保人的关系,保费等信息,并添加对应的子标签。
由此,选取模块20得到为信息项选取的子标签,作为信息项对应的标签。
构建模块30,用于根据所述信息项及其对应的标签,构建所述用户的信息视图。
在为信息项选取标签后,构建模块30根据得到的信息项及其对应的标签,构建此用户的信息视图,不同用户的信息视图可使用唯一识别码进行标识,此后,也可以使用此唯一识别码查询此用户的信息视图。
以当前的整合的用户信息为客户信息,构建统一的客户信息视图为应用场景,进行举例说明。则构建得到的用户信息视图为客户信息视图。
构建得到的客户信息视图可参照图10,信息视图中以标签为标识,记录了同一客户各项信息,清晰的描绘出了客户的轮廓,满足应用需求。
客户信息视图中包括9个一级标签,包括基本信息、客户价值、客户行为、客户服务、客户关系、会员信息、客户风险、客户洞见和业务信息。
其中,基本信息包括了客户的基础属性、联系方式等子标签,用于描述客户的个体基本情况;客户价值包括客户资产、客户忠诚度等子标签,用于描述客户的价值;客户行为包括渠道偏好、支付偏好等子标签,用于描述客户的个体行为偏好;客户服务包括回访信息、服务信息等子标签,用于描述客户曾受到的服务和服务偏好;客户关系包括家庭关系、投保人与被投保人的关系等子标签,用于描述客户的家庭;会员管理包括VIP(VeryImportantPerson,贵宾)客户分级等子标签,用来描述客户的会员信息;客户风险包括前海好信度、欺诈风险等子标签,用来描述客户的征信情况和财务风险;客户洞见包括客户分群、客户画像等子标签,用来描述客户的倾向性和潜在特征;业务信息包括契约信息、理赔信息等子标签,用来描述客户的相关业务往来。
在本实施例中,抓取模块10根据预先配置的信息条目从数据库中抓取信息项,以从散乱的用户信息中有目的性的抓取需要的信息,确定抓取的信息项对应的用户;然后,选取模块20根据数据库的标识信息、预先配置的信息条目及信息项的内容,从预先配置的标签集合中为信息项选取对应的标签,用以整理得到的信息项;然后,构建模块30根据信息项及其对应的标签,构建用户的信息视图,得到的信息视图清楚的描述了用户形象,解决了现有的用户描述不清楚的问题。本实施例根据需求有目的性的筛选用户信息,并给得到的信息项打上合适的标签,再构建用户信息视图,得到的用户信息视图中不仅包括了根据需求整合的用户信息,而且条理清晰,能够清楚的描述用户轮廓,无需人工筛选,实用性强。
进一步的,参照图6,本发明用户信息视图构建系统第二实施例提供一种用户信息视图构建系统,基于上述图6所示的本发明用户信息视图构建系统第一实施例,当有多个数据库时,所述构建模块30还用于,
根据从所述各数据库中抓取的所述用户的信息项,以及为所述各信息项分别对应选取的标签,进行信息合并和/或去重,构建所述用户的信息视图。
在本实施例中,信息平台可同时接入多个数据库,抓取用户信息进行整合。
具体的,在信息平台同时接入多个数据库时,可预先针对各数据库分别配置需要抓取的信息条目,抓取模块10根据需要抓取的信息条目分别从各数据库中抓取信息项,确定各信息项对应的用户。
然后,选取模块20分别根据各信息项所属的数据库标识,所属的信息条目和信息项的内容,从预先配置的标签集合中为各信息项选取对应的标签。
由此,构建模块30得到各信息项和对应的标签。
然后,构建模块30根据各信息项对应的用户,将同一用户的信息项筛选出来,根据同一用户的信息项和对应的标签,进行信息合并和/或去重。
作为一种实施方式,若同一用户各信息项对应的标签不同,则构建模块30根据各信息项及对应的标签配置此用户的信息视图。
作为另外一种实施方式,若同一用户的各信息项中,有两个及以上的信息项对应的标签相同,则构建模块30判断相同标签的信息项内容是否相同。若相同标签的信息项内容不同,则构建模块30将不同内容的信息项都作为此标签对应的信息项,进行信息合并;若相同标签的信息项内容相同,则构建模块30进行信息去重,此标签仅保留一个对应的信息项。由此,实现了用户信息的融合。
在对同一用户的信息项进行合并和/或去重后,构建模块30根据得到后的信息项及对应的标签,配置此用户的信息视图。
依次类推,构建模块30分别配置各用户的信息视图。
在本实施例中,当有多个数据库时,构建模块30根据从各数据库中抓取的同一用户的信息项,以及为各信息项分别对应选取的标签,进行信息合并和/或去重,然后根据得到的信息配置此用户的信息视图。本实施例实现了同时接入多个数据库,进行用户信息的收集、合并和/或去重,配置得到的信息视图更加完整、清晰、有条理的描述了对应的用户,满足了实际应用的需求。
进一步的,参照图7,本发明用户信息视图构建系统第三实施例提供一种用户信息视图构建系统,基于上述图6所示的任一实施例,所述用户信息视图构建系统还包括:
延伸模块40,用于获取所述信息项的属性信息,根据所述属性信息为所述信息视图中的信息项添加延伸标签。
本实施例中,在构建得到用户的信息视图后,延伸模块40还可以进一步根据信息项的属性信息,为信息视图中的信息中的信息项添加延伸标签。
具体的,作为一种实施方式,信息项的属性信息是各数据库在采集得到信息项时,根据信息项的属性配置的,例如:信息项的来源渠道,是从社交网络信息中提取的,还是从合同信息中提取的;信息项的载体,是基于电话获取的,还是从邮件中提取的,还是从纸质合同中提取的等。
抓取模块10在根据预先配置的信息条目抓取信息项时,获取各信息项的属性信息。然后,延伸模块40获取抓取模块抓取的属性信息,根据信息项的属性信息从预设的延伸标签集合中为信息项向选取对应的延伸标签。
例如,若信息项来源于网络信息,则延伸模块40对应为此信息项配置的延伸标签为可信度低;若信息项来源于合同,则延伸模块40对应为此信息项配置的延伸标签为可信度高,从而得到了对信息项质量的评价。
在为信息项选取延伸标签后,延伸模块40将延伸标签添加到信息视图中对应的信息项,用以为此信息项添加辅助的备注信息。
在本实施例中,延伸模块40获取信息项的属性信息,根据得到的属性信息为信息视图中的此信息项添加延伸标签。本实施例通过添加延伸标签,实现了对用户信息视图中用户信息的补充说明,使得对于用户轮廓的描述更加立体,贴近真实的用户,应用价值更高。
进一步的,参照图8,本发明用户信息视图构建系统第三实施例提供一种用户信息视图构建系统,基于上述图6或图7所示的任一实施例(本实施例以图6为例),所述用户信息视图构建系统还包括:
更新模块50,用于为所述信息视图配置对应的主用户号,将所述数据库中的所述用户与所述主用户号关联;在所述数据库更新所述用户的信息项时,抓取所述更新的信息项,更新所述主用户号对应的信息视图。
本实施例在构建得到用户的信息视图后,更新模块50为信息视图配置对应的主用户号,以标识不同用户的信息视图。不同用户的信息视图所对应的主用户号是唯一的。
然后,更新模块50将数据库中的此用户与主用户号建立关联关系,用以将数据库中的各用户与信息平台中的用户信息视图关联起来,便于管理。
当数据库更新此用户的信息项时,数据库向信息平台推送更新通知,更新模块50根据更新通知抓取更新的信息项;或,更新模块50检测数据库中此用户的信息项,当检测到更新时,更新模块50抓取更新的信息项。
在得到更新的信息项后,更新模块50对应更新主用户号对应的信息视图中的信息项。更新的信息可以是更改旧信息、添加新信息等。
进一步的,在数据库更新用户的信息项时,更新模块50根据预先配置的信息条目判断是否需要抓取此更新的信息项,用以判断当前更新的信息项是否构建信息视图所需要的信息。若更新的信息项属于预先配置的信息条目,则更新模块50判定需要抓取更新的信息项;若更新的信息项不属于预先配置的信息条目,则更新模块50判定不需要抓取更新的信息项。
在得到判断结果后,若需要抓取更新的信息项,则更新模块50抓取更新的信息项,根据更新的信息项所属的信息条目,数据库的标识信息和信息项的内容,选取对应的标签。
若在主用户号对应的信息视图中,为更新的信息项选取的标签已有对应的信息项,则更新模块50使用抓取的信息项更新已有的信息项;若为更新的信息项选取的标签没有对应的信息项,则更新模块50将抓取的信息项及选取的标签添加到主用户号对应的信息视图中,更新此信息视图。
由此,实现了对信息视图的更新。在更新用户的信息视图时,更新模块50可以根据标签的重要性,记录关键标签的信息项更新情况。
在本实施例中,在构建得到用户的信息视图后,更新模块50为用户的信息视图配置对应的主用户号,将数据库中的此用户与主用户号关联;在数据库更新此用户的信息项时,抓取更新的信息项,更新主用户号对应的信息视图。本实施例通过将数据库中的用户与其信息视图对应的主用户号关联,从而实现了在数据库中的用户信息更新时,及时更新对应的信息视图,保障信息视图中信息的时效性和完整性。
进一步的,参照图9,本发明用户信息视图构建系统第五实施例提供一种用户信息视图构建系统,基于上述图6、图7或图8所示的任一实施例(本实施例以图6为例),所述用户信息视图构建系统还包括:
权限模块60,用于在收到对所述信息视图的访问请求时,获取发起所述访问请求的账户的访问权限;根据所述访问权限确定所述信息视图开放的区域,限制所述账户访问的范围。
在构建得到信息视图后,若信息平台收到对用户信息视图的访问请求,则权限模块60获取发送此访问请求的账户,根据预先配置的权限列表,确认此账户的访问权限。不同的账户对应的权限不同,例如,不同的账户等级,对应的权限不同;等级相同但经营范围不同的账户,由于需要的信息不同,对应的权限可能也不同。
需要说明的是,在收到访问请求时,权限模块60可以根据访问请求携带的主用户号确定其访问的信息视图,也可以根据访问请求携带的用户身份证号、组织机构号等唯一识别码确定其访问的信息视图。
在得到账户的访问权限后,权限模块60根据账户的访问权限确定当前账户可以查看的信息视图的区域,也即信息视图对当前账户开放的区域。不同的账户等级,信息视图开放的区域不同;等级相同但经营范围不同的账户,由于需要的信息不同,信息视图开放的区域可能也不同。
在确定信息视图开放的区域后,权限模块60根据确定的区域限制当前账户访问的范围,仅允许当前账户查看开放的区域。
在本实施例中,在收到对信息视图的访问请求时,权限模块60获取发起访问请求的账户的访问权限;根据账户的访问权限确定信息视图对当前账户开放的区域,限制账户访问的范围。本实施例通过对访问信息视图的账户进行鉴权,限制访问区域,实现了对信息视图安全性的有效管理。
需要说明的是,在硬件实现上,以上抓取模块10、选取模块20、构建模块30、延伸模块40、更新模块50以及权限模块60等可以以硬件形式内嵌于或独立于用户信息视图构建系统中,也可以以软件形式存储于用户信息视图构建系统的存储器中,以便于处理器调用执行以上各个模块对应的操作。该处理器可以为中央处理单元(CPU)、微处理器、单片机等。
如图11所示,图11是本发明实施例方案涉及的硬件运行环境的设备结构示意图。
本发明实施例用户信息视图构建设备可以是PC,也可以是智能手机、平板电脑、电子书阅读器、便携计算机等终端设备。
如图11所示,用户信息视图构建设备可以包括:处理器1001,例如CPU,以及网络接口1002,存储器1003。这些组件之间的连接通信可以通过通信总线实现。网络接口1002可选的可以包括标准的有线接口、无线接口(如WI-FI接口)。存储器1003可以是高速RAM存储器,也可以是稳定的存储器(non-volatile memory),例如磁盘存储器。存储器1003可选的还可以是独立于前述处理器1001的存储装置。
可选地,用户信息视图构建设备还可以包括用户接口、摄像头、RF(Radio Frequency,射频)电路,传感器、音频电路、WiFi模块等等。用户接口可以包括显示屏(Display)、输入单元比如键盘(Keyboard),可选用户接口还可以包括标准的有线接口、无线接口。
本领域技术人员可以理解,图11中示出的用户信息视图构建设备结构并不构成对用户信息视图构建设备的限定,可以包括比图示更多或更少的部件,或者组合某些部件,或者不同的部件布置。
如图11所示,作为一种计算机存储介质的存储器1003中可以包括操作系统、网络通信模块以及用户信息视图构建程序。其中,操作系统是管理和控制用户信息视图构建设备硬件与软件资源的程序,支持网络通信模块、用户信息视图构建程序以及其他程序或软件的运行;网络通信模块用于管理和控制网络接口1002。
在图11所示的用户信息视图构建设备中,网络接口1002主要用于连接数据库,与数据库进行数据通信,获取数据库中存储的用户信息项;而处理器1001可以用于执行存储器1003中存储的用户信息视图构建程序,以实现以下步骤:
根据预先配置的信息条目从数据库中抓取信息项,确定所述信息项对应的用户;
根据所述数据库的标识信息、所述信息条目及所述信息项的内容,从预先配置的标签集合中为所述信息项选取对应的标签;
根据所述信息项及其对应的标签,构建所述用户的信息视图。
进一步地,当有多个数据库时,处理器1001还可以执行存储器1003中存储的用户信息视图构建程序,以实现以下步骤:
根据从所述各数据库中抓取的所述用户的信息项,以及为所述各信息项分别对应选取的标签,进行信息合并和/或去重,构建所述用户的信息视图。
进一步地,处理器1001还可以执行存储器1003中存储的用户信息视图构建程序,以实现以下步骤:
获取所述信息项的属性信息,根据所述属性信息为所述信息视图中的信息项添加延伸标签。
进一步地,处理器1001还可以执行存储器1003中存储的用户信息视图构建程序,以实现以下步骤:
为所述信息视图配置对应的主用户号,将所述数据库中的所述用户与所述主用户号关联;
在所述数据库更新所述用户的信息项时,抓取所述更新的信息项,更新所述主用户号对应的信息视图。
进一步地,处理器1001还可以执行存储器1003中存储的用户信息视图构建程序,以实现以下步骤:
在收到对所述信息视图的访问请求时,获取发起所述访问请求的账户的访问权限;
根据所述访问权限确定所述信息视图开放的区域,限制所述账户访问的范围。
本发明用户信息视图构建设备的具体实施例与上述用户信息视图构建方法和系统各实施例基本相同,在此不作赘述。
本发明提供了一种计算机可读存储介质,所述计算机可读存储介质存储有一个或者多个程序,所述一个或者多个程序可被一个或者多个处理器执行,以实现以下步骤:
根据预先配置的信息条目从数据库中抓取信息项,确定所述信息项对应的用户;
根据所述数据库的标识信息、所述信息条目及所述信息项的内容,从预先配置的标签集合中为所述信息项选取对应的标签;
根据所述信息项及其对应的标签,构建所述用户的信息视图。
进一步地,当有多个数据库时,所述一个或者多个程序可被所述一个或者多个处理器执行,还实现以下步骤:
根据从所述各数据库中抓取的所述用户的信息项,以及为所述各信息项分别对应选取的标签,进行信息合并和/或去重,构建所述用户的信息视图。
进一步地,所述一个或者多个程序可被所述一个或者多个处理器执行,还实现以下步骤:
获取所述信息项的属性信息,根据所述属性信息为所述信息视图中的信息项添加延伸标签。
进一步地,所述一个或者多个程序可被所述一个或者多个处理器执行,还实现以下步骤:
为所述信息视图配置对应的主用户号,将所述数据库中的所述用户与所述主用户号关联;
在所述数据库更新所述用户的信息项时,抓取所述更新的信息项,更新所述主用户号对应的信息视图。
进一步地,所述一个或者多个程序可被所述一个或者多个处理器执行,还实现以下步骤:
在收到对所述信息视图的访问请求时,获取发起所述访问请求的账户的访问权限;
根据所述访问权限确定所述信息视图开放的区域,限制所述账户访问的范围。
本发明计算机可读存储介质的具体实施例与上述用户信息视图构建方法和系统各实施例基本相同,在此不作赘述。
还需要说明的是,在本文中,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者装置不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者装置所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括该要素的过程、方法、物品或者装置中还存在另外的相同要素。
上述本发明实施例序号仅仅为了描述,不代表实施例的优劣。通过以上的实施方式的描述,本领域的技术人员可以清楚地了解到上述实施例方法可借助软件加必需的通用硬件平台的方式来实现,当然也可以通过硬件,但很多情况下前者是更佳的实施方式。基于这样的理解,本发明的技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来,该计算机软件产品存储在一个存储介质(如ROM/RAM、磁碟、光盘)中,包括若干指令用以使得一台终端设备(可以是手机,计算机,服务器,或者网络设备等)执行本发明各个实施例所述的方法。
以上仅为本发明的可选实施例,并非因此限制本发明的专利范围,凡是利用本发明说明书及附图内容所作的等效结构或等效流程变换,或直接或间接运用在其他相关的技术领域,均同理包括在本发明的专利保护范围内。

Claims (20)

  1. 一种用户信息视图构建方法,其特征在于,所述用户信息视图构建方法包括以下步骤:
    根据预先配置的信息条目从数据库中抓取信息项,确定所述信息项对应的用户;
    根据所述数据库的标识信息、所述信息条目及所述信息项的内容,从预先配置的标签集合中为所述信息项选取对应的标签;
    根据所述信息项及其对应的标签,构建所述用户的信息视图。
  2. 如权利要求1所述的用户信息视图构建方法,其特征在于,当有多个数据库时,所述根据所述信息项及其对应的标签,构建所述用户的信息视图的步骤,包括:
    根据从所述各数据库中抓取的所述用户的信息项,以及为所述各信息项分别对应选取的标签,进行信息合并和/或去重,构建所述用户的信息视图。
  3. 如权利要求1所述的用户信息视图构建方法,其特征在于,所述根据所述信息项及其对应的标签,构建所述用户的信息视图的步骤之后,还包括:
    获取所述信息项的属性信息,根据所述属性信息为所述信息视图中的信息项添加延伸标签。
  4. 如权利要求1所述的用户信息视图构建方法,其特征在于,所述根据所述信息项及其对应的标签,构建所述用户的信息视图的步骤之后,还包括:
    为所述信息视图配置对应的主用户号,将所述数据库中的所述用户与所述主用户号关联;
    在所述数据库更新所述用户的信息项时,抓取所述更新的信息项,更新所述主用户号对应的信息视图。
  5. 如权利要求1所述的用户信息视图构建方法,其特征在于,所述根据所述信息项及其对应的标签,构建所述用户的信息视图的步骤之后,还包括:
    在收到对所述信息视图的访问请求时,获取发起所述访问请求的账户的访问权限;
    根据所述访问权限确定所述信息视图开放的区域,限制所述账户访问的范围。
  6. 一种用户信息视图构建系统,其特征在于,所述用户信息视图构建系统包括:
    抓取模块,用于根据预先配置的信息条目从数据库中抓取信息项,确定所述信息项对应的用户;
    选取模块,用于根据所述数据库的标识信息、所述信息条目及所述信息项的内容,从预先配置的标签集合中为所述信息项选取对应的标签;
    构建模块,用于根据所述信息项及其对应的标签,构建所述用户的信息视图。
  7. 如权利要求6所述的用户信息视图构建系统,其特征在于,当有多个数据库时,所述构建模块还用于,
    根据从所述各数据库中抓取的所述用户的信息项,以及为所述各信息项分别对应选取的标签,进行信息合并和/或去重,构建所述用户的信息视图。
  8. 如权利要求6所述的用户信息视图构建系统,其特征在于,所述用户信息视图构建系统还包括:
    延伸模块,用于获取所述信息项的属性信息,根据所述属性信息为所述信息视图中的信息项添加延伸标签。
  9. 如权利要求6所述的用户信息视图构建系统,其特征在于,所述用户信息视图构建系统还包括:
    更新模块,用于为所述信息视图配置对应的主用户号,将所述数据库中的所述用户与所述主用户号关联;在所述数据库更新所述用户的信息项时,抓取所述更新的信息项,更新所述主用户号对应的信息视图。
  10. 如权利要求6所述的用户信息视图构建系统,其特征在于,所述用户信息视图构建系统还包括:
    权限模块,用于在收到对所述信息视图的访问请求时,获取发起所述访问请求的账户的访问权限;根据所述访问权限确定所述信息视图开放的区域,限制所述账户访问的范围。
  11. 一种用户信息视图构建设备,其特征在于,所述用户信息视图构建设备包括处理器、网络接口及存储器,所述存储器中存储有用户信息视图构建程序;
    所述网络接口用于连接数据库,与所述数据库进行数据通信;
    所述处理器用于执行所述用户信息视图构建程序,以实现以下步骤:
    根据预先配置的信息条目从数据库中抓取信息项,确定所述信息项对应的用户;
    根据所述数据库的标识信息、所述信息条目及所述信息项的内容,从预先配置的标签集合中为所述信息项选取对应的标签;
    根据所述信息项及其对应的标签,构建所述用户的信息视图。
  12. 如权利要求11所述的用户信息视图构建设备,其特征在于,当有多个数据库时,所述处理器还用于执行所述用户信息视图构建程序,以实现以下步骤:
    根据从所述各数据库中抓取的所述用户的信息项,以及为所述各信息项分别对应选取的标签,进行信息合并和/或去重,构建所述用户的信息视图。
  13. 如权利要求11所述的用户信息视图构建设备,其特征在于,所述处理器还用于执行所述用户信息视图构建程序,以实现以下步骤:
    获取所述信息项的属性信息,根据所述属性信息为所述信息视图中的信息项添加延伸标签。
  14. 如权利要求11所述的用户信息视图构建设备,其特征在于,所述处理器还用于执行所述用户信息视图构建程序,以实现以下步骤:
    为所述信息视图配置对应的主用户号,将所述数据库中的所述用户与所述主用户号关联;
    在所述数据库更新所述用户的信息项时,抓取所述更新的信息项,更新所述主用户号对应的信息视图。
  15. 如权利要求11所述的用户信息视图构建设备,其特征在于,所述处理器还用于执行所述用户信息视图构建程序,以实现以下步骤:
    在收到对所述信息视图的访问请求时,获取发起所述访问请求的账户的访问权限;
    根据所述访问权限确定所述信息视图开放的区域,限制所述账户访问的范围。
  16. 一种计算机可读存储介质,其特征在于,所述计算机可读存储介质存储有一个或者多个程序,所述一个或者多个程序可被一个或者多个处理器执行,以实现以下步骤:
    根据预先配置的信息条目从数据库中抓取信息项,确定所述信息项对应的用户;
    根据所述数据库的标识信息、所述信息条目及所述信息项的内容,从预先配置的标签集合中为所述信息项选取对应的标签;
    根据所述信息项及其对应的标签,构建所述用户的信息视图。
  17. 如权利要求16所述的计算机可读存储介质,其特征在于,当有多个数据库时,所述一个或者多个程序可被所述一个或者多个处理器执行,还实现以下步骤:
    根据从所述各数据库中抓取的所述用户的信息项,以及为所述各信息项分别对应选取的标签,进行信息合并和/或去重,构建所述用户的信息视图。
  18. 如权利要求16所述的计算机可读存储介质,其特征在于,所述一个或者多个程序可被所述一个或者多个处理器执行,还实现以下步骤:
    获取所述信息项的属性信息,根据所述属性信息为所述信息视图中的信息项添加延伸标签。
  19. 如权利要求16所述的计算机可读存储介质,其特征在于,所述一个或者多个程序可被所述一个或者多个处理器执行,还实现以下步骤:
    为所述信息视图配置对应的主用户号,将所述数据库中的所述用户与所述主用户号关联;
    在所述数据库更新所述用户的信息项时,抓取所述更新的信息项,更新所述主用户号对应的信息视图。
  20. 如权利要求16所述的计算机可读存储介质,其特征在于,所述一个或者多个程序可被所述一个或者多个处理器执行,还实现以下步骤:
    在收到对所述信息视图的访问请求时,获取发起所述访问请求的账户的访问权限;
    根据所述访问权限确定所述信息视图开放的区域,限制所述账户访问的范围。
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