CN112991810B - Parking position determining method and device, storage medium and electronic equipment - Google Patents

Abstract

Embodiments of the present invention disclose a method, device, storage medium and electronic device for determining a parking position. When a pre-selected parking position sent by a user corresponds to a pre-selected parking position in an illegal parking area, a plurality of candidate replacement positions corresponding to the pre-selected parking position are determined. , and presents to the user a target replacement position for replacing the corresponding preselected parking position, wherein the target replacement position is determined according to the violation probability and attribute information corresponding to each candidate replacement position. In the embodiment of the present invention, when the acquired pre-selected parking position is in the illegal parking area, a position for replacement can be selected from multiple candidate positions according to the corresponding violation probability and attribute information. The method effectively avoids the situation of being punished for illegal parking, and at the same time avoids reducing the user experience due to the modification of the parking position.

Description

Parking position determination method, device, storage medium and electronic device

technical field

The present invention relates to the field of computer technology, and in particular, to a method, device, storage medium and electronic device for determining a parking position.

Background technique

In the field of travel, users can choose their pick-up location, drop-off location, and the location where they need to park in the middle before traveling. However, the pick-up or drop-off location set by the user may be in the illegal parking section, which increases the probability of violation and causes unnecessary losses to the driver.

SUMMARY OF THE INVENTION

In view of this, embodiments of the present invention provide a parking position determination method, device, storage medium, and electronic device, aiming at avoiding the situation of being punished for illegal parking.

In a first aspect, an embodiment of the present invention provides a method for determining a parking position, the method comprising:

Receive a pre-selected parking location entered by the user;

in response to detecting that the preselected parking location corresponds to a parking violation area, determining a plurality of candidate alternate locations corresponding to the preselected parking location;

A target replacement position for replacing the corresponding preselected parking position is presented to the user, wherein the target replacement position is determined according to the violation probability and attribute information corresponding to each candidate replacement position.

In a second aspect, an embodiment of the present invention provides an apparatus for determining a parking position, the apparatus comprising:

a parking position determination module for receiving a pre-selected parking position input by a user;

a replacement location determination module, configured to determine a plurality of candidate replacement locations corresponding to the preselected parking location in response to detecting that the preselected parking location corresponds to an illegal parking area;

The target position determination module is configured to present a target replacement position for replacing the corresponding preselected parking position to the user, wherein the target replacement position is determined according to the violation probability and attribute information corresponding to each candidate replacement position.

In a third aspect, embodiments of the present invention provide a computer-readable storage medium for storing computer program instructions, the computer program instructions implementing the method according to the first aspect when executed by a processor.

In a fourth aspect, an embodiment of the present invention provides an electronic device, including a memory and a processor, where the memory is configured to store one or more computer program instructions, wherein the one or more computer program instructions are processed by the The controller executes to implement the method as described in the first aspect.

In a fifth aspect, an embodiment of the present invention provides a computer program product, including a computer program/instruction, where the computer program/instruction is executed by a processor to implement the method according to the first aspect.

In the embodiment of the present invention, when the pre-selected parking position sent by the user corresponds to the pre-selected parking position of the illegal parking area, a plurality of candidate replacement positions corresponding to the pre-selected parking position are determined, and the target replacement position for replacing the corresponding pre-selected parking position is presented to the user, Wherein, the target replacement position is determined according to the violation probability and attribute information corresponding to each candidate replacement position. In the embodiment of the present invention, when the acquired pre-selected parking position is in the illegal parking area, a position for replacement can be screened out from a plurality of candidate positions according to the corresponding violation probability and attribute information. The method effectively avoids the situation of being punished for illegal parking, and at the same time avoids reducing the user experience due to the modification of the parking position.

Description of drawings

The above and other objects, features and advantages of the present invention will become more apparent from the following description of embodiments of the present invention with reference to the accompanying drawings, in which:

1 is a schematic diagram of a parking position determination system of a parking position determination method according to an embodiment of the present invention;

2 is a flowchart of a method for determining a parking position according to an embodiment of the present invention;

3 is a flowchart of a process of determining the corresponding violation probability of a candidate replacement position according to an embodiment of the present invention;

4 is a schematic diagram of a preselected parking position and a corresponding target area according to an embodiment of the present invention;

5 is a signaling flow chart of determining a target replacement location according to an embodiment of the present invention;

6 is a schematic diagram of an apparatus for determining a parking position according to an embodiment of the present invention;

FIG. 7 is a schematic diagram of an electronic device according to an embodiment of the present invention.

Detailed ways

The present invention is described below based on examples, but the present invention is not limited to these examples only. In the following detailed description of the invention, some specific details are described in detail. The present invention can be fully understood by those skilled in the art without the description of these detailed parts. Well-known methods, procedures, procedures, components and circuits have not been described in detail in order to avoid obscuring the essence of the present invention.

Furthermore, those of ordinary skill in the art will appreciate that the drawings provided herein are for illustrative purposes and are not necessarily drawn to scale.

Unless clearly required by the context, words such as "including", "comprising" and the like in the specification should be construed in an inclusive rather than an exclusive or exhaustive sense; that is, in the sense of "including but not limited to".

In the description of the present invention, it should be understood that the terms "first", "second" and the like are used for descriptive purposes only, and should not be construed as indicating or implying relative importance. Also, in the description of the present invention, unless otherwise specified, "plurality" means two or more.

FIG. 1 is a schematic diagram of a parking position determination system of a parking position determination method according to an embodiment of the present invention. As shown in FIG. 1 , in this embodiment of the present invention, the parking position determination system may include a server 10 and a terminal device 11 connected through a network. The terminal device 11 is used to send the user travel information including at least one preselected parking location to the server 10. After receiving the user travel information, the server 10 determines whether each preselected parking location is in the illegal parking area, and determines when it is in the illegal parking area. Corresponding multiple candidate replacement positions. In addition, the server 10 further selects the target replacement information for replacing the preselected parking position in the illegal parking area from the candidate replacement positions according to the corresponding attribute information and the violation probability, and sends the target replacement information to the terminal device 11 for display.

In this embodiment of the present invention, the server 10 may be a single server, or may be a server cluster configured in a distributed manner. The terminal device 11 may be a general-purpose data processing terminal capable of running a computer program and having a communication function, such as a smart phone or a tablet computer.

The embodiments of the present invention can be used in any application scenario in which a target location for replacing the parking location is determined when the parking location determined by the user is an illegal parking location. For example, it can be applied to map navigation software and online car-hailing software. Taking the embodiment of the present invention applied to the car-hailing software as an example, the server 10 is a platform server, and the terminal device 11 is a server for registering users of the car-hailing platform. When the user initiates an online car-hailing order, the user travel information including the two parking positions of the boarding position and the drop-off position is generated through the terminal device 11 , and sent to the server 10 . After receiving the travel information of the user, the server 10 determines whether there is a position in the illegally parked road section in the boarding position and the alighting position, and obtains a candidate replacement position near the position that can be used for replacement. The target replacement position is further screened from the pre-selected parking positions according to the corresponding violation probability and attribute information, and the corresponding information is sent to the terminal device 11 . After receiving the target replacement position, the terminal device 11 replaces and displays the target replacement position as the corresponding parking position.

Further, in another optional implementation manner of the embodiment of the present invention, the parking position determination system may further include only the terminal device 11 , that is, the parking position determination method is completed on the side of the terminal device 11 . The user can generate user travel information including at least one predetermined parking location by triggering the map interface displayed on the display interface of the terminal device 11 . After receiving the travel information of the user, the terminal device 11 determines whether each pre-selected parking location is in the illegal parking area, and determines a plurality of corresponding candidate replacement locations when it is in the illegal parking area. And directly select a target replacement position among the candidate replacement positions as the corresponding parking position for replacement display.

In the embodiment of the present invention, when the acquired pre-selected parking position is in the illegal parking area, a position for replacement can be screened out from a plurality of candidate positions according to the corresponding violation probability and attribute information. The method effectively avoids the situation of being punished for illegal parking, and at the same time avoids reducing the user experience due to the modification of the parking position.

FIG. 2 is a flowchart of a method for determining a parking position according to an embodiment of the present invention. As shown in FIG. 2 , the method for determining a parking position according to an embodiment of the present invention includes the following steps:

Step S100, receiving a preselected parking position input by a user.

Specifically, the pre-selected parking position is used to represent the parking position expected by the user, and can be input or selected by the user and the terminal device through human-computer interaction. For example, when the embodiment of the present invention is applied to map navigation software, the preselected parking location may be the starting point and the ending point selected by the user. When the embodiment of the present invention is applied to the car-hailing software, the pre-selected parking locations may be the boarding and alighting locations pre-selected by the user, and may also include locations where temporary parking is required midway. The process in which the user selects the preselected parking location means that the terminal device displays a map page through the display interface, and the user determines the preselected parking location by triggering the location selection control on the map page. The location selection control can be triggered by inputting text information corresponding to the preselected parking location, or directly triggered by user gestures. Optionally, the pre-selected parking location may be in a text format, such as "A Building B Port" or a corresponding latitude and longitude coordinate format (116.49420250866697, 40.000146355291186) and the like.

Further, when the method for determining the parking position in the embodiment of the present invention is executed by the terminal device, the terminal device directly acquires the preselected parking position generated by the user by triggering the position selection control. When the parking position determination method of the embodiment of the present invention is executed by a server connected to the terminal device, the terminal device generates the corresponding user travel information in a predetermined format and sends it to the server after acquiring the preselected parking position generated by the user by triggering the position selection control. After receiving the user travel information, the server determines the preselected parking location by acquiring at least one preselected parking location included in the user travel information.

Taking the embodiment of the present invention applied to the online car-hailing software as an example for illustration, the travel information of the user is the online car-hailing order. The user selects the pick-up location and the drop-off location through the terminal device to generate the corresponding online car-hailing order and send it to the online car-hailing platform server. Two pre-selected parking locations.

Step S200, in response to detecting that the preselected parking location corresponds to an illegal parking area, determine a plurality of candidate replacement locations corresponding to the preselected parking location.

Specifically, after determining the pre-selected parking positions determined by the user, it is first determined whether each pre-selected parking position is in an illegal parking section, so as to perform a position replacement when the pre-selected parking position may have a risk of illegal parking. Among them, the illegal parking area is the area determined by the traffic management department that is not allowed to park, that is, parking in the illegal parking area will violate the laws and regulations related to road traffic safety management, and the driver will be subject to relevant administrative penalties. In this embodiment of the present invention, the terminal device or server that executes the method for determining the parking position may store multiple illegal parking areas in advance, or obtain illegal parking areas stored in other devices or databases. After at least one preselected parking location is determined, it is determined whether there is an illegal parking area corresponding to each preselected parking location. The corresponding relationship between the preselected parking position and the illegal parking area is that the preselected parking position is within at least one illegal parking area. Optionally, the correspondence between each preselected parking location and the illegal parking area may be determined by encoding the longitude and latitude of each preselected parking location.

When it is determined that the preselected parking location corresponds to the illegal parking area, it is determined that parking at this location will be punished by illegal parking. Therefore, further parking location replacement is required to determine a parking location that can be used to replace the preselected parking location and has a low violation probability. In the embodiment of the present invention, a plurality of candidate replacement positions corresponding to the preselected parking positions corresponding to the illegal parking area are first determined, so as to screen out the replacement positions that can replace the corresponding preselected parking positions from among the candidate replacement positions. The candidate replacement positions corresponding to each pre-selected parking position may be determined in any manner, which is not limited herein.

In an optional implementation manner of the embodiment of the present invention, the candidate replacement positions corresponding to the pre-selected parking positions may be determined through a pre-trained replacement position determination model. That is, each of the pre-selected parking positions is input into the replacement position determination model obtained by training, so as to output a plurality of corresponding candidate replacement positions.

In another optional implementation manner of the embodiment of the present invention, the candidate replacement positions corresponding to the pre-selected parking positions may be determined according to target areas having a corresponding relationship. Specifically, a plurality of areas and corresponding positioning points may be pre-stored in the server or terminal device. After the preselected parking position is determined, the preselected parking position is used as a positioning point to determine the corresponding area as the target area, and other preset number of positioning points corresponding to the target area except the preselected parking position are determined as candidate replacement positions.

Step S300, presenting a target replacement location for replacing the corresponding preselected parking location to the user.

Specifically, after determining a plurality of candidate replacement positions corresponding to each preselected parking position, a target replacement position for replacing the preselected parking position is further screened out from each candidate replacement position, and the target replacement position is sent to the user's The terminal device is presented to the user through a display device or an audio playback device of the terminal device and other devices. In order to ensure that the positions obtained by screening can meet the requirements of low violation probability and not affecting user experience at the same time, the target replacement position is determined according to the violation probability and attribute information corresponding to each candidate replacement position. That is to say, first determine the violation probability and attribute information corresponding to each candidate replacement position, and use the violation probability and attribute information as screening information to screen each candidate replacement position to obtain a target replacement position for replacing the preselected parking position. Wherein, the violation probability is used to represent the probability that parking at the corresponding candidate replacement position may violate the rules, and the attribute information includes at least one attribute when the corresponding candidate replacement position is used as the parking position. Optionally, each attribute in the attribute information is an attribute that affects user experience.

FIG. 3 is a flowchart of a process of determining a violation probability corresponding to a candidate replacement position according to an embodiment of the present invention. As shown in FIG. 3 , the process of determining the violation probability of each candidate replacement position according to the embodiment of the present invention may further include the following steps:

Step S310: Determine a travel information set corresponding to each candidate replacement location.

Specifically, the embodiment of the present invention may be determined according to the violations of the history of each candidate replacement location, that is, after each candidate replacement location is determined, a travel information set corresponding to each candidate replacement location is determined respectively. The travel information set includes at least one historical travel information that uses the corresponding candidate replacement location as a parking location, that is, information about parking at the corresponding candidate replacement location during travel, and each historical travel information includes replacement location violations. Optionally, the violation status of the replacement location may be illegal or non-violation, which may be determined according to whether the driver has received a corresponding ticket in the historical travel process.

Step S320: Determine the violation probability of each candidate replacement position according to the violation situation of the replacement position in the corresponding historical travel information.

Specifically, after determining the travel information set corresponding to each candidate replacement location, determine the amount of all historical travel information in the corresponding travel information set and the number of historically appearing information whose violations of the replacement locations are illegal, so as to calculate the history of violations by calculating the violations of the replacement locations. The ratio of the number of travel information to the total number of historical travel information obtains the violation probability of each candidate replacement location. For example, when the travel information set corresponding to the candidate replacement location includes 100 historical travel information, and the number of historical travel information for which the replacement location violates the regulations is 1, the probability of violation corresponding to the candidate replacement location is determined to be 1%.

Further, while determining the violation probability corresponding to each candidate replacement position, the corresponding attribute information is also determined. The attribute information corresponding to each candidate replacement position includes at least one attribute that affects user experience. For example, in the field of online car-hailing, the relationship between the destination location, the parking location, and the user's location usually affects the user experience, and the attribute information includes at least one location attribute. Therefore, the process of determining the attribute information of each candidate replacement position in this embodiment of the present invention may be to first determine a target area that has a corresponding relationship with the preselected parking position corresponding to the candidate replacement position, and then according to at least one position attribute of the candidate replacement position and the corresponding target area Determine attribute information.

Further, the location attributes can be preset, for example, including the distance between each candidate replacement location and the corresponding target area, the distance between the corresponding pre-selected parking location and the target area, and the time required from each candidate replacement location to the target area. related properties. Optionally, the location attribute may also include some attributes determined according to historical order information, such as the visibility of the target area at the candidate replacement location, whether a detour is required from the candidate replacement location to the target area, and whether it is necessary to pass an intersection. Visibility is whether the user can see the target area at the candidate replacement point.

FIG. 4 is a schematic diagram of a preselected parking position and a corresponding target area according to an embodiment of the present invention. As shown in FIG. 4 , the target area 41 corresponding to the preselected parking position 40 is Building A. When the preselected parking position 40 corresponds to the illegal parking area, the corresponding candidate replacement position 42 , candidate replacement position 43 and candidate replacement position 44 are first determined. . The corresponding violation probability is determined according to the travel information set corresponding to each candidate replacement position, and then according to the distance between each candidate replacement position and the target area 41, the distance between the pre-selected parking position 40 and the target area 41, and the distance between each candidate replacement position and the target area 41. The length of time required, the visibility of the target area 41 for each candidate replacement position, whether it is necessary to detour from the candidate replacement position to the target area 41, whether it needs to pass through the intersection and other location attributes to determine the candidate replacement position 42, the candidate replacement position 43 and the candidate replacement position 44 corresponding attribute information respectively.

Further, the location attribute in the attribute information corresponding to each candidate replacement location may also be determined according to the corresponding historical travel information. That is, the method of determining the attribute information is not limited here. At the same time, the attributes of the determined attribute information can also be changed according to the application scenario. For example, when the embodiment of the present invention is applied to evaluate the parking positions for which travel information has been completed and the excellence of each replacement position, the pre-selected parking positions and the actual parking positions can also be increased. The distance and the distance between each candidate replacement location and the actual vehicle location.

After determining the attribute information and violation probability corresponding to each candidate replacement position, screening is performed according to the violation probability and attribute information corresponding to each candidate replacement position to determine a target replacement position for replacing the corresponding preselected parking position. For example, the correlation value corresponding to each candidate replacement position can be calculated by first taking the violation probability corresponding to each candidate replacement position and each attribute in the attribute information as correlation parameters. Then, the candidate replacement position with the largest correlation value corresponding to each preselected parking position is used as the target replacement position. In an optional implementation manner of the embodiment of the present invention, the corresponding correlation value may be determined by inputting each correlation parameter corresponding to each candidate replacement position into a correlation model obtained by training.

In another optional implementation manner of the embodiment of the present invention, the weight value of multiple relevant parameters corresponding to each candidate replacement position may also be determined through a preset weight determination rule, so as to calculate the weighted sum of each relevant parameter and the weight value to determine the correlation value of each of the candidate replacement positions. Optionally, in the weight determination rule, a plurality of weight values corresponding to each relevant parameter may be determined for pre-selection, and each weight value corresponds to a relevant parameter value range, so as to determine the relevant parameter corresponding to the value of the relevant parameter according to each candidate replacement position. The value range determines the corresponding weight value. For example, since a point with a higher violation probability has a smaller positive effect on the user, multiple weight values of 0.1, 0.5 and 1 can be pre-determined, and each weight value corresponds to the violation probability range of 100% to 70% and 70% to 30%. and 30% to 0%. That is to say, the correlation value corresponding to the candidate replacement point with the higher final violation probability is smaller.

In addition, the weight values of other relevant parameters are determined in the same way as the violation probability, that is, in the case that the larger the corresponding relevant parameter value, the better the performance, the set weight value is proportional to the range of the relevant parameter value. In the case where the corresponding relevant parameter value is smaller and the performance is worse, the set weight value is inversely proportional to the relevant parameter value range. For example, visibility is whether the user can see the target area at the candidate replacement point, and the stronger the visibility, the higher the corresponding weight value.

Further, when the method for determining the parking position of the embodiment of the present invention is performed by a terminal device, after the target replacement position corresponding to each preselected parking position is determined, the target replacement position can be directly displayed on the terminal device. When the method for determining a parking position according to the embodiment of the present invention is executed by a server connected to a terminal device, after determining the target replacement position corresponding to each pre-selected parking position, at least one target replacement position may be sent to the terminal device, so that the target replacement position can be sent to the terminal device through the terminal device's The manner in which the display interface is displayed is presented to the user.

FIG. 5 is a signaling flowchart of determining a target replacement location according to an embodiment of the present invention. As shown in FIG. 5 , when the method for determining a parking position according to the embodiment of the present invention is executed by a server connected to a terminal device, the following steps may be included:

Step S50, the terminal device acquires and sends the travel information of the user including at least one preselected parking location.

Step S51, the server determines a corresponding target replacement location when determining a preselected parking location with a risk of violating regulations.

Step S52, the server sends the target replacement location to the terminal device to display in place of the corresponding pre-selected parking location.

In the embodiment of the present invention, when the acquired pre-selected parking position is in the illegal parking area, a position for replacement can be screened out from a plurality of candidate positions according to the corresponding violation probability and attribute information. The method effectively avoids the situation of being punished for illegal parking, and at the same time avoids reducing the user experience due to the modification of the parking position.

FIG. 6 is a schematic diagram of an apparatus for determining a parking position according to an embodiment of the present invention. As shown in FIG. 6 , the parking position determination device according to the embodiment of the present invention includes a parking position determination module 60 , a replacement position determination module 61 and a target position determination module 62 .

Specifically, the parking position determination module 60 is configured to receive a preselected parking position input by the user;

The replacement location determination module 61 is configured to determine a plurality of candidate replacement locations corresponding to the preselected parking location in response to detecting that the preselected parking location corresponds to an illegal parking area;

The target position determination module 62 is configured to present a target replacement position for replacing the corresponding preselected parking position to the user, wherein the target replacement position is determined according to the violation probability and attribute information corresponding to each candidate replacement position.

Further, the attribute information corresponding to each of the candidate replacement positions is determined by an information determination module, and the information determination module includes:

A set determination submodule is used to determine a travel information set corresponding to each candidate replacement position, the travel information set includes at least one historical travel information that uses the corresponding candidate replacement position as a parking position, and each of the historical travel information includes Replacement location violations;

The violation probability determination sub-module is configured to determine the violation probability of each candidate replacement position according to the violation situation of the replacement position in the corresponding historical travel information.

Further, the violation probability determination submodule specifically includes:

The calculation unit is configured to calculate the ratio of the number of historical travel information for which the violation of the replacement location is illegal and the total number of historical travel information in the corresponding travel information set, and obtain the violation probability of each candidate replacement location.

Further, the attribute information corresponding to each of the candidate replacement positions is determined based on an attribute determination submodule, and the attribute determination submodule includes;

a first area determination unit, configured to determine a target area corresponding to each of the preselected parking positions;

An attribute determining unit, configured to determine attribute information based on at least one position attribute of each of the candidate replacement positions and the corresponding target area.

Further, the location attributes include the distance between each candidate replacement location and the corresponding target area, the distance between the preselected parking location corresponding to each candidate replacement location and the target area, and the distance from each candidate replacement location to the target area by the user. At least one location-related attribute, such as the duration of the target area.

Further, the target position determination module includes:

A correlation value calculation sub-module, used for calculating the corresponding correlation value by using the violation probability corresponding to each candidate replacement position and each attribute in the attribute information as a correlation parameter;

The position determination sub-module is configured to use the candidate replacement position with the largest correlation value corresponding to each of the preselected parking positions as the target replacement position.

Further, the correlation value calculation submodule includes:

a weight value determination unit, configured to determine the weight value of each relevant parameter for each of the candidate replacement positions according to a plurality of corresponding relevant parameters and a preset weight determination rule;

The correlation value calculation unit is configured to calculate the weighted sum of the corresponding plurality of correlation parameters and weight values to determine the correlation value of each candidate replacement position.

Further, the process of determining the preselected parking position includes:

Receive user travel information sent by terminal equipment;

Acquire at least one preselected parking location included in the user travel information.

Further, the candidate replacement position determination module specifically includes:

The replacement position determination sub-module is used for inputting each of the preselected parking positions into the replacement position determination model obtained by training, so as to output a plurality of corresponding candidate replacement positions.

Further, the candidate replacement position determination submodule includes:

a second area determination unit, configured to determine a target area corresponding to each of the preselected parking positions;

A replacement position determination unit, configured to determine a plurality of positioning points bound to each of the target areas as candidate replacement positions.

In the embodiment of the present invention, when the acquired pre-selected parking position is in the illegal parking area, a position for replacement can be screened out from a plurality of candidate positions according to the corresponding violation probability and attribute information. The method effectively avoids the situation of being punished for illegal parking, and at the same time avoids reducing the user experience due to the modification of the parking position.

FIG. 7 is a schematic diagram of an electronic device according to an embodiment of the present invention. As shown in FIG. 7 , the electronic device shown in FIG. 7 is a general address query device, which includes a general computer hardware structure, which at least includes a processor 70 and a memory 71 . The processor 70 and the memory 71 are connected by a bus 72 . The memory 71 is adapted to store instructions or programs executable by the processor 70 . The processor 70 may be an independent microprocessor or a collection of one or more microprocessors. Therefore, the processor 70 implements the data processing and the control of other devices by executing the instructions stored in the memory 71 to execute the above-described method flow of the embodiments of the present invention. The bus 72 connects the above-mentioned various components together, while connecting the above-mentioned components to the display controller 73 and the display device and the input/output (I/O) device 74 . Input/output (I/O) devices 74 may be mice, keyboards, modems, network interfaces, touch input devices, somatosensory input devices, printers, and other devices known in the art. Typically, input/output devices 74 are connected to the system through input/output (I/O) controllers 75 .

It should be understood by those skilled in the art that the embodiments of the present application may be provided as a method, an apparatus (apparatus) or a computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment, or an embodiment combining software and hardware aspects. Furthermore, the present application may employ a computer program product embodied on one or more computer-readable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, etc.) having computer-usable program code embodied therein.

The present application is described with reference to flowchart illustrations of methods, apparatus (apparatus) and computer program products according to embodiments of the present application. It will be understood that each process in the flowchart can be implemented by computer program instructions.

These computer program instructions may be stored in a computer readable memory capable of directing a computer or other programmable data processing apparatus to function in a particular manner, such that the instructions stored in the computer readable memory result in an article of manufacture comprising instruction means, the instruction means Implements the function specified in a flow chart or flows.

These computer program instructions may also be provided to the processor of a general purpose computer, special purpose computer, embedded processor or other programmable data processing device to produce a machine such that the instructions executed by the processor of the computer or other programmable data processing device produce Means for implementing the functions specified in a flow or flows of a flowchart.

Another embodiment of the present invention relates to a non-volatile storage medium for storing a computer-readable program, the computer-readable program being used for a computer to execute some or all of the above method embodiments.

That is, those skilled in the art can understand that all or part of the steps in the method of implementing the above embodiments can be completed by specifying relevant hardware through a program, and the program is stored in a storage medium and includes several instructions to make a device ( It may be a single chip microcomputer, a chip, etc.) or a processor (processor) to execute all or part of the steps of the methods described in the embodiments of the present application. The aforementioned storage medium includes: U disk, removable hard disk, Read-Only Memory (ROM, Read-Only Memory), Random Access Memory (RAM, Random Access Memory), magnetic disk or optical disk and other media that can store program codes.

The above descriptions are only preferred embodiments of the present invention, and are not intended to limit the present invention. For those skilled in the art, the present invention may have various modifications and changes. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included within the protection scope of the present invention.

Claims (18)

1. A parking position determination method, characterized by comprising:

receiving a preselected parking position input by a user;

in response to detecting that the pre-selected parking location corresponds to an unlawful area, determining a plurality of candidate alternate locations to which the pre-selected parking location corresponds;

presenting a target replacement position for replacing the corresponding preselected parking position to a user, wherein the target replacement position is determined according to violation probability and attribute information corresponding to each candidate replacement position;

wherein the determining of the plurality of candidate replacement positions corresponding to the preselected parking position specifically includes: inputting each preselected parking position into a trained replacement position determination model to output a plurality of corresponding candidate replacement positions; or

Determining a target area corresponding to each preselected parking position;

determining a plurality of positioning points bound with each target area as candidate replacement positions;

wherein the determining of the target replacement position for replacing the corresponding preselected parking position in each candidate replacement position according to the corresponding violation probability and the attribute information comprises:

taking the violation probability corresponding to each candidate replacement position and each attribute in the attribute information as related parameters respectively to calculate corresponding related values;

and determining a target replacement position according to the correlation value corresponding to each candidate replacement position.

2. The method of claim 1 wherein the violation probability for each of said candidate alternate locations is determined based on the steps of:

determining a trip information set corresponding to each candidate replacement position, wherein the trip information set comprises at least one historical trip information taking the corresponding candidate replacement position as a parking position, and each historical trip information comprises a replacement position violation condition;

and determining the violation probability of each candidate replacement position according to the violation conditions of the replacement positions in the corresponding historical travel information.

3. The method of claim 2, wherein the determining of the violation probability for each candidate replacement location according to the replacement location violation in each historical travel information includes:

and calculating the ratio of the historical trip information quantity and the total historical trip information quantity which are illegal to replace the position violation condition in the corresponding trip information set to obtain the violation probability of each candidate replacement position.

4. The method according to claim 2, wherein the attribute information corresponding to each of the candidate replacement positions is determined based on the following steps;

determining a target area corresponding to each pre-selected parking position;

attribute information is determined based on each of the candidate replacement locations and at least one location attribute of the corresponding target region.

5. The method of claim 4, wherein the location attributes include a distance of each of the candidate alternate locations from the corresponding target area, a distance of a preselected parking location corresponding to each of the candidate alternate locations from the target area, and a length of time required for the user to reach the target area from each of the candidate alternate locations.

6. The method of claim 1, wherein said determining a target alternate location based on the correlation value corresponding to each of said preselected parking locations comprises:

and taking the candidate replacement position with the maximum correlation value corresponding to each preselected parking position as a target replacement position.

7. The method of claim 1 or 6, wherein the calculating of the corresponding correlation value by using the violation probability and each attribute in the attribute information corresponding to each candidate replacement location as the correlation parameter comprises:

for each candidate replacement position, determining a weight value of each relevant parameter according to a plurality of corresponding relevant parameters and a preset weight determination rule;

and calculating a weighted sum of the corresponding plurality of correlation parameters and the weight values to determine a correlation value of each candidate replacement position.

8. The method of claim 1, wherein the preselected parking location determining process comprises:

receiving user travel information sent by terminal equipment;

and acquiring at least one preselected parking position included in the user trip information.

9. A parking position determining apparatus, characterized in that the apparatus comprises:

the parking position determining module is used for receiving a preselected parking position input by a user;

a candidate replacement position determination module for determining a plurality of candidate replacement positions corresponding to the preselected parking position in response to detecting that the preselected parking position corresponds to a parking violation area;

the target position determining module is used for presenting a target replacing position for replacing the corresponding preselected parking position to a user, wherein the target replacing position is determined according to violation probability and attribute information corresponding to each candidate replacing position;

wherein the candidate replacement position determining module specifically includes: a candidate replacement position determination submodule for inputting each of the preselected parking positions into a trained replacement position determination model to output a plurality of corresponding candidate replacement positions; or

The candidate replacement position determination sub-module includes:

a second area determination unit for determining a target area corresponding to each of the preselected parking positions;

a replacement position determination unit configured to determine a plurality of anchor points bound to each of the target regions as candidate replacement positions;

wherein the target location determination module comprises:

a correlation value operator module, which is used for calculating corresponding correlation values by taking the violation probability corresponding to each candidate replacement position and each attribute in the attribute information as correlation parameters;

and the position determining submodule is used for determining a target replacement position according to the correlation value corresponding to each candidate replacement position.

10. The apparatus of claim 9, wherein the attribute information corresponding to each of the candidate replacement locations is determined by an information determination module, the information determination module comprising:

a set determining submodule, configured to determine a travel information set corresponding to each candidate replacement position, where the travel information set includes at least one piece of historical travel information using the corresponding candidate replacement position as a parking position, and each piece of historical travel information includes a replacement position violation condition;

and the violation probability determining submodule is used for determining the violation probability of each candidate replacement position according to the violation conditions of the replacement positions in the corresponding historical trip information.

11. The apparatus of claim 10 wherein the violation probability determination submodule specifically includes:

and the calculating unit is used for calculating the ratio of the historical trip information quantity with the violation conditions of the alternative positions in the corresponding trip information set as the violation conditions to the total historical trip information quantity to obtain the violation probability of each candidate alternative position.

12. The apparatus according to claim 10, wherein the attribute information corresponding to each of the candidate replacement positions is determined based on an attribute determination sub-module, the attribute determination sub-module comprising;

a first area determination unit for determining a target area corresponding to each of the preselected parking positions;

an attribute determining unit configured to determine attribute information based on each of the candidate replacement positions and at least one position attribute of the corresponding target area.

13. The apparatus of claim 12, wherein the location attributes include a distance of each of the candidate alternative locations from the corresponding target area, a distance of a preselected parking location corresponding to each of the candidate alternative locations from the target area, and a length of time required for the user to reach the target area from each of the candidate alternative locations.

14. The apparatus of claim 9,

the position determination submodule is specifically configured to use a candidate replacement position with a largest correlation value corresponding to each of the preselected parking positions as a target replacement position.

15. The apparatus of claim 14, wherein the correlation value operator module comprises:

the weight value determining unit is used for determining the weight value of each relevant parameter according to a plurality of corresponding relevant parameters and a preset weight determining rule for each candidate replacement position;

and the correlation value calculating unit is used for calculating the weighted sum of the corresponding correlation parameters and the weight values to determine the correlation value of each candidate replacement position.

16. The apparatus of claim 9, wherein the preselected parking location determining process comprises:

receiving user travel information sent by terminal equipment;

and acquiring at least one preselected parking position included in the user trip information.

17. A computer readable storage medium storing computer program instructions, which when executed by a processor implement the method of any one of claims 1-8.

18. An electronic device comprising a memory and a processor, wherein the memory is configured to store one or more computer program instructions, wherein the one or more computer program instructions are executed by the processor to implement the method of any of claims 1-8.

Images