Situation deduction method, device, equipment, medium and product

Abstract

The invention provides a situation deduction method and device, equipment, a medium and a product, and the method comprises the steps: obtaining the initial deduction information corresponding to each client, and enabling the initial deduction information to comprise identity information and command and control situation information; performing information improvement processing on the command and control situation information according to a preset artificial intelligence processing operation to obtain multiple pieces of target control situation information; and according to the identity information, issuing corresponding target control situation information to each client, so as to trigger each client to display a corresponding situation deduction process according to the received target control situation information. According to the invention, the fluency of situation deduction and the effect of situation deduction can be improved.

Description

Technical Field

[0001] The present invention relates to the field of data processing technology, and in particular to situation deduction methods, devices, equipment, media and products. Background Art

[0002] Situation information is information used to characterize the status and mutual relationship of various targets in the area. Specifically, situation information can be obtained based on situation deduction.

[0003] In the prior art, deduction is usually performed directly based on the acquired command and control situation information. The problem with the prior art is that the acquired command and control situation information may only convey key information such as key positions and key steps. Directly performing deduction based on the acquired command and control situation information is not conducive to improving the fluency and effect of situation deduction.

[0004] Therefore, the prior art still needs to be improved and enhanced. Summary of the invention

[0005] The present invention provides a situation deduction method, device, equipment, medium and product to solve the technical problem in the prior art that deduction is directly performed based on the acquired command and control situation information, which is not conducive to improving the fluency of situation deduction and the effect of situation deduction, thereby achieving the goal of improving the fluency of situation deduction and the effect of situation deduction.

[0006] The present invention provides a situation deduction method, comprising: Respectively obtain initial deduction information corresponding to each client, wherein the initial deduction information includes identity information and command and control situation information; Performing information improvement processing on each of the command and control situation information according to a preset artificial intelligence processing operation to obtain multiple target control situation information; According to the identity information, the corresponding target control situation information is sent to each of the clients respectively, so as to trigger each of the clients to display the corresponding situation deduction process according to the received target control situation information.

[0007] According to a situation deduction method provided by the present invention, the identity information includes identity ID and role information; The obtaining of initial deduction information corresponding to each client includes: Obtaining the identity ID corresponding to each of the clients respectively, and determining the role information corresponding to each of the clients according to the identity ID; The initial deduction information uploaded by each of the clients is obtained respectively.

[0008] According to a situation deduction method provided by the present invention, for any of the clients, the initial deduction information corresponding to the client is generated by the client in response to a historical information selection operation, or is generated by the client in response to a new information planning operation.

[0009] According to a situation deduction method provided by the present invention, the information improvement processing is performed on each of the command and control situation information according to a preset artificial intelligence processing operation to obtain multiple target control situation information, including: Acquiring complete reference data, wherein the complete reference data includes historical situation data and / or geographic data; According to the improved reference data, information improvement processing is performed on each of the command and control situation information based on artificial intelligence processing operations to obtain multiple target control situation information, wherein the artificial intelligence processing operations include at least one of interpolation based on artificial intelligence technology, multi-layer perceptron model processing and convolutional neural network processing.

[0010] According to a situation deduction method provided by the present invention, the method further includes: Get client display parameters; The target control situation information is processed based on cloud computing according to the client display parameters.

[0011] According to a situation deduction method provided by the present invention, the sending of corresponding target control situation information to each client according to the identity information includes: Performing fusion processing on the target control situation information according to the role information to obtain the target situation control information corresponding to each role information; The target situation control information corresponding to the role information of the client is respectively issued to each of the clients.

[0012] The present invention also provides a situation deduction device, comprising: A data acquisition module, used to respectively acquire initial deduction information corresponding to each client, wherein the initial deduction information includes identity information and command and control situation information; A data processing module, used to perform information improvement processing on each of the command and control situation information according to a preset artificial intelligence processing operation to obtain multiple target control situation information; The data sending module is used to send corresponding target control situation information to each client according to the identity information, so as to trigger each client to display the corresponding situation deduction process according to the received target control situation information.

[0013] The present invention also provides an electronic device, comprising a memory, a processor, and a computer program stored in the memory and running on the processor, wherein the processor implements any of the above-mentioned situation deduction methods when executing the computer program.

[0014] The present invention also provides a non-transitory computer-readable storage medium on which a computer program is stored. When the computer program is executed by a processor, any of the above-mentioned situation deduction methods is implemented.

[0015] The present invention also provides a computer program product, including a computer program, which implements any of the above-mentioned situation deduction methods when executed by a processor.

[0016] The present invention provides a situation deduction method, device, equipment, medium and product, which respectively obtain initial deduction information corresponding to each client, wherein the initial deduction information includes identity information and command and control situation information; perform information improvement processing on each command and control situation information according to a preset artificial intelligence processing operation to obtain multiple target control situation information; and send corresponding target control situation information to each client according to the identity information to trigger each client to display the corresponding situation deduction process according to the received target control situation information.

[0017] In this way, after obtaining the initial deduction information uploaded by the client, the command and control situation information in the deduction information is improved according to the preset artificial intelligence processing operation, so as to obtain the target control situation information and realize the improvement of information details. And further send the improved target control situation information to the client according to the identity information to trigger the client to perform situation deduction. This ensures that the target control situation information used in the situation deduction is more complete and detailed, which is conducive to improving the fluency and effect of situation deduction. BRIEF DESCRIPTION OF THE DRAWINGS

[0018] In order to more clearly illustrate the technical solutions in the present invention or the prior art, the following briefly introduces the drawings required for use in the embodiments or the description of the prior art. Obviously, the drawings described below are some embodiments of the present invention. For ordinary technicians in this field, other drawings can be obtained based on these drawings without paying creative work.

[0019] Figure 1 It is a flow chart of the situation deduction method provided by the present invention.

[0020] Figure 2 It is a specific flow chart of the situation deduction method provided by the present invention.

[0021] Figure 3It is a structural schematic diagram of the situation deduction device provided by the present invention.

[0022] Figure 4 It is a structural schematic diagram of the electronic device provided by the present invention. DETAILED DESCRIPTION

[0023] In order to make the purpose, technical solution and advantages of the present invention clearer, the technical solution of the present invention will be clearly and completely described below in conjunction with the drawings of the present invention. Obviously, the described embodiments are part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0024] At present, data processing is increasingly widely used. For example, situational deduction can be performed based on data processing technology. In the prior art, deduction is usually performed directly based on the acquired command and control situation information. However, due to the granularity of command and control situation information, especially the planned command and control situation information, the situational deduction data may be incomplete and lack details, thus affecting the fluency, continuity and effect of situational deduction.

[0025] In order to solve at least one of the above problems, the embodiment of the present invention provides a situation deduction method. Figure 1-Figure 4 The situation deduction method provided by the present invention is described as follows: Figure 1 As shown, the method comprises the steps of: S110, respectively obtaining initial deduction information corresponding to each client, wherein the initial deduction information includes identity information and command and control situation information; S120, performing information improvement processing on each of the command and control situation information according to a preset artificial intelligence processing operation to obtain multiple target control situation information; S130. According to the identity information, the corresponding target control situation information is respectively sent to each of the clients to trigger each of the clients to display a corresponding situation deduction process according to the received target control situation information.

[0026] The method provided by the present invention, after acquiring the initial deduction information uploaded by the client, performs information improvement processing on the command and control situation information in the deduction information according to the preset artificial intelligence processing operation, thereby obtaining the target control situation information and realizing the improvement of information details. And further, the improved target control situation information is sent to the client according to the identity information to trigger the client to perform situation deduction. Thereby, it is ensured that the target control situation information used in the situation deduction is more complete and detailed information, which is conducive to improving the fluency, continuity and effect of the situation deduction.

[0027] It should be noted that the situation deduction method provided in the embodiment of the present invention can be applied to the server in the situation deduction process. By performing data improvement and processing based on the server, the data processing volume of the client can be reduced and the data processing effect can be improved, thereby improving the situation deduction effect.

[0028] Among them, the initial simulation information is provided by multiple clients, and in the present invention, the specific situation simulation process is executed by the client, and the server is used to process the command and control situation information required for the situation simulation to improve the final situation simulation effect.

[0029] Specifically, the identity information includes identity ID and role information; The obtaining of initial deduction information corresponding to each client includes: Obtaining the identity ID corresponding to each of the clients respectively, and determining the role information corresponding to each of the clients according to the identity ID; The initial deduction information uploaded by each of the clients is obtained respectively.

[0030] The identity ID is used to characterize the actual identity of the client. For example, the unique device number of the client can be used as the identity ID corresponding to the client. The role information is used to characterize the role of the client in the situation deduction process. It should be noted that different clients have different identity IDs, but different clients may have the same role information.

[0031] In the embodiment of the present invention, each client selects its own identity ClientID when logging into the system, thereby determining its own role ClientRole. Among multiple clients, there is a control role ClientRoleControl, which is responsible for selecting or planning the command and control situation information to be simulated, assigning client roles to participate in the simulation, and controlling the start, stop, progress, speed, etc. of the simulation. In the simulated command and control situation information, there are multiple participants, such as our side, the enemy, the friendly side, etc. A certain side is also divided into multiple units and multiple levels, and these participants can be assigned to multiple roles.

[0032] For any of the above-mentioned clients, the initial deduction information corresponding to the client is generated by the client in response to a historical information selection operation, or is generated by the client in response to a new information planning operation.

[0033] Specifically, in an embodiment of the present invention, the command and control situation information in the initial information can be generated by the user selecting existing command and control situation information on the client, or it can be generated by the user planning new information based on the interface, map, etc. provided by the client, and no specific limitation is made here.

[0034] The performing of information improvement processing on each of the command and control situation information according to the preset artificial intelligence processing operation to obtain multiple target control situation information includes: Acquiring complete reference data, wherein the complete reference data includes historical situation data and / or geographic data; According to the improved reference data, information improvement processing is performed on each of the command and control situation information based on artificial intelligence processing operations to obtain multiple target control situation information, wherein the artificial intelligence processing operations include at least one of interpolation based on artificial intelligence technology, multi-layer perceptron model processing and convolutional neural network processing.

[0035] The above-mentioned reference data for improvement is the reference information needed to be used in the process of improving the command and control situation information. The reference data for improvement can be pre-selected or input by the user, or generated by the system based on historical information, which is not specifically limited here.

[0036] In an embodiment of the present invention, the details of the command and control situation information are supplemented and improved based on artificial intelligence (AI) technology. Command and control situation information generally only stores key information such as key positions and key steps. For newly planned command and control situation information, only key positions and key steps can be planned. This omits a large amount of detailed information, which will lead to an unsmooth and discontinuous deduction process. Therefore, the present invention uses AI technology, neural networks, etc., combined with historical data, geographic data, etc., using multilayer perceptron (MLP) models, convolutional neural networks (CNN), interpolation and other methods to process time series data in command and control situation information, calculate, supplement and improve the details of command and control situation information, and ensure the continuity and smoothness of the deduction process.

[0037] Furthermore, the method further comprises: Get client display parameters; The target control situation information is processed based on cloud computing according to the client display parameters.

[0038] Specifically, in the embodiment of the present invention, the target control situation information is also personalized based on cloud computing to ensure that the processed target control situation information can meet the display requirements of the client, thereby achieving direct display without further processing by the client, reducing the calculation amount of the client.

[0039] In the present invention, the command and control information situation deduction based on cloud computing is implemented, and cloud computing technology is used to provide massive and flexible computing and storage capabilities. The present invention uses the computing power of cloud computing. In the deduction process of command and control situation information, according to the situation information that each role needs to receive and display, the parameters displayed on each client map and other information, the command and control situation information is processed and processed in a personalized manner, ensuring that each client can directly display the command and control situation information on the map after receiving it, without further processing, so as to reduce the amount of calculation of the client and ensure the details and fluency of the client deduction. For example, for the direction angle of the target model or symbol in the deduction process, generally only the position of the target is stored, and the direction angle is calculated when the model is displayed. In the deduction process of the present invention, the direction angle of the target is calculated on the server side, and the target direction angle information is sent to the client together with the position information. For example, according to the range and scale of the client map, the server side only pushes the command and control situation information data that can be displayed on the current map to the client through calculation and map matching, so as to reduce the amount of data transmission.

[0040] It should be noted that the order of processing corresponding to AI-based information improvement processing and cloud computing-based personalized processing is not fixed. Cloud computing-based personalized processing can also be performed first, and then AI-based information improvement processing can be performed. No specific limitation is made here.

[0041] In the embodiment of the present invention, the sending of corresponding target control situation information to each of the clients according to the identity information includes: Performing fusion processing on the target control situation information according to the role information to obtain the target situation control information corresponding to each role information; The target situation control information corresponding to the role information of the client is respectively issued to each of the clients.

[0042] Specifically, the server calculates and fuses the corresponding target control situation information according to the corresponding role, and then sends the processed and fused target situation control information to the client of the corresponding role according to the role, so as to trigger the client to perform situation deduction and display the situation deduction process.

[0043] In the embodiment of the present invention, the situation deduction method provided by the present invention is also specifically described based on a specific application scenario. Specifically, the situation deduction method provided by the embodiment of the present invention can be used for the replay of historical situation information, and can also be used for the preview of planned situation information. The situation deduction method provided by the embodiment of the present invention is applied to a situation deduction system, which includes two parts, a client and a server, and supports command and control situation deduction in which multiple clients play multiple roles and participate in collaboration. The client uses visualization technologies such as geographic information system (GIS, Geographic Information System) and WebGL to make the deduction process smoother and the details richer and more realistic. The server uses cloud computing technology to perform personalized calculations and processing on the command and control situation information according to the characteristics and parameters of each role and client, and sends the command and control situation information to each client according to the role. At the same time, the server uses AI technology, combined with historical data, geographic data, etc., to process the time series data of the command and control situation, calculate, supplement, and improve the details of the command and control situation information, and ensure the continuity and smoothness of the deduction process.

[0044] Specifically, the present invention uses cloud computing technology to process command and control situation information. Cloud computing has massive and flexible computing and storage capabilities, can process a large amount of command and control situation information, can support a large number of user-side situation information processing requests, and improve data processing effects and efficiency. The present invention uses GIS technology to realize the display of command and control information, and integrates geographic location and time to realize the deduction of command and control situation information. Based on WebGL, WebGPU and other technologies, the situation information display and deduction on a three-dimensional map are used to present a more realistic effect. The present invention is based on AI technology to generate command and control situation information data, improve the deduction of command situation information, and make the deduction process smoother and more realistic. The command and control situation deduction of the present invention can be used for the replay of historical situation information, and can also be used for the preview of planned situation information.

[0045] In this way, cloud computing and AI technologies are introduced into the deduction business of command and control situation information, cloud computing technology is used to process and store massive command and control situation information, AI technology is used to further process and improve the command and control situation information, and GIS, 3DGIS, etc. are used to display the deduction process of command and control situation information, making the deduction process of command and control situation information smoother, with richer and more realistic details, providing better support for auxiliary decision-making.

[0046] Specifically, AI technology is used to analyze existing historical situation data (i.e., to improve reference data) and generate complete command and control situation data (i.e., target control situation information), thereby supplementing specific details and improving the situation simulation effect.

[0047] In one application scenario, the situation simulation system adopts a B / S architecture. On the client side, HTML, GIS, 3DGIS and other technologies are used to provide user operation and information display functions for the simulation and display of command and control situation information. On the server side, cloud computing, AI and other technologies are used to store and process command and control situation data, and push command and control situation simulation process information to the client.

[0048] The user selects existing command and control situation information on the client (ReplayClient), or uses the interface and map to plan new command and control situation information, and sends these situation data to the server for deduction. After the server (ReplayServer) receives the situation data to be deduced from the client, it loads the situation data and performs time series processing on the data for deduction. The server also processes the situation data again based on the AI ​​processing technology equipped in the AI ​​processing module (ReplayAI), supplements the situation details, and makes the situation data smooth and complete. The server also sends the processed command and control situation data to the client in chronological order based on the data delivery module (ReplayDriver) to trigger the client to perform situation deduction and display the deduction process of the command and control situation data.

[0049] In a specific application scenario, the client includes the following multiple modules: a data selection module (ClientSelect), a data planning module (ClientPlan), a control module (ClientOpertion), a data receiving module (ClientReceive) and a display module (ClientShow). Among them, ClientSelect is used to select existing situation information and notify the server to display and deduce the situation. ClientPlan is used to plan new command and control situation information and send it to the server for situation display and deduction. ClientOpertion is used to display the progress of situation deduction on the client, control (speed up or slow down) the speed of situation deduction, and manage the command and control situation role information of the current client. ClientReceive is used to receive command and control situation information during the deduction process from the server. ClientShow is used to display the command and control situation information during the deduction process on the map.

[0050] The server includes the following modules: data storage module (ReplayData), AI processing module (ReplayAI), data delivery module (ReplayDriver) and management module (ReplayManager). Among them, ReplayData is used to manage and maintain command and control situation information, deduction information, etc., and process command and control situation information. ReplayManager is the core of command and control situation information management and deduction, responsible for managing and scheduling various modules. ReplayAI reprocesses existing command and control situation information and newly planned command and control situation information, supplements situation details, and makes the situation data smooth and complete. ReplayDriver sends the processed command and control situation data to each ReplayClient in chronological order according to the role.

[0051] Specifically, during the deduction of command and control situation information, the ReplayDriver module on the server side groups and integrates the processed command and control situation information according to the assigned roles, and sends the command and control situation information to each client ReplayClient according to the roles. In one application scenario, the client corresponding to the control role can receive the command and control situation information of all roles, or only receive the command and control situation information belonging to the role. In another application scenario, the client corresponding to the control role can be set to receive and display the command and control situation information of all roles, or can choose to only receive or display the command and control situation information of a few specific roles.

[0052] In the embodiment of the present invention, GIS maps and WebGL are also used to display the command and control situation deduction process to achieve visual output so that users can know the situation deduction situation in real time. Specifically, the client of the present invention is displayed based on a Web browser, and a Web-based GIS map is used to display and deduce command and control situation information, which is installation-free and easy to deploy. GIS maps are divided into two-dimensional and three-dimensional. Two-dimensional maps are flat maps, which are implemented using Openlayers and can display information such as the location, icon, status, and two-dimensional animation effects of the target; three-dimensional maps are implemented using Cesium and can display information such as the location, height, three-dimensional model, and three-dimensional animation effects of the target. Using WebGL technology, the three-dimensional model of the target is displayed on the client, and the model is in the "glb" format. The server of the present invention sends the processed deduction process data to the client according to the deduction process of the client, the display range and scale of the GIS map, and can be directly displayed on the GIS map.

[0053] In one application scenario, the client sends the deduction process, the display range and scale of the GIS map to the server as follows: { taskID: '20155173', / / Command and control situation task ID startTime: '12:32:45', / / start time duration: '36000', / / duration, seconds progress: '987', / / Current deduction progress, seconds speed: '10', / / deduction speed clientID: '001', / / Client ID clientRole: 'control', / / Client role mapExtent: '104,38104.50,37.66' / / Client map extent, in degrees mapZoom: '10', / / Client map zoom level mapScale: '1:1000000' / / Client map scale }; The command and control situation information sent by the server to the client. When the client is a 2D map, the information sent by the server is as follows: { clientID: 'control', / / Client ID taskID: '20155173', / / Command and control situation task ID progress: '1010', / / Current deduction progress, seconds objects:[{ objID: '10_586', / / Target ID objName: 'name', / / target name objType: 'track', / / target type objPosition:'104.39946921386718,37.84793515624998', / / target position objAzimuth: '125', / / target direction angle }, ... ] }; When the client is a 3D map, the information sent by the server is as follows: { clientID: 'control', / / Client ID taskID: '20155173', / / Command and control situation task ID progress: '1010', / / Current deduction progress, seconds objects:[{ objID: '10_586', / / Target ID objName: 'name', / / target name objType: 'track', / / target type objPosition:'104.39946921386718,37.84793515624998', / / target position objAltitude: '10510', / / Target altitude, meters objAzimuth: '125', / / target direction angle objPitch: '20', / / Target pitch angle objPoll: '5', / / target roll angle objModel: 'flight.glb', / / target 3D model }, ... ] }.

[0054] Figure 2 It is a specific flow chart of a situation deduction provided by the present invention, such as Figure 2 As shown, the client selects the historical command and control situation information to be obtained, or plans new command and control situation information, which is used for the next step of deduction. The command and control situation information is read and loaded on the server. On the server, cloud computing, AI and other technologies are used to process the command and control situation deduction information, supplement the details of the command and control situation information, and calculate and fuse the command and control situation deduction information according to the client role. The server will send the processed and fused command and control situation information to each client according to the role. On each client, GIS, 3D and other technologies are used to display the deduction process of the command and control situation.

[0055] Thus, in an embodiment of the present invention, cloud computing technology is used to process command and control situation information. Cloud computing has massive and flexible computing and storage capabilities, can process a large amount of command and control situation information, and can support a large number of situation information processing requests from user terminals, thereby improving processing efficiency. GIS (geographic information system) technology is used to realize the display of command and control information, and the deduction of command and control situation information is realized by integrating geographical location and time. Based on WebGL, WebGL and other technologies, situation information display and deduction on a three-dimensional map are used to present a more realistic effect. Based on AI technology, command and control situation information data is generated, and the deduction of command situation information is improved to make the deduction process smoother and more realistic. The command and control situation deduction of the present invention can be used for the replay of historical situation information, and can also be used for the preview of planned situation information, which is more convenient for users to use.

[0056] The situation deduction device provided by the present invention is described below. The situation deduction device described below and the situation deduction method described above can be referred to each other. Figure 3 As shown, the situation deduction device provided by the present invention includes: The data acquisition module 310 is used to respectively acquire the initial deduction information corresponding to each client, wherein the initial deduction information includes identity information and command and control situation information; The data processing module 320 is used to perform information improvement processing on each of the command and control situation information according to a preset artificial intelligence processing operation to obtain multiple target control situation information; The data sending module 330 is used to send corresponding target control situation information to each of the clients according to the identity information, so as to trigger each of the clients to display the corresponding situation deduction process according to the received target control situation information.

[0057] The situation deduction device provided by the present invention can, after acquiring the initial deduction information uploaded by the client, perform information improvement processing on the command and control situation information in the deduction information according to the preset artificial intelligence processing operation, thereby obtaining the target control situation information and realizing the improvement of information details. And further send the improved target control situation information to the client according to the identity information to trigger the client to perform situation deduction. Thereby, it is ensured that the target control situation information used in the situation deduction is more complete and detailed information, which is conducive to improving the fluency, continuity and effect of the situation deduction.

[0058] Figure 4 An example of a physical structure diagram of an electronic device is shown in FIG. Figure 4As shown, the electronic device may include: a processor 410, a communication interface 420, a memory 430 and a communication bus 440, wherein the processor 410, the communication interface 420 and the memory 430 communicate with each other through the communication bus 440. The processor 410 may call the logic instructions in the memory 430 to execute the situation deduction method, which includes: respectively obtaining the initial deduction information corresponding to each client, wherein the initial deduction information includes identity information and command and control situation information; performing information improvement processing on each command and control situation information according to a preset artificial intelligence processing operation to obtain multiple target control situation information; and sending the corresponding target control situation information to each client according to the identity information, so as to trigger each client to display the corresponding situation deduction process according to the received target control situation information.

[0059] In addition, the logic instructions in the above-mentioned memory 430 can be implemented in the form of a software functional unit and can be stored in a computer-readable storage medium when it is sold or used as an independent product. Based on this understanding, the technical solution of the present invention, in essence, or the part that contributes to the prior art or the part of the technical solution, can be embodied in the form of a software product, and the computer software product is stored in a storage medium, including a number of instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to perform all or part of the steps of the method described in each embodiment of the present invention. The aforementioned storage medium includes: U disk, mobile hard disk, read-only memory (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), disk or optical disk, etc. Various media that can store program codes.

[0060] On the other hand, the present invention also provides a computer program product, which includes a computer program, and the computer program can be stored on a non-transitory computer-readable storage medium. When the computer program is executed by a processor, the computer can execute the situation deduction method provided by the above-mentioned methods, and the method includes: obtaining initial deduction information corresponding to each client respectively, wherein the initial deduction information includes identity information and command and control situation information; performing information improvement processing on each command and control situation information according to a preset artificial intelligence processing operation to obtain multiple target control situation information; and according to the identity information, sending corresponding target control situation information to each client respectively to trigger each client to display the corresponding situation deduction process according to the received target control situation information.

[0061] On the other hand, the present invention also provides a non-transitory computer-readable storage medium having a computer program stored thereon, which, when executed by a processor, is implemented to execute the situation deduction method provided by the above-mentioned methods, the method comprising: respectively obtaining initial deduction information corresponding to each client, wherein the initial deduction information comprises identity information and command and control situation information; performing information improvement processing on each command and control situation information according to a preset artificial intelligence processing operation to obtain multiple target control situation information; and respectively sending corresponding target control situation information to each client according to the identity information to trigger each client to display the corresponding situation deduction process according to the received target control situation information.

[0062] The device embodiments described above are merely illustrative, wherein the units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, they may be located in one place, or they may be distributed on multiple network units. Some or all of the modules may be selected according to actual needs to achieve the purpose of the scheme of this embodiment. Those of ordinary skill in the art may understand and implement it without creative work.

[0063] Through the description of the above implementation methods, those skilled in the art can clearly understand that each implementation method can be implemented by means of software plus a necessary general hardware platform, and of course, can also be implemented by hardware. Based on this understanding, the above technical solution is essentially or the part that contributes to the prior art can be embodied in the form of a software product, and the computer software product can be stored in a computer-readable storage medium, such as ROM / RAM, a disk, an optical disk, etc., including a number of instructions for a computer device (which can be a personal computer, a server, or a network device, etc.) to execute the methods described in each embodiment or some parts of the embodiments.

[0064] Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention, rather than to limit it. Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art should understand that they can still modify the technical solutions described in the aforementioned embodiments, or make equivalent replacements for some of the technical features therein. However, these modifications or replacements do not deviate the essence of the corresponding technical solutions from the spirit and scope of the technical solutions of the embodiments of the present invention.

Claims

1. A situation deduction method, characterized in that: include: Respectively obtain initial deduction information corresponding to each client, wherein the initial deduction information includes identity information and command and control situation information; Performing information improvement processing on each of the command and control situation information according to a preset artificial intelligence processing operation to obtain multiple target control situation information; According to the identity information, the corresponding target control situation information is sent to each of the clients respectively, so as to trigger each of the clients to display the corresponding situation deduction process according to the received target control situation information.

2. The situation deduction method according to claim 1, characterized in that: The identity information includes identity ID and role information; The obtaining of initial deduction information corresponding to each client includes: Obtaining the identity ID corresponding to each of the clients respectively, and determining the role information corresponding to each of the clients according to the identity ID; The initial deduction information uploaded by each of the clients is obtained respectively.

3. The situation deduction method according to claim 2, characterized in that: For any of the above-mentioned clients, the initial deduction information corresponding to the client is generated by the client in response to a historical information selection operation, or is generated by the client in response to a new information planning operation.

4. The situation deduction method according to claim 1, characterized in that: The performing of information improvement processing on each of the command and control situation information according to the preset artificial intelligence processing operation to obtain multiple target control situation information includes: Acquiring complete reference data, wherein the complete reference data includes historical situation data and / or geographic data; According to the improved reference data, information improvement processing is performed on each of the command and control situation information based on artificial intelligence processing operations to obtain multiple target control situation information, wherein the artificial intelligence processing operations include at least one of interpolation based on artificial intelligence technology, multi-layer perceptron model processing and convolutional neural network processing.

5. The situation deduction method according to claim 1, characterized in that: The method further comprises: Get client display parameters; The target control situation information is processed based on cloud computing according to the client display parameters.

6. The situation deduction method according to claim 2 or 3, characterized in that: The sending corresponding target control situation information to each of the clients according to the identity information includes: Performing fusion processing on the target control situation information according to the role information to obtain the target situation control information corresponding to each role information; The target situation control information corresponding to the role information of the client is respectively issued to each of the clients.

7. A situation deduction device, characterized in that: The device comprises: A data acquisition module, used to respectively acquire initial deduction information corresponding to each client, wherein the initial deduction information includes identity information and command and control situation information; A data processing module, used to perform information improvement processing on each of the command and control situation information according to a preset artificial intelligence processing operation to obtain multiple target control situation information; The data sending module is used to send corresponding target control situation information to each client according to the identity information, so as to trigger each client to display the corresponding situation deduction process according to the received target control situation information.

8. An electronic device comprising a memory, a processor, and a computer program stored in the memory and running on the processor, characterized in that: When the processor executes the computer program, the situation deduction method as described in any one of claims 1 to 6 is implemented.

9. A non-transitory computer-readable storage medium having a computer program stored thereon, characterized in that: When the computer program is executed by a processor, the situation deduction method as described in any one of claims 1 to 6 is implemented.

10. A computer program product, comprising a computer program, characterized in that When the computer program is executed by a processor, the situation deduction method as described in any one of claims 1 to 6 is implemented.

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