WO2021139480A1

WO2021139480A1 - Gis service aggregation method and apparatus, and computer device and storage medium

Info

Publication number: WO2021139480A1
Application number: PCT/CN2020/135685
Authority: WO
Inventors: 侯丽; 刘翔
Original assignee: 平安科技（深圳）有限公司
Priority date: 2020-07-27
Filing date: 2020-12-11
Publication date: 2021-07-15
Also published as: CN111859191A

Abstract

Disclosed are a GIS service aggregation method and apparatus, and a computer device and a storage medium. The method comprises: receiving a GIS service request, wherein the GIS service request carries a target service identifier (S202); on the basis of geographic position data of a target service corresponding to the target service identifier, determining a GIS associated service of the target service (S204); acquiring first configuration information of the target service and second configuration information of the GIS associated service, and calling a corresponding service access assembly on the basis of the first configuration information and the second configuration information, so as to obtain data information of the target service and data information of the GIS associated service (S206); and performing aggregation processing on the basis of the data information of the target service and the data information of the GIS associated service, so as to obtain data aggregation information of the target service (S208).

Description

GIS service aggregation method, device, computer equipment and storage medium

Cross-references to related applications

This application claims the priority of a Chinese patent application filed with the Chinese Patent Office on July 27, 2020, the application number is 2020107320256, and the application name is "GIS service aggregation method, device, computer equipment and storage medium", the entire content of which is incorporated by reference Incorporated in this application.

Technical field

This application relates to the technical field of geographic information system data processing, in particular to a GIS service aggregation method, device, computer equipment and storage medium.

Background technique

With the development of computer technology, a variety of services have emerged, and different services can have different functions. In terms of geographic information processing, GIS (Geographic Information System) has been applied in many industries. Integrating GIS with multiple services can bring more convenience to users.

However, the inventor realizes that when a certain service is used, manual operation by the user is usually required. As services increase, the user may need to operate multiple services to complete a certain task. Therefore, how to save users' manual operations through the aggregation of multiple services has become a problem that needs to be solved urgently.

Summary of the invention

According to various embodiments disclosed in the present application, a GIS service aggregation method, device, computer equipment, and storage medium are provided.

A GIS service aggregation method includes:

Receiving a GIS service request, the GIS service request carrying a target service identifier;

Determine the GIS-related service of the target service based on the geographic location data of the target service corresponding to the target service identifier;

Acquire the first configuration information of the target service and the second configuration information of the GIS relationship service, call the corresponding service access component based on the first configuration information and the second configuration information, and obtain the information of the target service Data information and data information of the GIS associated service; and

Perform aggregation processing based on the data information of the target service and the data information of the GIS associated service to obtain the data aggregation information of the target service.

A GIS service aggregation device includes:

The request receiving module is configured to receive a GIS service request, where the GIS service request carries a target service identifier;

An associated service determination module, configured to determine the GIS associated service of the target service based on the geographic location data of the target service corresponding to the target service identifier;

The data information acquisition module is used to acquire the first configuration information of the target service and the second configuration information of the GIS relationship service, and call the corresponding service access component based on the first configuration information and the second configuration information To obtain the data information of the target service and the data information of the GIS associated service; and

The aggregation processing module is configured to perform aggregation processing based on the data information of the target service and the data information of the GIS associated service to obtain the data aggregation information of the target service.

A computer device, including a memory and one or more processors, the memory stores computer readable instructions, and when the computer readable instructions are executed by the processor, the one or more processors execute The following steps:

One or more computer-readable storage media storing computer-readable instructions. When the computer-readable instructions are executed by one or more processors, the one or more processors perform the following steps:

The above-mentioned GIS service aggregation method, device, computer equipment and storage medium receive the GIS service request, and the GIS service request carries the target service identifier; then, based on the geographic location data of the target service corresponding to the target service identifier, the GIS related service of the target service is determined; Acquire the first configuration information of the target service and the second configuration information of the GIS relationship service, call the corresponding service access component based on the first configuration information and the second configuration information, and obtain the data information of the target service and the data information of the GIS related service; Finally, based on the data information of the target service and the data information of the GIS related service, aggregate processing is performed to obtain the data aggregation information of the target service. For the aggregation of the above GIS services, when a GIS service request is received, the target service corresponding to the request and the GIS related service are obtained, and the data aggregation information of the target service is obtained by information aggregation of the target service and the GIS service, without the need for the user to manually operate multiple Service can realize the aggregation between the target service and the GIS related service, thus saving the user's manual operation and responding to the service items initiated by the user in a timely manner.

The details of one or more embodiments of the present application are set forth in the following drawings and description. Other features and advantages of this application will become apparent from the description, drawings and claims.

Description of the drawings

In order to more clearly describe the technical solutions in the embodiments of the present application, the following will briefly introduce the drawings needed in the embodiments. Obviously, the drawings in the following description are only some embodiments of the present application. A person of ordinary skill in the art can obtain other drawings based on these drawings without creative work.

Fig. 1 is an application environment diagram of a GIS service aggregation method according to one or more embodiments;

Fig. 2 is a schematic flowchart of a GIS service aggregation method according to one or more embodiments;

Fig. 3 is a schematic flowchart of a GIS service aggregation method in another embodiment;

FIG. 4 is a schematic flowchart of steps of obtaining data information corresponding to a service according to one or more embodiments;

FIG. 5 is a schematic flowchart of a GIS service aggregation method in another embodiment;

Fig. 6 is a structural block diagram of a GIS service aggregation device according to one or more embodiments;

Fig. 7 is an internal structure diagram of a computer device according to one or more embodiments.

Detailed ways

In order to make the technical solutions and advantages of the present application clearer, the following further describes the present application in detail with reference to the accompanying drawings and embodiments. It should be understood that the specific embodiments described herein are only used to explain the present application, and are not used to limit the present application.

The GIS service aggregation method provided by this application can be applied to the application environment as shown in FIG. 1. Among them, the client 102 communicates with the server 104 through the network. The client 102 sends a GIS service request to the server 104, and the server 104 receives the GIS service request. The GIS service request carries the target service identifier; based on the geographic location data of the target service corresponding to the target service identifier, the GIS associated service of the target service is determined; Based on the first configuration information of the target service and the second configuration information of the GIS relationship service, call the corresponding service access component based on the first configuration information and the second configuration information to obtain the data information of the target service and the data information of the GIS related service; The data information of the target service and the data information of the GIS related service are aggregated to obtain the data aggregation information of the target service. Among them, the client 102 may be, but is not limited to, various personal computers, notebook computers, smart phones, tablet computers, and portable wearable devices. The server 104 may be implemented by an independent server or a server cluster composed of multiple servers. The above application scenario is illustrated by the application of the GIS service aggregation method to a system including a client and a server, and is realized through the interaction between the client and the server. It can be understood that the GIS service aggregation method can also be applied to the client, or Applied to the server.

In one of the embodiments, as shown in Fig. 2, a GIS service aggregation method is provided. Taking the method applied to the server in Fig. 1 as an example for description, the method includes the following steps:

Step 202: A GIS service request is received, and the GIS service request carries a target service identifier.

A GIS service request refers to a request initiated by a user through a client to complete a certain item containing geographic information. The target service identifier is used to distinguish different GIS services, such as scenic tour route service, medical guidance route service, etc.

Step 204: Determine the GIS associated service of the target service based on the geographic location data of the target service corresponding to the target service identifier.

GIS related services refer to other services that have an associated relationship with the target service. For example, when the travel route is recorded through the document service, the weather service can be called based on the geographic location information such as the place name appearing in the travel route to obtain the weather at the target location in the travel route. service.

Step 206: Obtain the first configuration information of the target service and the second configuration information of the GIS relationship service. Based on the first configuration information and the second configuration information, call the corresponding service access component to obtain the data information of the target service and the information of the GIS related service. Data information.

Different services correspond to different service access components. The corresponding service access components are called through the configuration information corresponding to the service to obtain the data information of the service. The configuration file can be stored in advance. The configuration file records the association relationship between multiple services, including itself Services and third-party services, their own services include documents, services that recommend information to users based on their location and habits, and network security. In addition, the configuration file also stores the relationship between the service identifier and the configuration sequence information. The configuration sequence information is used to characterize the configuration information of the service, including the configuration location, service attributes, configuration parameters, and so on.

Step 208: Perform aggregation processing based on the data information of the target service and the data information of the GIS related service to obtain the data aggregation information of the target service.

Aggregate the data information of the GIS related service and the data information of the target service, specifically, extract the location in the target service data information, obtain the GIS related service result corresponding to each location, and associate each location with the corresponding GIS related service result Stored, the result of aggregation is obtained, and the result of aggregation is used as the data aggregation information of the target service. For example, when a travel route is recorded through a document service, the weather service can be called according to the target location information such as place names appearing in the travel route to obtain the weather at the target location. service. As the weather changes, the document service can generate prompt information for adjusting the travel route. The prompt information includes the sequence of adjustment of each target location in the travel route according to the weather conditions. In addition, navigation services can also be invoked to adjust the navigation route according to the weather conditions and the positional relationship between multiple target locations. The document service can generate prompt information based on the adjusted navigation route and weather conditions.

In the above GIS service aggregation method, by receiving the GIS service request, the GIS service request carries the target service identifier; then based on the geographic location data of the target service corresponding to the target service identifier, the GIS related service of the target service is determined; and the first configuration information of the target service is obtained And the second configuration information of the GIS relationship service, based on the first configuration information and the second configuration information, call the corresponding service access component to obtain the data information of the target service and the data information of the GIS related service; finally based on the data information of the target service and The data information of the GIS related service is aggregated to obtain the data aggregation information of the target service. For the aggregation of the above GIS services, when a GIS service request is received, the target service corresponding to the request and the GIS related service are obtained, and the data aggregation information of the target service is obtained by information aggregation of the target service and the GIS service, without the need for the user to manually operate multiple Service can realize the aggregation between the target service and the GIS related service, thus saving the user's manual operation and responding to the service items initiated by the user in a timely manner.

In one of the embodiments, as shown in FIG. 3, before obtaining the first configuration information of the target service and the second configuration information of the GIS-associated service, the method further includes: step 302, obtaining the service identifier and corresponding configuration parameters; step 304, Obtain service attribute parameters according to the service identification, and determine the configuration location information corresponding to the service identification based on the service attribute parameters and configuration parameters; step 306, generate configuration sequence information corresponding to the service identification according to the configuration location information, service attribute parameters, and configuration parameters; The first configuration information of the target service and the second configuration information of the GIS-related service include: step 308, obtaining the first configuration information of the target service and the second configuration information of the GIS-related service through the configuration sequence information. The configuration of the service is realized through the above configuration method, so that the configuration information corresponding to the service can be queried according to the service identifier. Specifically, after generating the configuration sequence information corresponding to the service identifier according to the configuration location information, service attribute parameters, and configuration parameters, it also includes: when a new service is detected, obtaining the relationship between the new service and each service in the configuration sequence information According to the association relationship and the attribute parameters corresponding to the new service, update the configuration sequence information; according to the updated configuration sequence information, obtain the configuration location corresponding to the new service, and add the new service based on the configuration location corresponding to the new service Configure it. In this way, the content of the configuration file can be continuously expanded to ensure that the configuration information corresponding to the service can be queried in the configuration file according to the service identifier.

In one of the embodiments, as shown in Figure 4, based on the first configuration information of the target service and the second configuration information of the GIS-related service, the corresponding service access component is called to obtain the data information of the target service and the data of the GIS-related service The information includes: step 402, based on the first configuration information of the target service and the second configuration information of the GIS-related service, call the corresponding service access component to obtain the notification message of the target service and the notification message of the GIS-related service; step 404, respectively Split the notification message of the target service and the notification message of the GIS-related service to obtain multiple message words; step 406, match the message words with keywords in the preset message database to obtain the data information of the target service and the GIS Data information of the associated service. Through the document service, notification messages of various services can be obtained, such as mail, instant messaging and other services. Among them, travel information can be recorded through the document service, and a travel route can be generated based on the travel information. The notification message includes voice, text, etc. If it is a voice message, the voice message can be converted into a text message through the voice-to-text technology, and then the text is split according to the text processing technology to obtain multiple words. Specifically, the message words are matched with keywords in the preset message library to obtain the data information of the target service and the data information of the GIS related service, including: when the message words match the corresponding keywords in the preset message library, Perform semantic analysis and processing according to the message words to obtain the keywords corresponding to the target service and the keywords corresponding to the GIS related service; obtain the data information of the target service and the GIS related service based on the keywords corresponding to the target service and the keywords corresponding to the GIS related service Data information. Among them, the keywords in the preset message database include element fields, and the split message words are matched with the element fields. When the matching is successful, context semantic analysis is performed according to the message words, and the document keywords are extracted, thereby generating the document .

In one of the embodiments, as shown in FIG. 5, performing aggregation processing based on the data information of the target service and the data information of the GIS related service, after obtaining the data aggregation information of the target service, the method further includes: step 505, collecting historical location information of the user And historical interest information; step 506, based on the user’s historical location information, historical interest information, and information points at the target location in the data aggregation information, perform deep learning predictions to obtain user information points of interest; step 507, push user information points of interest To the client that initiated the GIS service request. In a geographic information system, a POI (Point of Information, information point) can be a house, a shop, a post box, a bus stop, etc. The information points of interest to users can be obtained through a prediction model based on deep learning. The prediction model can be a neural network model or a model constructed based on an intelligent algorithm. Obtain historical data used for model training. The historical data includes historical location data and corresponding historical information of interest. Input historical position data into a neural network model or a model constructed based on an intelligent algorithm for training, and adjust the parameters of the model until the output data of the model is consistent with the corresponding historical interest information to obtain a predictive model. The information points at the target location in the data aggregation information are input to the prediction model, and the information points of interest to the user are determined through the output of the prediction model. Specifically, deep learning prediction is performed based on the user's historical location information, historical interest information, and information points at the target location in the data aggregation information to obtain user information points of interest, including: obtaining behaviors based on user historical location information and historical interest information Type and user behavior sequence; extract the user behavior sequence according to the interest degree corresponding to the behavior type to obtain the user behavior sequence feature; obtain the information point of the target location according to the user behavior sequence feature and the information point of the target location in the data aggregation information Interest degree prediction value; when the interest degree prediction value is greater than a preset threshold, the information point at the corresponding target position is taken as the user's interest information point. Obtain multiple POIs corresponding to the target location, mark the POI at the target location as candidate POI information, input the candidate POI information and user behavior sequence characteristics into the prediction model based on deep learning, and calculate the predicted value corresponding to the target location through the prediction model, to get POI information that the user is interested in. In this way, while providing navigation routes to users, it is also possible to accurately push users interested POI information to users. Further, extract the depth features from the user behavior sequence, combine the depth features and the user behavior sequence to obtain combined feature information, calculate the interest feature vector and corresponding weight of each candidate POI according to the combined feature information, and use the interest feature of the candidate POI The vector and the corresponding weight calculate the predicted value corresponding to each candidate POI. When the predicted value exceeds the threshold, the corresponding candidate POI is regarded as the POI of interest to the user.

It should be understood that although the various steps in the flowcharts of FIGS. 2-5 are displayed in sequence as indicated by the arrows, these steps are not necessarily performed in sequence in the order indicated by the arrows. Unless specifically stated in this article, the execution of these steps is not strictly limited in order, and these steps can be executed in other orders. Moreover, at least part of the steps in Figures 2-5 can include multiple steps or multiple stages. These steps or stages are not necessarily executed at the same time, but can be executed at different times. The execution of these steps or stages The sequence is not necessarily performed sequentially, but may be performed alternately or alternately with other steps or at least a part of the steps or stages in other steps.

In one of the embodiments, as shown in FIG. 6, a GIS service aggregation apparatus is provided, including: a request receiving module 602, an associated service determining module 604, a data information acquisition module 606, and an aggregation processing module 608, wherein: request receiving The module 602 is used to receive a GIS service request, and the GIS service request carries a target service identifier. The associated service determination module 604 is used to determine the GIS associated service of the target service based on the geographic location data of the target service corresponding to the target service identifier. The data information obtaining module 606 is used to obtain the first configuration information of the target service and the second configuration information of the GIS relationship service, and based on the first configuration information and the second configuration information, call the corresponding service access component to obtain the data information of the target service And data information of GIS related services. The aggregation processing module 608 is used to perform aggregation processing based on the data information of the target service and the data information of the GIS related service to obtain the data aggregation information of the target service.

In one of the embodiments, the GIS service aggregation apparatus further includes a configuration data generation module for obtaining service identification and corresponding configuration parameters; obtaining service attribute parameters according to the service identification, and determining the corresponding service identification based on the service attribute parameters and configuration parameters Configure location information; generate configuration sequence information corresponding to the service identifier according to the configuration location information, service attribute parameters, and configuration parameters; the data information acquisition module is used to obtain the first configuration information of the target service and the first configuration information of the GIS associated service through the configuration sequence information 2. Configuration information.

In one of the embodiments, the configuration data generation module is also used to obtain the association relationship between the new service and each service in the configuration sequence information when a new service is detected; according to the association relationship and the attribute parameter corresponding to the new service , Update the configuration sequence information; obtain the configuration location corresponding to the new service according to the updated configuration sequence information, and configure the new service based on the configuration location corresponding to the new service.

In one of the embodiments, the data information acquisition module is also used to call the corresponding service access component based on the first configuration information of the target service and the second configuration information of the GIS-related service to obtain the notification message of the target service and the information of the GIS-related service. Notification message; separate the notification message of the target service and the notification message of the GIS-related service to obtain multiple message words; match the message words with the keywords in the preset message database to obtain the data information of the target service and Data information of GIS related services.

In one of the embodiments, the data information acquisition module is also used to perform semantic analysis processing according to the message words when the message words match the corresponding keywords in the preset message library to obtain the keywords corresponding to the target service and the corresponding GIS related services Keywords: Based on the keywords corresponding to the target service and the keywords corresponding to the GIS related service, the data information of the target service and the data information of the GIS related service are obtained.

In one of the embodiments, the GIS service aggregation device further includes an information push module for collecting user historical location information and historical interest information; based on the user's historical location information, historical interest information, and information points of the target location in the data aggregation information Perform deep learning predictions to obtain information points of interest to users; push user information points of interest to the client that initiates GIS service requests.

In one of the embodiments, the information push module is also used to obtain the behavior type and the user behavior sequence based on the user's historical location information and historical interest information; extract the user behavior sequence according to the interest degree corresponding to the behavior type to obtain the user behavior Sequence feature; according to the user behavior sequence feature and the information point of the target location in the data aggregation information, the interest degree prediction value of the information point of the target location is obtained; when the interest degree prediction value is greater than the preset threshold, the corresponding information point of the target location As information points of interest to users.

For the specific definition of the GIS service aggregation device, please refer to the above definition of the GIS service aggregation method, which will not be repeated here. Each module in the above-mentioned GIS service aggregation device can be implemented in whole or in part by software, hardware and a combination thereof. The above-mentioned modules may be embedded in the form of hardware or independent of the processor in the computer equipment, or may be stored in the memory of the computer equipment in the form of software, so that the processor can call and execute the operations corresponding to the above-mentioned modules.

In one of the embodiments, a computer device is provided. The computer device may be a server, and its internal structure diagram may be as shown in FIG. 7. The computer equipment includes a processor, a memory, and a network interface connected through a system bus. Among them, the processor of the computer device is used to provide calculation and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, computer readable instructions, and a database. The internal memory provides an environment for the operation of the operating system and computer-readable instructions in the non-volatile storage medium. The database of the computer equipment is used to store data such as GIS service requests and configuration sequence information corresponding to service identifiers. The network interface of the computer device is used to communicate with an external terminal through a network connection. The computer-readable instructions are executed by the processor to realize a GIS service aggregation method.

Those skilled in the art can understand that the structure shown in FIG. 7 is only a block diagram of a part of the structure related to the solution of the present application, and does not constitute a limitation on the computer device to which the solution of the present application is applied. The specific computer device may Including more or fewer parts than shown in the figure, or combining some parts, or having a different arrangement of parts.

In one of the embodiments, a computer device is provided, including a memory and a processor, and computer-readable instructions are stored in the memory. When the processor executes the computer-readable instructions, the following steps are implemented: receiving a GIS service request, the GIS The service request carries the target service identifier; based on the geographic location data of the target service corresponding to the target service identifier, the GIS-related service of the target service is determined; the first configuration information of the target service and the second configuration information of the GIS relationship service are obtained, based on the first configuration Information and second configuration information, call the corresponding service access component to obtain the data information of the target service and the data information of the GIS related service; perform aggregation processing based on the data information of the target service and the data information of the GIS related service to obtain the data of the target service Aggregate information.

In one of the embodiments, the processor further implements the following steps when executing the computer-readable instructions: acquiring the service identifier and corresponding configuration parameters; acquiring the service attribute parameters according to the service identifier, and determining the service identifier corresponding to the service identifier based on the service attribute parameters and configuration parameters. Configure location information; generate configuration sequence information corresponding to the service identifier according to the configuration location information, service attribute parameters, and configuration parameters; obtain the first configuration information of the target service and the second configuration information of the GIS-related service through the configuration sequence information.

In one of the embodiments, the processor further implements the following steps when executing the computer-readable instructions: when a new service is detected, the association relationship between the new service and each service in the configuration sequence information is obtained; according to the association relationship and the new service The attribute parameters corresponding to the added service are updated, and the configuration sequence information is updated; according to the updated configuration sequence information, the configuration location corresponding to the new service is obtained, and the new service is configured based on the configuration location corresponding to the new service.

In one of the embodiments, the processor further implements the following steps when executing the computer-readable instructions: based on the first configuration information of the target service and the second configuration information of the GIS associated service, call the corresponding service access component to obtain the notification of the target service Messages and notification messages of GIS related services; separate the notification messages of the target service and the notification messages of GIS related services to obtain multiple message words; match the message words with keywords in the preset message database to obtain The data information of the target service and the data information of the GIS related service.

In one of the embodiments, the processor further implements the following steps when executing the computer-readable instructions: when the message words match the corresponding keywords in the preset message library, semantic analysis processing is performed according to the message words to obtain the key corresponding to the target service Words and keywords corresponding to GIS related services; based on the keywords corresponding to the target service and the keywords corresponding to the GIS related service, the data information of the target service and the data information of the GIS related service are obtained.

In one of the embodiments, the processor further implements the following steps when executing the computer-readable instructions: collecting the user's historical location information and historical interest information; based on the user's historical location information, historical interest information, and information about the target location in the data aggregation information Do in-depth learning predictions to obtain information points of interest to users; push user information points of interest to the client that initiates a GIS service request.

In one of the embodiments, the processor further implements the following steps when executing the computer-readable instructions: obtain the behavior type and the user behavior sequence based on the user's historical location information and historical interest information; and compare the user behavior sequence according to the interest degree corresponding to the behavior type. Perform feature extraction to obtain the user behavior sequence feature; according to the user behavior sequence feature and the information point of the target location in the data aggregation information, obtain the interest degree prediction value of the information point at the target location; when the interest degree prediction value is greater than the preset threshold, the The information point at the corresponding target location is regarded as the information point of interest to the user.

In one of the embodiments, a computer-readable storage medium is provided, and computer-readable instructions are stored thereon. When the computer-readable instructions are executed by a processor, the following steps are implemented: a GIS service request is received, and the GIS service request carries Target service identifier; based on the geographic location data of the target service corresponding to the target service identifier, determine the GIS-related service of the target service; obtain the first configuration information of the target service and the second configuration information of the GIS relationship service, based on the first configuration information and the first configuration information Second, configure the information, call the corresponding service access component to obtain the data information of the target service and the data information of the GIS related service; perform aggregation processing based on the data information of the target service and the data information of the GIS related service to obtain the data aggregation information of the target service.

In one of the embodiments, when the computer-readable instructions are executed by the processor, the following steps are also implemented: obtaining the service identification and corresponding configuration parameters; obtaining the service attribute parameters according to the service identification, and determining the corresponding service identification based on the service attribute parameters and configuration parameters According to the configuration location information, service attribute parameters and configuration parameters, generate configuration sequence information corresponding to the service identifier; obtain the first configuration information of the target service and the second configuration information of the GIS-related service through the configuration sequence information.

In one of the embodiments, when the computer-readable instructions are executed by the processor, the following steps are further implemented: when a new service is detected, the association relationship between the new service and each service in the configuration sequence information is obtained; according to the association relationship and The attribute parameters corresponding to the new service are updated, and the configuration sequence information is updated; according to the updated configuration sequence information, the configuration location corresponding to the new service is obtained, and the new service is configured based on the configuration location corresponding to the new service.

In one of the embodiments, when the computer-readable instructions are executed by the processor, the following steps are also implemented: based on the first configuration information of the target service and the second configuration information of the GIS associated service, call the corresponding service access component to obtain the target service Notification messages and notification messages of GIS related services; separate the notification messages of the target service and the notification messages of GIS related services to obtain multiple message words; match the message words with keywords in the preset message library, Obtain the data information of the target service and the data information of the GIS related service.

In one of the embodiments, when the computer-readable instructions are executed by the processor, the following steps are also implemented: when the message words match the corresponding keywords in the preset message library, semantic analysis processing is performed according to the message words to obtain the target service corresponding Keywords and keywords corresponding to GIS related services; based on the keywords corresponding to the target service and the keywords corresponding to the GIS related service, the data information of the target service and the data information of the GIS related service are obtained.

In one of the embodiments, when the computer-readable instructions are executed by the processor, the following steps are also implemented: collecting the user's historical location information and historical interest information; based on the user's historical location information, historical interest information, and the target location in the data aggregation information Information points perform in-depth learning predictions to obtain information points of interest to users; push user information points of interest to the client that initiates a GIS service request.

In one of the embodiments, when the computer-readable instructions are executed by the processor, the following steps are also implemented: based on the user's historical location information and historical interest information, the behavior type and the user behavior sequence are obtained; and the user behavior is determined according to the interest level corresponding to the behavior type. The sequence performs feature extraction to obtain the user behavior sequence feature; according to the user behavior sequence feature and the information point of the target location in the data aggregation information, the interest degree prediction value of the information point at the target location is obtained; when the interest degree prediction value is greater than the preset threshold, The information point of the corresponding target position is regarded as the information point of interest to the user.

A person of ordinary skill in the art can understand that all or part of the processes in the above-mentioned embodiment methods can be implemented by instructing relevant hardware through computer-readable instructions. The computer-readable instructions can be stored in a computer-readable storage. In the medium, when the computer-readable instructions are executed, they may include the processes of the above-mentioned method embodiments. Wherein, any reference to memory, storage, database, or other media used in the embodiments provided in this application may include non-volatile and/or volatile memory. Non-volatile memory may include read only memory (ROM), programmable ROM (PROM), electrically programmable ROM (EPROM), electrically erasable programmable ROM (EEPROM), or flash memory. Volatile memory may include random access memory (RAM) or external cache memory. As an illustration and not a limitation, RAM is available in many forms, such as static RAM (SRAM), dynamic RAM (DRAM), synchronous DRAM (SDRAM), double data rate SDRAM (DDRSDRAM), enhanced SDRAM (ESDRAM), synchronous chain Channel (Synchlink) DRAM (SLDRAM), memory bus (Rambus) direct RAM (RDRAM), direct memory bus dynamic RAM (DRDRAM), and memory bus dynamic RAM (RDRAM), etc.

The technical features of the above embodiments can be combined arbitrarily. In order to make the description concise, all possible combinations of the technical features in the above embodiments are not described. However, as long as there is no contradiction in the combination of these technical features, they should be It is considered as the range described in this specification.

The above-mentioned embodiments only express several implementation manners of the present application, and the description is relatively specific and detailed, but it should not be understood as a limitation on the scope of the invention patent. It should be pointed out that for those of ordinary skill in the art, without departing from the concept of this application, several modifications and improvements can be made, and these all fall within the protection scope of this application. Therefore, the scope of protection of the patent of this application shall be subject to the appended claims.

Claims

A GIS service aggregation method includes:

Receiving a GIS service request, the GIS service request carrying a target service identifier;

Determine the GIS-related service of the target service based on the geographic location data of the target service corresponding to the target service identifier;

Acquire the first configuration information of the target service and the second configuration information of the GIS relationship service, call the corresponding service access component based on the first configuration information and the second configuration information, and obtain the information of the target service Data information and data information of the GIS associated service; and

Perform aggregation processing based on the data information of the target service and the data information of the GIS associated service to obtain the data aggregation information of the target service.
The method according to claim 1, wherein before said obtaining the first configuration information of the target service and the second configuration information of the GIS associated service, the method further comprises:

Obtain service identification and corresponding configuration parameters;

Acquiring service attribute parameters according to the service identifier, and determining configuration location information corresponding to the service identifier based on the service attribute parameters and the configuration parameters; and

Generating configuration sequence information corresponding to the service identifier according to the configuration location information, the service attribute parameter, and the configuration parameter;

The obtaining the first configuration information of the target service and the second configuration information of the GIS associated service includes:

Through the configuration sequence information, the first configuration information of the target service and the second configuration information of the GIS associated service are acquired.
The method according to claim 2, wherein, after generating the configuration sequence information corresponding to the service identifier according to the configuration location information, the service attribute parameter, and the configuration parameter, the method further comprises:

When a newly added service is detected, obtaining the association relationship between the newly added service and each service in the configuration sequence information;

Update the configuration sequence information according to the association relationship and the attribute parameters corresponding to the newly added service; and

According to the updated configuration sequence information, the configuration location corresponding to the newly added service is obtained, and the newly added service is configured based on the configuration location corresponding to the newly added service.
The method according to claim 1, wherein the corresponding service access component is called based on the first configuration information of the target service and the second configuration information of the GIS associated service to obtain the data information of the target service And the data information of the GIS related service, including:

Based on the first configuration information of the target service and the second configuration information of the GIS related service, invoking the corresponding service access component to obtain the notification message of the target service and the notification message of the GIS related service;

Separate the notification message of the target service and the notification message of the GIS related service to obtain multiple message words; and

The message words are matched with keywords in a preset message library to obtain data information of the target service and data information of the GIS associated service.
The method according to claim 4, wherein the matching the message words with keywords in a preset message library to obtain data information of the target service and data information of the GIS-related service comprises:

When the message words match the corresponding keywords in the preset message database, perform semantic analysis processing according to the message words to obtain the keywords corresponding to the target service and the keywords corresponding to the GIS related service; and

Based on the keywords corresponding to the target service and the keywords corresponding to the GIS related service, the data information of the target service and the data information of the GIS related service are obtained.
The method according to claim 4, wherein the notification message comprises a voice message, and the separate processing of the notification message of the target service and the notification message of the GIS-related service respectively, and obtaining a plurality of message terms comprises :

Converting the voice message into a text message through voice-to-text technology; and

The text message is split according to the text processing technology to obtain multiple message words.
The method according to claim 6, wherein the keywords in the preset message library include element fields, and the matching of the message words with the keywords in the preset message library is used to obtain the information of the target service The data information and the data information of the GIS associated service include:

The message words are matched with the element fields. When the matching is successful, contextual semantic analysis is performed according to the message words, document keywords are extracted, and document data is generated. The document data includes data information of the target service and Data information of the GIS associated service.
The method according to claim 1, wherein the performing aggregation processing based on the data information of the target service and the data information of the GIS associated service, and after obtaining the data aggregation information of the target service, the method further comprises:

Collect user's historical location information and historical interest information;

Perform in-depth learning prediction based on the user's historical location information, the historical interest information, and the information points at the target location in the data aggregation information, to obtain user information points of interest;

Push the information points of interest of the user to the client that initiates the GIS service request.
The method according to claim 8, wherein the deep learning prediction is performed based on the user's historical location information, the historical information of interest, and the information points of the target location in the data aggregation information to obtain the user's interest information points ,include:

Obtaining the behavior type and the user behavior sequence based on the user's historical location information and the historical interest information;

Performing feature extraction on the user behavior sequence according to the interest degree corresponding to the behavior type to obtain the user behavior sequence feature;

Obtaining the predicted value of interest of the information point at the target location according to the user behavior sequence feature and the information point at the target location in the data aggregation information; and

When the predicted value of the degree of interest is greater than the preset threshold, the information point at the corresponding target position is taken as the user's interest information point.
The method according to claim 9, wherein the obtaining the predicted value of the interest degree of the information point of the target location according to the characteristics of the user behavior sequence and the information point of the target location in the data aggregation information comprises:

Extracting in-depth features from the user behavior sequence, combining the in-depth features and the user behavior sequence to obtain combined feature information;

The interest feature vector and the corresponding weight of each candidate information point are calculated according to the combined feature information, and the interest degree prediction value corresponding to each candidate information point is calculated by the interest feature vector and the corresponding weight of the candidate information point.
A GIS service aggregation device, including:

The request receiving module is configured to receive a GIS service request, where the GIS service request carries a target service identifier;

An associated service determination module, configured to determine the GIS associated service of the target service based on the geographic location data of the target service corresponding to the target service identifier;

The data information acquisition module is used to acquire the first configuration information of the target service and the second configuration information of the GIS relationship service, and call the corresponding service access component based on the first configuration information and the second configuration information To obtain the data information of the target service and the data information of the GIS associated service; and

The aggregation processing module is configured to perform aggregation processing based on the data information of the target service and the data information of the GIS associated service to obtain the data aggregation information of the target service.
A computer device includes a memory and one or more processors. The memory stores computer-readable instructions. When the computer-readable instructions are executed by the one or more processors, the one or more Each processor performs the following steps:

Receiving a GIS service request, the GIS service request carrying a target service identifier;

Determine the GIS-related service of the target service based on the geographic location data of the target service corresponding to the target service identifier;

Acquire the first configuration information of the target service and the second configuration information of the GIS relationship service, call the corresponding service access component based on the first configuration information and the second configuration information, and obtain the information of the target service Data information and data information of the GIS associated service; and

Perform aggregation processing based on the data information of the target service and the data information of the GIS associated service to obtain the data aggregation information of the target service.
The computer device according to claim 12, wherein the processor further executes the following steps when executing the computer-readable instructions:

Obtain service identification and corresponding configuration parameters;

Acquiring service attribute parameters according to the service identifier, and determining configuration location information corresponding to the service identifier based on the service attribute parameters and the configuration parameters;

Generate configuration sequence information corresponding to the service identifier according to the configuration location information, the service attribute parameter, and the configuration parameter; and

Through the configuration sequence information, the first configuration information of the target service and the second configuration information of the GIS associated service are acquired.
The computer device according to claim 13, wherein the processor further executes the following steps when executing the computer readable instruction:

When a newly added service is detected, obtaining the association relationship between the newly added service and each service in the configuration sequence information;

Update the configuration sequence information according to the association relationship and the attribute parameters corresponding to the newly added service; and

According to the updated configuration sequence information, the configuration location corresponding to the newly added service is obtained, and the newly added service is configured based on the configuration location corresponding to the newly added service.
The computer device according to claim 12, wherein the processor further executes the following steps when executing the computer-readable instructions:

Based on the first configuration information of the target service and the second configuration information of the GIS related service, invoking the corresponding service access component to obtain the notification message of the target service and the notification message of the GIS related service;

Separate the notification message of the target service and the notification message of the GIS related service to obtain multiple message words; and

The message words are matched with keywords in a preset message library to obtain data information of the target service and data information of the GIS associated service.
The computer device according to claim 15, wherein the processor further executes the following steps when executing the computer readable instruction:

When the message words match the corresponding keywords in the preset message database, perform semantic analysis processing according to the message words to obtain the keywords corresponding to the target service and the keywords corresponding to the GIS related service; and

Based on the keywords corresponding to the target service and the keywords corresponding to the GIS related service, the data information of the target service and the data information of the GIS related service are obtained.
The computer device according to claim 15, wherein the processor further executes the following steps when executing the computer readable instruction:

Converting the voice message into a text message through voice-to-text technology; and

The text message is split according to the text processing technology to obtain multiple message words.
One or more computer-readable storage media storing computer-readable instructions, which when executed by one or more processors, cause the one or more processors to perform the following steps:

Receiving a GIS service request, the GIS service request carrying a target service identifier;

Determine the GIS-related service of the target service based on the geographic location data of the target service corresponding to the target service identifier;

Acquire the first configuration information of the target service and the second configuration information of the GIS relationship service, call the corresponding service access component based on the first configuration information and the second configuration information, and obtain the information of the target service Data information and data information of the GIS associated service; and

Perform aggregation processing based on the data information of the target service and the data information of the GIS associated service to obtain the data aggregation information of the target service.
The storage medium according to claim 18, wherein the following steps are further performed when the computer-readable instructions are executed by the processor:

Obtain service identification and corresponding configuration parameters;

Acquiring service attribute parameters according to the service identifier, and determining configuration location information corresponding to the service identifier based on the service attribute parameters and the configuration parameters;

Generate configuration sequence information corresponding to the service identifier according to the configuration location information, the service attribute parameter, and the configuration parameter; and

Through the configuration sequence information, the first configuration information of the target service and the second configuration information of the GIS associated service are acquired.
The storage medium according to claim 19, wherein the following steps are further performed when the computer-readable instructions are executed by the processor:

When a newly added service is detected, obtaining the association relationship between the newly added service and each service in the configuration sequence information;

Update the configuration sequence information according to the association relationship and the attribute parameters corresponding to the newly added service; and

According to the updated configuration sequence information, the configuration location corresponding to the newly added service is obtained, and the newly added service is configured based on the configuration location corresponding to the newly added service.