CN111680864A - Method and device for determining emergency scheme of road accident and storage medium - Google Patents

Method and device for determining emergency scheme of road accident and storage medium Download PDF

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Publication number
CN111680864A
CN111680864A CN202010337605.5A CN202010337605A CN111680864A CN 111680864 A CN111680864 A CN 111680864A CN 202010337605 A CN202010337605 A CN 202010337605A CN 111680864 A CN111680864 A CN 111680864A
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accident
information
emergency
target
variable
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CN111680864B (en
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刘兴旺
高国立
王莹
郭知洋
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Beijing Zhongjiao Huaan Technology Co ltd
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Beijing Zhongjiao Huaan Technology Co ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0631Resource planning, allocation, distributing or scheduling for enterprises or organisations
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2455Query execution
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0631Resource planning, allocation, distributing or scheduling for enterprises or organisations
    • G06Q10/06311Scheduling, planning or task assignment for a person or group
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/10Services
    • G06Q50/26Government or public services

Abstract

The application discloses a method and a device for determining an emergency scheme of a road accident and a storage medium, and belongs to the technical field of computers. The method comprises the following steps: receiving an accident reporting message, wherein the accident reporting message is used for indicating that a road accident happens currently; acquiring accident information of a road accident from the accident reporting message; determining the accident grade of the road accident according to the accident information; and determining an emergency scheme aiming at the road accident according to the accident type and the accident grade of the road accident, wherein the accident type of the road accident is one accident variable in a plurality of accident variables included in the accident information. According to the method and the device, when the accident reporting message is received, the accident information of the road accident is obtained from the accident reporting message, and the emergency scheme aiming at the road accident is determined according to the accident grade of the accident information. Because the emergency scheme of the road accident can be directly determined according to the accident grade, the time for formulating the emergency scheme is shortened, and the efficiency for processing the road accident is improved.

Description

Method and device for determining emergency scheme of road accident and storage medium
Technical Field
The application relates to the technical field of computers, in particular to a method and a device for determining an emergency scheme of a road accident and a storage medium.
Background
With the development of road services, various road accidents, such as traffic accidents, debris flow accidents, freezing rain and snow and other disasters, emerge endlessly. These road accidents pose great threats to the life, life and property of people, so that after various road accidents occur, in order to reduce economic loss, prevent disaster from expanding and prevent secondary accidents, an emergency scheme needs to be made for the road accidents.
At present, emergency schemes of various road accidents and emergency schemes of various road accidents which can be checked by people in a terminal are stored in the terminal in advance, and are related after the road accidents occur, so that an emergency scheme suitable for the currently occurring road accidents is found and implemented.
However, because there are many emergency schemes for various road accidents in the terminal, when an accident is urgent, the manual search may result in that the emergency scheme is not obtained timely. And because the emergency scheme obtained by artificial searching has subjectivity, the searched emergency scheme is probably not suitable for dealing with the current road accident, thereby reducing the efficiency of road accident treatment.
Disclosure of Invention
The application provides a method and a device for determining an emergency scheme of a road accident and a storage medium, which can solve the problems of untimely road accident treatment and low efficiency in the related technology. The technical scheme is as follows:
in one aspect, a method for determining an emergency plan of a road accident is provided, the method comprising:
receiving an accident reporting message, wherein the accident reporting message is used for indicating that a road accident happens currently;
acquiring accident information of the road accident from the accident reporting message;
determining the accident grade of the road accident according to the accident information;
and determining an emergency scheme aiming at the road accident according to the accident type and the accident grade of the road accident, wherein the accident type of the road accident is one accident variable of a plurality of accident variables included in the accident information.
In some embodiments, the acquiring the accident information of the road accident from the accident reporting message includes:
when the accident reporting message is a voice message, converting the voice message into a text message;
and processing the text message according to a preset standard mode to obtain the accident information.
In some embodiments, the determining an accident level of the road accident according to the accident information includes:
determining a relative weight value of each accident variable in a plurality of accident variables included in the accident information;
determining the score value of each accident variable in the accident variables according to a preset assignment rule;
determining an accident value of the road accident according to the relative weight value of each accident variable and the score value of each accident variable;
and determining the accident grade corresponding to the accident numerical value from the corresponding relation between the numerical value and the grade.
In some embodiments, the determining a relative weight value for each of a plurality of incident variables included in the incident information includes:
for a target accident variable in the accident variables, acquiring a weight value of the target accident variable from a stored accident weight record, wherein the target accident variable is any accident variable in the accident variables;
and dividing the weighted value of the target accident variable by the sum of the weighted values of the accident variables to obtain the relative weighted value of the target accident variable.
In some embodiments, the determining an emergency plan for the road accident according to the accident type and the accident grade of the road accident includes:
determining multiple groups of emergency personnel information and multiple groups of emergency measure information aiming at the road accident according to the accident type and the accident grade;
determining target emergency personnel information from the multiple groups of emergency personnel information according to the accident information, wherein the target emergency personnel information is one group of emergency personnel information with the highest matching degree with the accident information in the multiple groups of emergency personnel information;
determining target emergency measure information from the multiple groups of emergency measure information according to the target emergency personnel information, wherein the target emergency measure information is one group of emergency measure information which is matched with the target emergency personnel information to the highest degree in the multiple groups of emergency measure information;
and determining the target emergency personnel information and the target emergency measure information as an emergency scheme aiming at the road accident.
In some embodiments, the determining target emergency personnel information from the plurality of sets of emergency personnel information based on the incident information includes:
determining information similarity between the accident information and each group of emergency personnel information in the multiple groups of emergency personnel information to obtain multiple first information similarities;
and determining a group of emergency personnel information corresponding to the maximum similarity in the plurality of first information similarities as the target emergency personnel information.
In some embodiments, the determining the information similarity between the accident information and each of the plurality of sets of emergency personnel information to obtain a plurality of first information similarities includes:
for a first group of emergency personnel information in the multiple groups of emergency personnel information, and for each personnel variable in multiple personnel variables included in the first group of emergency personnel information, counting the number of the same fields between a target accident variable included in the accident information and each personnel variable to obtain multiple first same fields, wherein the first group of emergency personnel information is any one group of emergency personnel information in the multiple groups of emergency personnel information, and the target accident variable is any one accident variable in the multiple accident variables included in the accident information;
multiplying the number of the first same fields by corresponding first logic relation values respectively to obtain a plurality of first field similarities, wherein the first logic relation values are used for describing logic relations between the target accident variables and the personnel variables;
determining the maximum field similarity corresponding to the target accident variable from the plurality of first field similarities;
and adding the maximum field similarity corresponding to each accident variable to obtain a first information similarity between the accident information and the first group of emergency personnel information.
In some embodiments, the determining target emergency action information from the plurality of sets of emergency action information based on the target emergency personnel information includes:
determining information similarity between the target emergency personnel information and each group of emergency measure information in the multiple groups of emergency measure information to obtain multiple second information similarities;
and determining a group of emergency measure information corresponding to the maximum similarity in the second information similarities as the target emergency measure information.
In some embodiments, the determining the information similarity between the target emergency personnel information and each of the plurality of sets of emergency action information to obtain a plurality of second information similarities includes:
for a first group of emergency measure information in the multiple groups of emergency measure information, and for each measure variable in multiple measure variables included in the first group of emergency measure information, counting the number of the same fields between a target personnel variable included in the target emergency personnel information and each measure variable to obtain a plurality of second same fields, wherein the first group of emergency measure information is any one group of emergency personnel information in the multiple groups of emergency measure information, and the target personnel variable is any one personnel variable in the multiple personnel variables included in the target emergency personnel information;
multiplying the number of the second same fields by corresponding second logical relation values respectively to obtain a plurality of second field similarities, wherein the second logical relation values are used for describing the logical relation between the target person variable and the measure variables;
determining the maximum field similarity corresponding to the target person variable from the second field similarities;
and adding the maximum field similarity corresponding to each personnel variable to obtain a second information similarity between the target emergency personnel information and the first group of emergency measure information.
In another aspect, there is provided an emergency scenario determination apparatus for a road accident, the apparatus including:
the system comprises a receiving module, a judging module and a reporting module, wherein the receiving module is used for receiving an accident reporting message, and the accident reporting message is used for indicating that a road accident happens currently;
the acquisition module is used for acquiring accident information of the road accident from the accident reporting message;
the first determining module is used for determining the accident grade of the road accident according to the accident information;
and the second determining module is used for determining an emergency scheme aiming at the road accident according to the accident type and the accident grade of the road accident, wherein the accident type of the road accident is one accident variable in a plurality of accident variables included in the accident information.
In some embodiments, the obtaining module comprises:
the conversion sub-module is used for converting the voice message into a text message when the accident reporting message is a voice message;
and the processing submodule is used for processing the text message according to a preset standardized mode to obtain the accident information.
In some embodiments, the first determining module comprises:
a first determining submodule, configured to determine a relative weight value of each accident variable in a plurality of accident variables included in the accident information;
the second determining submodule is used for determining the score value of each accident variable in the accident variables according to a preset assignment rule;
the third determining submodule is used for determining the accident numerical value of the road accident according to the relative weight value of each accident variable and the score value of each accident variable;
and the fourth determining submodule is used for determining the accident grade corresponding to the accident numerical value from the corresponding relation between the numerical value and the grade.
In some embodiments, the first determination submodule is to:
for a target accident variable in the accident variables, acquiring a weight value of the target accident variable from a stored accident weight record, wherein the target accident variable is any accident variable in the accident variables;
and dividing the weighted value of the target accident variable by the sum of the weighted values of the accident variables to obtain the relative weighted value of the target accident variable.
In some embodiments, the second determining module comprises:
the fifth determining submodule is used for determining multiple groups of emergency personnel information and multiple groups of emergency measure information aiming at the road accident according to the accident type and the accident grade;
a sixth determining submodule, configured to determine, according to the accident information, target emergency personnel information from the multiple groups of emergency personnel information, where the target emergency personnel information is one group of emergency personnel information that has a highest matching degree with the accident information among the multiple groups of emergency personnel information;
a seventh determining sub-module, configured to determine, according to the target emergency personnel information, target emergency measure information from the multiple sets of emergency measure information, where the target emergency measure information is a set of emergency measure information that has a highest matching degree with the target emergency personnel information in the multiple sets of emergency measure information;
and the eighth determining submodule is used for determining the target emergency personnel information and the target emergency measure information as an emergency scheme aiming at the road accident.
In some embodiments, the sixth determination submodule is to:
determining information similarity between the accident information and each group of emergency personnel information in the multiple groups of emergency personnel information to obtain multiple first information similarities;
and determining a group of emergency personnel information corresponding to the maximum similarity in the plurality of first information similarities as the target emergency personnel information.
In some embodiments, the sixth determination submodule is further configured to:
for a first group of emergency personnel information in the multiple groups of emergency personnel information, and for each personnel variable in multiple personnel variables included in the first group of emergency personnel information, counting the number of the same fields between a target accident variable included in the accident information and each personnel variable to obtain multiple first same fields, wherein the first group of emergency personnel information is any one group of emergency personnel information in the multiple groups of emergency personnel information, and the target accident variable is any one accident variable in the multiple accident variables included in the accident information;
multiplying the number of the first same fields by corresponding first logic relation values respectively to obtain a plurality of first field similarities, wherein the first logic relation values are used for describing logic relations between the target accident variables and the personnel variables;
determining the maximum field similarity corresponding to the target accident variable from the plurality of first field similarities;
and adding the maximum field similarity corresponding to each accident variable to obtain a first information similarity between the accident information and the first group of emergency personnel information.
In some embodiments, the seventh determination submodule is to:
determining information similarity between the target emergency personnel information and each group of emergency measure information in the multiple groups of emergency measure information to obtain multiple second information similarities;
and determining a group of emergency measure information corresponding to the maximum similarity in the second information similarities as the target emergency measure information.
In some embodiments, the seventh determination sub-module is further to:
for a first group of emergency measure information in the multiple groups of emergency measure information, and for each measure variable in multiple measure variables included in the first group of emergency measure information, counting the number of the same fields between a target personnel variable included in the target emergency personnel information and each measure variable to obtain a plurality of second same fields, wherein the first group of emergency measure information is any one group of emergency personnel information in the multiple groups of emergency measure information, and the target personnel variable is any one personnel variable in the multiple personnel variables included in the target emergency personnel information;
multiplying the number of the second same fields by corresponding second logical relation values respectively to obtain a plurality of second field similarities, wherein the second logical relation values are used for describing the logical relation between the target person variable and the measure variables;
determining the maximum field similarity corresponding to the target person variable from the second field similarities;
and adding the maximum field similarity corresponding to each personnel variable to obtain a second information similarity between the target emergency personnel information and the first group of emergency measure information.
In another aspect, an emergency treatment device is provided, the computer device includes a memory for storing a computer program and a processor for executing the computer program stored in the memory to implement the steps of the emergency plan determination method for road accidents described above.
In another aspect, a computer-readable storage medium is provided, in which a computer program is stored, which, when being executed by a processor, carries out the steps of the above-mentioned emergency scenario determination method for a road accident.
In another aspect, a computer program product is provided comprising instructions which, when run on a computer, cause the computer to perform the steps of the method for determining an emergency scenario for a road accident as described above.
The technical scheme provided by the application can at least bring the following beneficial effects:
according to the method and the device, when the accident reporting message is received, the accident information of the road accident is obtained from the accident reporting message, and the emergency scheme aiming at the road accident is determined according to the accident grade of the accident information. Because the emergency scheme of the road accident can be directly determined according to the accident grade, the emergency scheme of various road accidents does not need to be checked manually, and the emergency scheme for processing the road accident is selected subjectively, so that the time for making the emergency scheme is shortened, the obtained emergency scheme is more targeted, and the efficiency for processing the road accident is improved.
Drawings
In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings needed to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the following description are only some embodiments of the present application, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
Fig. 1 is a schematic diagram of an architecture of a system for determining an emergency scenario of a road accident according to an embodiment of the present application;
fig. 2 is a flowchart of an emergency scenario determination method for a road accident according to an embodiment of the present application;
FIG. 3 is a flow chart of another emergency scenario determination method for road accidents according to an embodiment of the present application;
fig. 4 is a schematic structural diagram of an emergency scenario determination device for a road accident according to an embodiment of the present application;
fig. 5 is a schematic structural diagram of an acquisition module according to an embodiment of the present disclosure;
fig. 6 is a schematic structural diagram of a first determining module provided in an embodiment of the present application;
FIG. 7 is a schematic structural diagram of a second determining module provided in an embodiment of the present application;
fig. 8 is a schematic structural diagram of an emergency disposal device provided in an embodiment of the present application;
fig. 9 is a schematic structural diagram of another emergency disposal device provided in an embodiment of the present application.
Detailed Description
To make the objects, technical solutions and advantages of the present application more clear, embodiments of the present application will be described in further detail below with reference to the accompanying drawings.
Before explaining the method for determining the emergency plan of the road accident in detail, an application scenario and a system architecture provided by the embodiment of the present application are introduced.
First, an application scenario related to the embodiment of the present application is described.
With the development of road industry, disastrous accidents such as traffic accidents, debris flow accidents, freezing rain and snow and the like frequently occur. After the road accidents occur, in order to reduce economic loss, prevent disaster expansion and prevent secondary accidents, although related personnel can check emergency schemes of various road accidents in a paper file of a terminal meeting, an emergency scheme suitable for the currently occurring road accidents is found and implemented. However, because there are many emergency schemes for various road accidents in the terminal, there may be no time for manually searching when an accident is urgent, and the searched emergency scheme may not be suitable for dealing with the currently occurring road accident, thereby reducing the efficiency of road accident handling.
Based on the application scene, the embodiment of the application provides a road accident emergency scheme determining method for improving road accident handling efficiency.
Next, a system architecture according to an embodiment of the present application will be described.
Fig. 1 is a schematic diagram of a system for determining an emergency plan of a road accident, which is provided in an embodiment of the present application, and referring to fig. 1, the system includes an accident information reporting system 1, a plan library management subsystem 2, an emergency disposition implementation subsystem 3, and a basic database 4, where the basic database 4 may be connected to the accident information reporting system 1, the plan library management subsystem 2, and the emergency disposition implementation subsystem 3, respectively, the accident information reporting system 1 may be connected to the plan library management subsystem 2, and the plan library management subsystem 2 may be connected to the emergency disposition implementation subsystem 3. The accident information reporting system 1 can be used for receiving accident reporting information; the scheme management subsystem 2 can be used for acquiring accident information of a road accident from an accident report message, determining an accident grade of the road accident according to the accident information, and determining an emergency scheme aiming at the road accident according to the accident type and the accident grade of the road accident; the emergency treatment implementation subsystem 3 may include an emergency terminal or the like for displaying an emergency plan; the basic database 4 can be used for storing data which temporarily and permanently exist in the operation process of the accident information reporting system 1, the scheme library management subsystem 2 and the emergency handling implementation subsystem 3.
As an example, the solution library management subsystem 2 may include a road accident level analysis module, an emergency personnel management module, an emergency measures management module, and the like.
It should be understood by those skilled in the art that the foregoing system architecture is merely exemplary, and that other modules or systems, which may be present or later become known, may be included within the scope of the present application and are hereby incorporated by reference.
The emergency plan determination method for a road accident according to the embodiment of the present application will be explained in detail with reference to the accompanying drawings.
Fig. 2 is a flowchart of an emergency scenario determination method for a road accident, which is applied to an emergency disposal device according to an embodiment of the present application. Referring to fig. 2, the method includes the following steps.
Step 201: and receiving an accident reporting message, wherein the accident reporting message is used for indicating that a road accident happens currently.
Step 202: and acquiring accident information of the road accident from the accident reporting message.
Step 203: and determining the accident grade of the road accident according to the accident information.
Step 204: and determining an emergency scheme aiming at the road accident according to the accident type and the accident grade of the road accident, wherein the accident type of the road accident is one accident variable in a plurality of accident variables included in the accident information.
According to the method and the device, when the accident reporting message is received, the accident information of the road accident is obtained from the accident reporting message, and the emergency scheme aiming at the road accident is determined according to the accident grade of the accident information. Because the emergency scheme of the road accident can be directly determined according to the accident grade, the emergency scheme of various road accidents does not need to be checked manually, and the emergency scheme for processing the road accident is selected subjectively, so that the time for making the emergency scheme is shortened, the obtained emergency scheme is more targeted, and the efficiency for processing the road accident is improved.
In some embodiments, the acquiring the accident information of the road accident from the accident reporting message includes:
when the accident reporting message is a voice message, converting the voice message into a text message;
and processing the text message according to a preset standardized mode to obtain the accident information.
In some embodiments, determining an accident rating for the road accident based on the accident information includes:
determining a relative weight value of each accident variable in a plurality of accident variables included in the accident information;
determining the score value of each accident variable in the accident variables according to a preset assignment rule;
determining an accident value of the road accident according to the relative weight value of each accident variable and the score value of each accident variable;
and determining the accident grade corresponding to the accident numerical value from the corresponding relation between the numerical value and the grade.
In some embodiments, determining a relative weight value for each of a plurality of incident variables included in the incident information includes:
for a target accident variable in the accident variables, acquiring a weight value of the target accident variable from a stored accident weight record, wherein the target accident variable is any accident variable in the accident variables;
and dividing the weighted value of the target accident variable by the sum of the weighted values of the accident variables to obtain the relative weighted value of the target accident variable.
In some embodiments, determining an emergency scenario for the road accident according to the accident type and the accident grade of the road accident comprises:
determining multiple groups of emergency personnel information and multiple groups of emergency measure information aiming at the road accident according to the accident type and the accident grade;
determining target emergency personnel information from the multiple groups of emergency personnel information according to the accident information, wherein the target emergency personnel information is one group of emergency personnel information with the highest matching degree with the accident information in the multiple groups of emergency personnel information;
determining target emergency measure information from the multiple groups of emergency measure information according to the target emergency personnel information, wherein the target emergency measure information is one group of emergency measure information which is matched with the target emergency personnel information to the highest degree in the multiple groups of emergency measure information;
and determining the target emergency personnel information and the target emergency measure information as an emergency scheme aiming at the road accident.
In some embodiments, determining target emergency personnel information from the plurality of sets of emergency personnel information based on the incident information includes:
determining information similarity between the accident information and each group of emergency personnel information in the multiple groups of emergency personnel information to obtain multiple first information similarities;
and determining a group of emergency personnel information corresponding to the maximum similarity in the plurality of first information similarities as the target emergency personnel information.
In some embodiments, determining the information similarity between the accident information and each of the plurality of sets of emergency personnel information to obtain a plurality of first information similarities includes:
for a first group of emergency personnel information in the multiple groups of emergency personnel information, and for each personnel variable in multiple personnel variables included in the first group of emergency personnel information, counting the number of the same fields between a target accident variable included in the accident information and each personnel variable to obtain multiple first same fields, wherein the first group of emergency personnel information is any one group of emergency personnel information in the multiple groups of emergency personnel information, and the target accident variable is any one accident variable in the multiple accident variables included in the accident information;
multiplying the number of the first same fields by corresponding first logic relation values respectively to obtain a plurality of first field similarities, wherein the first logic relation values are used for describing the logic relation between the target accident variable and the personnel variables;
determining the maximum field similarity corresponding to the target accident variable from the plurality of first field similarities;
and adding the maximum field similarity corresponding to each accident variable to obtain the first information similarity between the accident information and the first group of emergency personnel information.
In some embodiments, determining target emergency action information from the plurality of sets of emergency action information based on the target emergency personnel information includes:
determining information similarity between the target emergency personnel information and each group of emergency measure information in the multiple groups of emergency measure information to obtain multiple second information similarities;
and determining a group of emergency measure information corresponding to the maximum similarity in the second information similarities as the target emergency measure information.
In some embodiments, determining the information similarity between the target emergency personnel information and each of the plurality of sets of emergency action information to obtain a plurality of second information similarities includes:
for a first group of emergency measure information in the multiple groups of emergency measure information, and for each measure variable in multiple measure variables included in the first group of emergency measure information, counting the number of the same fields between a target personnel variable included in the target emergency personnel information and each measure variable to obtain a plurality of second same fields, wherein the first group of emergency measure information is any one group of emergency personnel information in the multiple groups of emergency measure information, and the target personnel variable is any one personnel variable in the multiple personnel variables included in the target emergency personnel information;
multiplying the number of the second same fields by corresponding second logical relation values respectively to obtain a plurality of second field similarities, wherein the second logical relation values are used for describing the logical relation between the target person variable and the measure variables;
determining the maximum field similarity corresponding to the target person variable from the second field similarities;
and adding the maximum field similarity corresponding to each personnel variable to obtain the second information similarity between the target emergency personnel information and the first group of emergency measure information.
All the above optional technical solutions can be combined arbitrarily to form an optional embodiment of the present application, and the present application embodiment is not described in detail again.
Fig. 3 is a flowchart of a method for determining an emergency scenario of a road accident according to an embodiment of the present application, and referring to fig. 3, the method includes the following steps.
Step 301: and the emergency handling equipment receives an accident reporting message, wherein the accident reporting message is used for indicating that a road accident happens currently.
With the development of road career, various road accidents such as traffic accidents, debris flow accidents and the like occur in a large number, and road congestion, casualties and the like are generally caused after the road accidents occur. Therefore, in order to dredge the road as soon as possible, treat the injured people in time and effectively prevent secondary accidents, after an accident occurs on the road, related people usually report the current road accident situation, for example, people with a great heart, people involved in the road accident, and the like can explain the road accident situation by dialing an emergency call to an emergency disposal center, or leaving a message in an alarm interface of an official network of the emergency center to alarm, and the like. The emergency treatment equipment of the emergency treatment center can access the dialed emergency telephone in real time to receive the accident reporting message, or the emergency treatment equipment can receive and acquire the message in the official network of the emergency center in real time to receive the accident reporting message.
The message reported by the emergency telephone can be a voice message, and the message reported by the official network of the emergency center can be a voice message, a text message, a video message and the like. Therefore, the accident reporting message may be at least one of a voice message, a text message, and a video message.
It should be noted that the accident report message at least may include accident information such as an accident occurrence location, an accident occurrence time, an accident type, an accident loss condition, and accident consequence information.
As an example, in order to speed up the processing of the road accident, when receiving the accident report message, the emergency treatment device may also forward the accident report message to the relevant departments such as the transportation department, the road administration department, the emergency center, and the like. That is, the emergency handling device may be in communication connection with the alarm device of the relevant department, and when receiving the accident report message, the emergency handling device may forward the accident report message to the alarm device of the relevant department.
It should be noted that, in order to speed up the positioning of the road accident occurrence location, a map input interface may be set in the emergency center official website interface, and a person reporting the accident may report the location of the road accident occurrence location through the map input interface.
Step 302: and the emergency handling equipment acquires accident information of the road accident from the accident reporting message.
Because the accident reporting message is used for indicating that a road accident occurs currently, the emergency handling equipment can acquire the accident information of the road accident from the accident reporting message.
As can be seen from the above, the accident report message acquired by the emergency handling equipment may be at least one of a voice message, a text message, and a video message, and for different message forms, the emergency handling equipment acquires the accident information of the road accident from the accident report message in different manners.
As an example, the operation of the emergency treatment device obtaining the accident information of the road accident from the accident report message may be: when the accident reporting message is a voice message, converting the voice message into a text message; and processing the text message according to a preset standard mode to obtain accident information.
In order to quickly acquire accident information related to a road accident, the emergency treatment equipment generally needs to perform standardized processing on an accident reporting message, and when the accident reporting message is a voice message, the voice message is converted into a text message, and then the text message is processed according to a preset standardized mode; and when the accident reporting message is a text message, directly processing the text message according to a preset standardized mode.
As an example, the manner in which the emergency treatment device processes the text message in a preset standardized manner may be: the method comprises the steps of performing word segmentation processing on a text message to obtain a plurality of characters included by the text message, comparing the characters with characters in a preset standard format, and filling the characters into the preset standard format when the characters are consistent with the character type or the content of a preset standard template so as to realize the standardized processing of the text message.
Therefore, in order to increase the speed of acquiring the accident information of the road accident, the alarm interface in the emergency center official network can be set according to a preset standard format; when reporting the accident information, the personnel reporting the information fills in the left messages such as the accident information according to the preset standard format, so that the emergency disposal equipment can directly acquire the accident information conforming to the preset standard format.
As an example, the preset standard format may be set in advance according to requirements, for example, the preset standard format may be: the accident occurrence time (X days X time X minutes), the accident occurrence place (pile number: ascending/descending), the accident type (traffic accident \ fire accident \ congestion \ slope collapse), the alarm (name AA), the accident loss condition (casualty \ vehicle damage \ infrastructure damage), and the accident consequence information (road section blocking \ congestion).
In some embodiments, to improve the accuracy of the accident information, responsive reconciliation personnel may also be matched to the emergency treatment device to reconcile the accident information.
Step 303: and the emergency disposal equipment determines the accident grade of the road accident according to the accident information.
Because different road accidents have different influences, some road accidents are serious, some road accidents are slight, the processing modes are different aiming at the road accidents with different degrees, and the determined emergency schemes are different, so that the emergency disposal equipment can determine the accident grade of the road accident according to the accident information in order to avoid the waste of emergency resources and the insufficiency of emergency resources, and the accident grade can describe the severity of the road accident.
As an example, the emergency treatment device may determine the accident level of the road accident according to the accident information by: determining a relative weight value of each accident variable in a plurality of accident variables included in the accident information; determining a score value of each accident variable in a plurality of accident variables according to a preset assignment rule; determining an accident numerical value of the road accident according to the relative weight value of each accident variable and the score value of each accident variable; and determining the accident grade corresponding to the accident numerical value from the corresponding relation between the numerical value and the grade.
Because the accident information may include a plurality of accident variables, and different accident variables have different influences on the road accident, so that different accident variables have different relative weight values and different score values, the emergency handling device needs to determine the relative weight value of each accident variable, and determine the score value of each accident variable according to a preset assignment rule.
As an example, the operation of the emergency treatment device to determine the relative weight value of each of the plurality of accident variables included in the accident information may be: for a target accident variable in the accident variables, acquiring a weight value of the target accident variable from a stored accident weight record, wherein the target accident variable is any accident variable in the accident variables; and dividing the weighted value of the target accident variable by the sum of the weighted values of the accident variables to obtain the relative weighted value of the target accident variable. That is, after obtaining the weight value of the target accident variable, the emergency treatment device may determine the relative weight value of the target accident variable according to the following first formula.
Figure BDA0002467257590000141
In the first formula (1), I isRelative weight value jIs the relative weight value of the target accident variable j, IWeight value jIs the weighted value of the target accident variable j, n is the total amount of the accident variables, IWeight value iThe weight value of the ith accident variable in the plurality of accident variables. The sum of the relative weight values of the plurality of accident variables is 1.
It should be noted that the accident weight record may be stored in the basic database in advance, and the accident weight record is used for the weight values corresponding to different accident variables.
As an example, the basic database may record and store the temporary and long-term data of the accident information reporting system, the scheme library management subsystem and the emergency treatment implementation subsystem shown in fig. 1 during the operation process. The data can be called by the accident information receiving and reporting system, the scheme library management subsystem and the emergency disposal implementation subsystem according to respective structures and algorithms, and can have the functions of storing, deleting and updating the data. In addition, the base data may include a plurality of sub-databases, such as, for example, the base database may include an accident rules sub-database, an emergency treatment personnel sub-database, an emergency measures sub-database, an intelligent matching algorithm sub-database, and so forth. For example, the incident weight records and assignment rules described above may be stored in an incident rule sub-repository.
In some embodiments, for a reference accident variable in the accident weight record, the emergency treatment device may record an expert score for the reference accident variable, divide the expert score for the reference accident variable by the sum of the expert scores of all accident variables to obtain a weight value for the reference accident variable, and record the weight value for the reference accident variable in the accident weight record, where the reference accident variable is any one of all accident variables.
It should be noted that the preset assignment rule may be set in advance according to a requirement, for example, the preset assignment rule may be configured to sort the plurality of accident variables according to a specified sorting order, and assign the plurality of accident variables from N to 1 according to the sorting result, where N is the same as the number of the accident variables. For example, when the designated sequence is an accident type, an accident occurrence location, a vehicle damage, an infrastructure damage, a casualty, a road section congestion, and an accident occurrence time, and the plurality of accident variables include the accident type, the accident occurrence location, the vehicle damage, the infrastructure damage, the casualty, and the road section congestion, the plurality of accident variables are sorted according to the designated sequence, and since the number of the plurality of accident variables is 6, the score value of the accident type may be 6, the score value of the accident occurrence location may be 5, the score value of the vehicle damage may be 4, the score value of the infrastructure damage may be 3, the score value of the casualty may be 2, and the score value of the road section congestion may be 1.
In some embodiments, the emergency treatment device may also determine the score value of each of the plurality of accident variables by other means, for example, all accident variable score values may be set in advance and stored in the score list. After acquiring the plurality of accident variables included in the accident information of the current road accident, a score value corresponding to each accident variable of the plurality of accident variables may be acquired from the score list, and the score value corresponding to each accident variable may be between 1 and 10.
As an example, the operation of the emergency treatment device determining the accident value of the road accident according to the relative weight value of each accident variable and the score value of each accident variable may be: and multiplying the relative weight value of each accident variable in the accident variables by the score value, and summing to obtain the accident value of the road accident.
In some embodiments, the emergency handling device may further determine the accident value of the road accident in other manners according to the relative weight value of each accident variable and the score value of each accident variable, for example, the emergency handling device may further determine the accident value of the road accident through a corresponding fuzzy relation equation according to the relative weight value of each accident variable and the score value of each accident variable. The fuzzy relation equation is determined from a stored equation list through accident information of road accidents.
For example, when the plurality of accident variables include an accident type, an accident occurrence location, vehicle damage, infrastructure damage, casualties, and road congestion, the emergency treatment device may determine an accident value of the road accident by the following second formula (fuzzy relation equation) according to the relative weight value of each accident variable and the score value of each accident variable.
PAccident=IType (B)*PType (B)*ILocation of a site*PLocation of a site*(IVehicle damage*PVehicle damage+IInfrastructure damage*PInfrastructure damage+ICasualty*PCasualty)*ITraffic jam*PTraffic jam(2)
In the second formula (2), P isAccidentAccident values for road accidents, IType (B)Relative weight value, P, for accident typeType (B)Score value for accident type, ILocation of a siteRelative weight value, P, of accident siteLocation of a siteAs a point value of the place of the accident, IVehicle damageIs a relative weight value of vehicle damage, PVehicle damageAs a score value of vehicle damage, IInfrastructure damageIs the relative weight of infrastructure damage, PInfrastructure damageIs a fractional value of infrastructure damage, ICasualtyTo hurt peopleRelative weight of death, PCasualtyIs a score of casualties, ITraffic jamRelative weight value, P, for traffic congestionTraffic jamIs a fractional value of traffic congestion.
In some embodiments, the emergency treatment device may previously set a correspondence between the numerical value and the grade, so that after determining the accident numerical value of the road accident, the accident grade corresponding to the accident numerical value may be determined from the correspondence between the numerical value and the grade.
For example, when the accident value determined by the emergency disposal facility is 5, the accident level corresponding to the accident value 5 may be determined as one level from the correspondence between the values and the levels shown in table 1 below.
TABLE 1
Numerical value Grade
Greater than or equal to 5 First stage
Less than 5 and not less than 3 Second stage
Less than 3 and not less than 1 Three-stage
Less than 1 Four stages
The correspondence between the numerical values and the levels shown in table 1 is an example provided in the embodiments of the present application, and is not limited to the embodiments of the present application.
Step 304: the emergency treatment equipment determines an emergency scheme aiming at the road accident according to the accident type and the accident grade of the road accident, wherein the accident type of the road accident is one accident variable in a plurality of accident variables included in the accident information.
In order to improve the efficiency of processing road accidents, different emergency schemes can be adopted for different road accidents. Therefore, the emergency treatment device can determine an emergency scheme for the road accident according to the accident type and the accident grade of the road accident.
As an example, the emergency treatment device may determine the emergency plan for the road accident according to the accident type and the accident grade of the road accident by: determining multiple groups of emergency personnel information and multiple groups of emergency measure information aiming at the road accident according to the accident type and the accident grade; determining target emergency personnel information from multiple groups of emergency personnel information according to the accident information, wherein the target emergency personnel information is one group of emergency personnel information with the highest matching degree with the accident information in the multiple groups of emergency personnel information; determining target emergency measure information from multiple groups of emergency measure information according to the target emergency personnel information, wherein the target emergency measure information is one group of emergency measure information with the highest matching degree with the target emergency personnel information in the multiple groups of emergency measure information; and determining the target emergency personnel information and the target emergency measure information as an emergency scheme aiming at the road accident.
Because multiple sets of emergency schemes may exist for the road accident information of the same type and the same level, the emergency disposal equipment can acquire multiple sets of emergency personnel information and multiple sets of emergency measure information for the road accident according to the accident type and the accident level.
In addition, because one group of emergency personnel is most suitable for processing the current road accident in the multiple groups of emergency personnel information and the multiple groups of emergency measure information aiming at the road accident, and the group of emergency personnel can adopt one group of most suitable emergency measures to process the current road accident, the emergency handling equipment can determine the target emergency personnel information from the multiple groups of emergency personnel information according to the accident information and determine the target emergency measure information from the multiple groups of emergency measure information according to the target emergency personnel information.
It should be noted that, multiple sets of emergency personnel information and multiple sets of emergency measure information may be stored in the basic database, and as can be seen from the above description, the basic database may include multiple sub-databases, so that the multiple sets of emergency personnel information may be stored in the emergency treatment personnel sub-database, and the multiple sets of emergency measure information may be stored in the emergency measure sub-database.
As an example, the operation of the emergency disposal device determining the target emergency personnel information from the plurality of sets of emergency personnel information according to the accident information may be: determining information similarity between the accident information and each group of emergency personnel information in the multiple groups of emergency personnel information to obtain multiple first information similarities; and determining a group of emergency personnel information corresponding to the maximum similarity in the plurality of first information similarities as the target emergency personnel information.
When the first information similarity between the accident information and the group of emergency personnel information is the maximum among the plurality of first information similarities, the group of emergency personnel information is indicated to be most matched with the accident information, and therefore, the group of emergency personnel information corresponding to the maximum similarity among the plurality of first information similarities can be determined as the target emergency personnel information.
Similarly, the operation of determining the target emergency measure information from the multiple sets of emergency measure information by the emergency disposal device according to the target emergency personnel information may be: determining information similarity between the target emergency personnel information and each group of emergency measure information in the multiple groups of emergency measure information to obtain multiple second information similarities; and determining a group of emergency measure information corresponding to the maximum similarity in the second information similarities as the target emergency measure information.
In some embodiments, the emergency disposal device determines information similarity between the accident information and each of the plurality of sets of emergency personnel information, and the operation of obtaining the plurality of first information similarities may be: for a first group of emergency personnel information in the multiple groups of emergency personnel information and for each personnel variable in the multiple personnel variables included in the first group of emergency personnel information, counting the number of the same fields between a target accident variable and each personnel variable included in the accident information to obtain the number of the multiple first same fields, wherein the first group of emergency personnel information is any one group of emergency personnel information in the multiple groups of emergency personnel information, and the target accident variable is any one accident variable in the multiple accident variables included in the accident information; multiplying the number of the first same fields by corresponding first logic relation values respectively to obtain a plurality of first field similarities, wherein the first logic relation values are used for describing logic relations between the target accident variable and the personnel variables; determining the maximum field similarity corresponding to the target accident variable from the multiple first field similarities; and adding the maximum field similarity corresponding to each accident variable to obtain the first information similarity between the accident information and the first group of emergency personnel information.
It should be noted that the plurality of personnel variables may include at least a type of emergency personnel, a role of the emergency personnel, a contact address of the emergency personnel, a direction of implementation of disposal that the emergency personnel is skilled, an emergency personnel execution hierarchy (a level of accident that the emergency personnel can execute), and so on. The emergency personnel types may include at least emergency commander personnel, information receiver personnel, field alarm personnel, field rescue personnel, information publisher personnel, and the like. The plurality of measure variables may include at least accident attributes, accommodations of accident scope with other plans, emergency organizations (including personnel, responsibilities, contact details), emergency response levels, accident-to-emergency response relationships, response countermeasures, and the like.
It should be further noted that the first logical relationship value between any two variables may be set in advance according to requirements, and the first logical relationship value is 1 or 0, that is, when there is a logical relationship between two variables, the first logical relationship value between two variables is 1, and when there is no logical relationship between two variables, the first logical relationship value between two variables is 0.
Similarly, the emergency disposal device determines the information similarity between the target emergency personnel information and each group of emergency measure information in the multiple groups of emergency measure information, and the operation of obtaining the multiple second information similarities may be: for a first group of emergency measure information in the multiple groups of emergency measure information, and for each measure variable in the multiple measure variables included in the first group of emergency measure information, counting the number of the same fields between a target personnel variable included in the target emergency personnel information and each measure variable to obtain a plurality of second same fields, wherein the first group of emergency measure information is any one group of emergency personnel information in the multiple groups of emergency measure information, and the target personnel variable is any one personnel variable in the multiple personnel variables included in the target emergency personnel information; multiplying the number of the second same fields by corresponding second logical relation values respectively to obtain a plurality of second field similarities, wherein the second logical relation values are used for describing the logical relation between the target personnel variables and the measure variables; determining the maximum field similarity corresponding to the target person variable from the second field similarities; and adding the maximum field similarity corresponding to each personnel variable to obtain a second information similarity between the target emergency personnel information and the first group of emergency measure information.
In some embodiments, the emergency treatment device may determine target emergency personnel information from the plurality of sets of emergency personnel information based on the accident information and determine target emergency action information from the plurality of sets of emergency action information based on the target emergency personnel information. The target emergency measure information can also be determined from the multiple groups of emergency incident information according to the accident information, and then the target emergency personnel information can be determined from the multiple groups of emergency personnel information according to the target emergency incident information.
It should be noted that, the emergency handling device determines the target emergency measure information from the multiple sets of emergency event information according to the accident information, and then determines the target emergency personnel information from the multiple sets of emergency personnel information according to the target emergency event information by referring to the operation of determining the target emergency personnel information from the multiple sets of emergency personnel information according to the accident information by the emergency handling device, and determines the operation of determining the target emergency measure information from the multiple sets of emergency measure information according to the target emergency personnel information, which is not described in detail herein.
In some embodiments, the emergency handling device may determine the emergency plan for the road accident not only by the above method, but also by other methods, for example, the emergency handling device may determine multiple sets of emergency personnel information and multiple sets of emergency measure information for the road accident according to the accident type and the accident level, and determine any one set of emergency personnel information and any one set of emergency measure information as the emergency plan for the road accident.
As an example, the emergency disposal device may display an emergency scenario in the emergency interface after determining the emergency scenario for the road accident, and a checker may view and edit the emergency scenario.
Step 305: and the emergency disposal equipment sends the emergency scheme to the corresponding emergency terminal.
Since the emergency plan is for handling a road accident, the emergency disposal device may transmit the emergency plan to a corresponding emergency terminal.
It should be noted that the emergency terminal may be a terminal of an emergency person in an accident command position among emergency persons, or may be a terminal of all emergency persons handling a current accident.
As an example, after receiving the emergency plan, the emergency terminal may display an emergency disposal interface, where accident information of the road accident, emergency personnel name, emergency personnel responsibility, emergency resource information, emergency response level, emergency command countermeasure, and the like are displayed. And different emergency disposal interfaces can be displayed for different emergency personnel.
As an example, the emergency disposal device may directly send the emergency plan to the corresponding emergency terminal after acquiring the emergency plan. The emergency disposal equipment can also display the emergency scheme to the checking personnel, so that the emergency disposal equipment can also send the emergency scheme to the corresponding emergency terminal when receiving a confirmation sending instruction, the confirmation sending instruction can be triggered when the checking personnel acts on a confirmation control displayed in the emergency interface through a specified operation, and the specified operation can be a click operation, a sliding operation, a long-time pressing operation and the like.
Because sometimes the checking personnel may not timely check the emergency interface displayed by the emergency disposal equipment, if the emergency scheme is not timely sent to the emergency terminal, the road accident may not be timely handled, and therefore the emergency disposal equipment can also send the emergency scheme to the corresponding emergency terminal after the preset time after the emergency scheme is displayed in the emergency interface.
It should be noted that the preset time period may be set according to requirements, for example, the preset time period may be 10 minutes, 15 minutes, and so on.
In some embodiments, in order to enrich the emergency scheme, after the emergency disposal device acquires the emergency scheme for the road accident, the accident information and the emergency scheme of the road accident may be stored.
In some embodiments, the emergency disposal device may not only send the emergency plan to the corresponding emergency terminal, but also send the emergency plan to an information platform of a relevant department in the event of an accident, and the information platform of the relevant department may issue information such as relevant traffic information, speed limit information, and an alarm prompt.
In the embodiment of the application, when receiving the accident report message, the emergency handling device may acquire accident information of the road accident from the accident report message, acquire u pieces of group emergency personnel information and a plurality of groups of emergency measure information according to an accident grade of the accident information, acquire target emergency personnel information and target emergency measure information that are most matched with the accident information of the road accident from the groups of emergency personnel information and the groups of group emergency measure information, and determine the target emergency personnel information and the target emergency measure information as an emergency scheme for the road accident. Because the emergency scheme of the road accident can be directly determined according to the accident grade, the emergency scheme of various road accidents does not need to be checked manually, and the emergency scheme for processing the road accident is selected subjectively, so that the time for making the emergency scheme is shortened, the obtained emergency scheme is more targeted, and the efficiency for processing the road accident is improved. In addition, various emergency schemes are stored in the basic database, so that the scientificity and the timeliness of emergency scheme management are improved, and the effectiveness and the timeliness of the emergency schemes for various road accidents are guaranteed.
After explaining the emergency plan determining method for a road accident provided by the embodiment of the present application, an emergency plan determining device for a road accident provided by the embodiment of the present application is introduced next.
Fig. 4 is a schematic structural diagram of an emergency scenario determination apparatus for a road accident, which may be implemented by software, hardware, or a combination of the two as part of or all of an emergency disposal device. Referring to fig. 4, the apparatus includes: a receiving module 401, an obtaining module 402, a first determining module 403 and a second determining module 404.
A receiving module 401, configured to receive an accident reporting message, where the accident reporting message is used to indicate that a road accident occurs currently;
an obtaining module 402, configured to obtain accident information of the road accident from the accident reporting message;
a first determining module 403, configured to determine an accident level of the road accident according to the accident information;
a second determining module 404, configured to determine an emergency scenario for the road accident according to an accident type of the road accident and the accident level, where the accident type of the road accident is one accident variable of a plurality of accident variables included in the accident information.
In some embodiments, referring to fig. 5, the obtaining module 402 comprises:
a conversion sub-module 4021, configured to convert the voice message into a text message when the accident reporting message is a voice message;
the processing sub-module 4022 is configured to process the text message according to a preset standardized manner to obtain the accident information.
In some embodiments, referring to fig. 6, the first determining module 403 comprises:
a first determining submodule 4031, configured to determine a relative weight value of each of a plurality of accident variables included in the accident information;
the second determining submodule 4032 is configured to determine a score value of each accident variable in the plurality of accident variables according to a preset assignment rule;
a third determining submodule 4033, configured to determine an accident value of the road accident according to the relative weight value of each accident variable and the score value of each accident variable;
a fourth determining submodule 4034, configured to determine an accident level corresponding to the accident numerical value from the correspondence between the numerical value and the level.
In some embodiments, the first determination submodule 4031 is configured to:
for a target accident variable in the accident variables, acquiring a weight value of the target accident variable from a stored accident weight record, wherein the target accident variable is any accident variable in the accident variables;
and dividing the weighted value of the target accident variable by the sum of the weighted values of the accident variables to obtain the relative weighted value of the target accident variable.
In some embodiments, referring to fig. 7, the second determining module 404 includes:
a fifth determining submodule 4041, configured to determine, according to the accident type and the accident level, multiple sets of emergency personnel information and multiple sets of emergency measure information for the road accident;
a sixth determining sub-module 4042, configured to determine, according to the accident information, target emergency personnel information from the multiple sets of emergency personnel information, where the target emergency personnel information is a set of emergency personnel information that has a highest matching degree with the accident information;
a seventh determining sub-module 4043, configured to determine, according to the target emergency personnel information, target emergency measure information from the multiple sets of emergency measure information, where the target emergency measure information is a set of emergency measure information that has a highest matching degree with the target emergency personnel information in the multiple sets of emergency measure information;
an eighth determining sub-module 4044, configured to determine the target emergency personnel information and the target emergency measure information as an emergency plan for the road accident.
In some embodiments, the sixth determining sub-module 4042 is configured to:
determining information similarity between the accident information and each group of emergency personnel information in the multiple groups of emergency personnel information to obtain multiple first information similarities;
and determining a group of emergency personnel information corresponding to the maximum similarity in the plurality of first information similarities as the target emergency personnel information.
In some embodiments, the sixth determining sub-module 4042 is further configured to:
for a first group of emergency personnel information in the multiple groups of emergency personnel information, and for each personnel variable in multiple personnel variables included in the first group of emergency personnel information, counting the number of the same fields between a target accident variable included in the accident information and each personnel variable to obtain multiple first same fields, wherein the first group of emergency personnel information is any one group of emergency personnel information in the multiple groups of emergency personnel information, and the target accident variable is any one accident variable in the multiple accident variables included in the accident information;
multiplying the number of the first same fields by corresponding first logic relation values respectively to obtain a plurality of first field similarities, wherein the first logic relation values are used for describing logic relations between the target accident variables and the personnel variables;
determining the maximum field similarity corresponding to the target accident variable from the plurality of first field similarities;
and adding the maximum field similarity corresponding to each accident variable to obtain a first information similarity between the accident information and the first group of emergency personnel information.
In some embodiments, the seventh determining sub-module 4043 is configured to:
determining information similarity between the target emergency personnel information and each group of emergency measure information in the multiple groups of emergency measure information to obtain multiple second information similarities;
and determining a group of emergency measure information corresponding to the maximum similarity in the second information similarities as the target emergency measure information.
In some embodiments, the seventh determining sub-module 4043 is further configured to:
for a first group of emergency measure information in the multiple groups of emergency measure information, and for each measure variable in multiple measure variables included in the first group of emergency measure information, counting the number of the same fields between a target personnel variable included in the target emergency personnel information and each measure variable to obtain a plurality of second same fields, wherein the first group of emergency measure information is any one group of emergency personnel information in the multiple groups of emergency measure information, and the target personnel variable is any one personnel variable in the multiple personnel variables included in the target emergency personnel information;
multiplying the number of the second same fields by corresponding second logical relation values respectively to obtain a plurality of second field similarities, wherein the second logical relation values are used for describing the logical relation between the target person variable and the measure variables;
determining the maximum field similarity corresponding to the target person variable from the second field similarities;
and adding the maximum field similarity corresponding to each personnel variable to obtain a second information similarity between the target emergency personnel information and the first group of emergency measure information.
In the embodiment of the application, when receiving the accident report message, the emergency handling device may acquire accident information of the road accident from the accident report message, acquire u pieces of group emergency personnel information and a plurality of groups of emergency measure information according to an accident grade of the accident information, acquire target emergency personnel information and target emergency measure information that are most matched with the accident information of the road accident from the groups of emergency personnel information and the groups of group emergency measure information, and determine the target emergency personnel information and the target emergency measure information as an emergency scheme for the road accident. Because the emergency scheme of the road accident can be directly determined according to the accident grade, the emergency scheme of various road accidents does not need to be checked manually, and the emergency scheme for processing the road accident is selected subjectively, so that the time for making the emergency scheme is shortened, the obtained emergency scheme is more targeted, and the efficiency for processing the road accident is improved. In addition, various emergency schemes are stored in the basic database, so that the scientificity and the timeliness of emergency scheme management are improved, and the effectiveness and the timeliness of the emergency schemes for various road accidents are guaranteed.
It should be noted that: the emergency plan determining device for a road accident provided in the above embodiment is only illustrated by the division of the above functional modules when determining the emergency plan of the road accident, and in practical applications, the above function distribution may be completed by different functional modules according to needs, that is, the internal structure of the device is divided into different functional modules to complete all or part of the above described functions. In addition, the emergency scheme determining device for a road accident provided by the above embodiment and the emergency scheme determining method for a road accident provided by the above embodiment belong to the same concept, and the specific implementation process thereof is detailed in the method embodiment and is not described herein again.
Fig. 8 is a block diagram illustrating an emergency disposal apparatus 800 according to an embodiment of the present disclosure. The emergency disposal device 800 may be a portable mobile terminal, such as: a tablet, laptop, or desktop computer. Emergency treatment device 800 may also be referred to by other names such as user equipment, portable terminal, laptop terminal, desktop terminal, and the like.
In general, the emergency disposal device 800 includes: a processor 801 and a memory 802.
The processor 801 may include one or more processing cores, such as a 4-core processor, an 8-core processor, and so forth. The processor 801 may be implemented in at least one hardware form of a DSP (Digital Signal Processing), an FPGA (Field-Programmable Gate Array), and a PLA (Programmable Logic Array). The processor 801 may also include a main processor and a coprocessor, where the main processor is a processor for processing data in an awake state, and is also called a Central Processing Unit (CPU); a coprocessor is a low power processor for processing data in a standby state. In some embodiments, the processor 801 may be integrated with a GPU (Graphics Processing Unit), which is responsible for rendering and drawing the content required to be displayed on the display screen. In some embodiments, the processor 801 may further include an AI (Artificial Intelligence) processor for processing computing operations related to machine learning.
Memory 802 may include one or more computer-readable storage media, which may be non-transitory. Memory 802 may also include high speed random access memory, as well as non-volatile memory, such as one or more magnetic disk storage devices, flash memory storage devices. In some embodiments, a non-transitory computer readable storage medium in memory 802 is used to store at least one instruction for execution by processor 801 to implement the emergency scenario determination method for road accidents provided by the method embodiments herein.
In some embodiments, the emergency disposal device 800 may further optionally include: a peripheral interface 803 and at least one peripheral. The processor 801, memory 802 and peripheral interface 803 may be connected by bus or signal lines. Various peripheral devices may be connected to peripheral interface 803 by a bus, signal line, or circuit board. Specifically, the peripheral device includes: at least one of a radio frequency circuit 804, a display screen 805, a camera assembly 806, an audio circuit 807, a positioning assembly 808, and a power supply 809.
The peripheral interface 803 may be used to connect at least one peripheral related to I/O (Input/Output) to the processor 801 and the memory 802. In some embodiments, the processor 801, memory 802, and peripheral interface 803 are integrated on the same chip or circuit board; in some other embodiments, any one or two of the processor 801, the memory 802, and the peripheral interface 803 may be implemented on separate chips or circuit boards, which are not limited by this embodiment.
The Radio Frequency circuit 804 is used for receiving and transmitting RF (Radio Frequency) signals, also called electromagnetic signals. The radio frequency circuitry 804 communicates with communication networks and other communication devices via electromagnetic signals. The rf circuit 804 converts an electrical signal into an electromagnetic signal to be transmitted, or converts a received electromagnetic signal into an electrical signal. Optionally, the radio frequency circuit 804 includes: an antenna system, an RF transceiver, one or more amplifiers, a tuner, an oscillator, a digital signal processor, a codec chipset, a subscriber identity module card, and so forth. The radio frequency circuit 804 may communicate with other terminals via at least one wireless communication protocol. The wireless communication protocols include, but are not limited to: the world wide web, metropolitan area networks, intranets, generations of mobile communication networks (2G, 3G, 4G, and 5G), Wireless local area networks, and/or WiFi (Wireless Fidelity) networks. In some embodiments, the radio frequency circuit 804 may further include NFC (Near Field Communication) related circuits, which are not limited in this application.
The display screen 805 is used to display a UI (User Interface). The UI may include graphics, text, icons, video, and any combination thereof. When the display 805 is a touch display, the display 805 also has the ability to capture touch signals on or above the surface of the display 805. The touch signal may be input to the processor 801 as a control signal for processing. At this point, the display 805 may also be used to provide virtual buttons and/or a virtual keyboard, also referred to as soft buttons and/or a soft keyboard. In some embodiments, the display 805 may be one, providing the front panel of the emergency disposal device 800; in other embodiments, the display 805 may be at least two, each disposed on a different surface of the emergency disposal device 800 or in a folded design; in still other embodiments, display 805 may be a flexible display disposed on a curved surface or on a folded surface of emergency disposal device 800. Even further, the display 805 may be arranged in a non-rectangular irregular pattern, i.e., a shaped screen. The Display 805 can be made of LCD (Liquid Crystal Display), OLED (Organic Light-Emitting Diode), and other materials.
The camera assembly 806 is used to capture images or video. Optionally, camera assembly 806 includes a front camera and a rear camera. Generally, a front camera is disposed at a front panel of the terminal, and a rear camera is disposed at a rear surface of the terminal. In some embodiments, the number of the rear cameras is at least two, and each rear camera is any one of a main camera, a depth-of-field camera, a wide-angle camera and a telephoto camera, so that the main camera and the depth-of-field camera are fused to realize a background blurring function, and the main camera and the wide-angle camera are fused to realize panoramic shooting and VR (Virtual Reality) shooting functions or other fusion shooting functions. In some embodiments, camera assembly 806 may also include a flash. The flash lamp can be a monochrome temperature flash lamp or a bicolor temperature flash lamp. The double-color-temperature flash lamp is a combination of a warm-light flash lamp and a cold-light flash lamp, and can be used for light compensation at different color temperatures.
The audio circuit 807 may include a microphone and a speaker. The microphone is used for collecting sound waves of a user and the environment, converting the sound waves into electric signals, and inputting the electric signals to the processor 801 for processing or inputting the electric signals to the radio frequency circuit 804 to realize voice communication. For stereo capture or noise reduction purposes, the microphones may be multiple and located at different locations on the emergency treatment device 800. The microphone may also be an array microphone or an omni-directional pick-up microphone. The speaker is used to convert electrical signals from the processor 801 or the radio frequency circuit 804 into sound waves. The loudspeaker can be a traditional film loudspeaker or a piezoelectric ceramic loudspeaker. When the speaker is a piezoelectric ceramic speaker, the speaker can be used for purposes such as converting an electric signal into a sound wave audible to a human being, or converting an electric signal into a sound wave inaudible to a human being to measure a distance. In some embodiments, the audio circuitry 807 may also include a headphone jack.
The Location component 808 is used to locate the current geographic Location of the emergency treatment device 800 to implement navigation or LBS (Location Based Service). The positioning component 808 may be a positioning component based on the GPS (global positioning System) in the united states, the beidou System in china, or the galileo System in russia.
Power supply 809 is used to power the various components in emergency disposal device 800. The power supply 809 can be ac, dc, disposable or rechargeable. When the power supply 809 includes a rechargeable battery, the rechargeable battery may be a wired rechargeable battery or a wireless rechargeable battery. The wired rechargeable battery is a battery charged through a wired line, and the wireless rechargeable battery is a battery charged through a wireless coil. The rechargeable battery may also be used to support fast charge technology.
In some embodiments, the emergency disposal device 800 also includes one or more sensors 810. The one or more sensors 810 include, but are not limited to: acceleration sensor 811, gyro sensor 812, pressure sensor 813, fingerprint sensor 814, optical sensor 815 and proximity sensor 816.
The acceleration sensor 811 may detect the magnitude of acceleration in three coordinate axes of the coordinate system established with the emergency treatment apparatus 800. For example, the acceleration sensor 811 may be used to detect the components of the gravitational acceleration in three coordinate axes. The processor 801 may control the touch screen 805 to display the user interface in a landscape view or a portrait view according to the gravitational acceleration signal collected by the acceleration sensor 811. The acceleration sensor 811 may also be used for acquisition of motion data of a game or a user.
The gyro sensor 812 may detect a body direction and a rotation angle of the emergency treatment apparatus 800, and the gyro sensor 812 may acquire a 3D motion of the user on the emergency treatment apparatus 800 in cooperation with the acceleration sensor 811. From the data collected by the gyro sensor 812, the processor 801 may implement the following functions: motion sensing (such as changing the UI according to a user's tilting operation), image stabilization at the time of photographing, game control, and inertial navigation.
Pressure sensors 813 may be disposed on the side bezel of emergency treatment device 800 and/or underneath touch screen 805. When the pressure sensor 813 is disposed on the side frame of the emergency treatment device 800, the holding signal of the user to the emergency treatment device 800 may be detected, and the processor 801 performs left-right hand recognition or shortcut operation according to the holding signal collected by the pressure sensor 813. When the pressure sensor 813 is disposed at a lower layer of the touch display screen 805, the processor 801 controls the operability control on the UI interface according to the pressure operation of the user on the touch display screen 805. The operability control comprises at least one of a button control, a scroll bar control, an icon control and a menu control.
The fingerprint sensor 814 is used for collecting a fingerprint of the user, and the processor 801 identifies the identity of the user according to the fingerprint collected by the fingerprint sensor 814, or the fingerprint sensor 814 identifies the identity of the user according to the collected fingerprint. Upon identifying that the user's identity is a trusted identity, the processor 801 authorizes the user to perform relevant sensitive operations including unlocking a screen, viewing encrypted information, downloading software, paying for and changing settings, etc. Fingerprint sensor 814 may be disposed on the front, back, or side of emergency disposal device 800. When a physical button or vendor Logo is provided on the emergency treatment device 800, the fingerprint sensor 814 may be integrated with the physical button or vendor Logo.
The optical sensor 815 is used to collect the ambient light intensity. In one embodiment, the processor 801 may control the display brightness of the touch screen 805 based on the ambient light intensity collected by the optical sensor 815. Specifically, when the ambient light intensity is high, the display brightness of the touch display screen 805 is increased; when the ambient light intensity is low, the display brightness of the touch display 805 is turned down. In another embodiment, the processor 801 may also dynamically adjust the shooting parameters of the camera assembly 806 based on the ambient light intensity collected by the optical sensor 815.
A proximity sensor 816, also known as a distance sensor, is typically provided on the front panel of the emergency disposal device 800. The proximity sensor 816 is used to capture the distance between the user and the front of the emergency disposal device 800. In one embodiment, the touch display 805 is controlled by the processor 801 to switch from a bright screen state to a dark screen state when the proximity sensor 816 detects that the distance between the user and the front face of the emergency treatment device 800 is gradually reduced; when the proximity sensor 816 detects that the distance between the user and the front of the emergency treatment device 800 is gradually increasing, the touch display 805 is controlled by the processor 801 to switch from a rest screen state to a light screen state.
Those skilled in the art will appreciate that the configuration shown in fig. 8 does not constitute a limitation of the emergency treatment device 800, and may include more or fewer components than those shown, or combine certain components, or employ a different arrangement of components.
Fig. 9 is a schematic structural diagram of another emergency disposal device provided in an embodiment of the present application, where the emergency disposal device may be a server 900. The server 900 includes a Central Processing Unit (CPU)901, a system memory 904 including a Random Access Memory (RAM)902 and a Read Only Memory (ROM)903, and a system bus 905 connecting the system memory 904 and the central processing unit 901. The server 900 also includes a basic input/output system (I/O system) 906, which facilitates the transfer of information between devices within the computer, and a mass storage device 907 for storing an operating system 913, application programs 914, and other program modules 915.
The basic input/output system 906 includes a display 908 for displaying information and an input device 909 such as a mouse, keyboard, etc. for user input of information. Wherein a display 908 and an input device 909 are connected to the central processing unit 901 through an input-output controller 910 connected to the system bus 905. The basic input/output system 906 may also include an input/output controller 910 for receiving and processing input from a number of other devices, such as a keyboard, mouse, or electronic stylus. Similarly, input-output controller 910 also provides output to a display screen, a printer, or other type of output device.
The mass storage device 907 is connected to the central processing unit 901 through a mass storage controller (not shown) connected to the system bus 905. The mass storage device 907 and its associated computer-readable media provide non-volatile storage for the server 900. That is, mass storage device 907 may include a computer-readable medium (not shown) such as a hard disk or CD-ROM drive.
Without loss of generality, computer readable media may comprise computer storage media and communication media. Computer storage media includes volatile and nonvolatile, removable and non-removable media implemented in any method or technology for storage of information such as computer readable instructions, data structures, program modules or other data. Computer storage media includes RAM, ROM, EPROM, EEPROM, flash memory or other solid state memory technology, CD-ROM, DVD, or other optical storage, magnetic cassettes, magnetic tape, magnetic disk storage or other magnetic storage devices. Of course, those skilled in the art will appreciate that computer storage media is not limited to the foregoing. The system memory 904 and mass storage device 907 described above may be collectively referred to as memory.
The server 900 may also operate as a remote computer connected to a network via a network, such as the internet, in accordance with various embodiments of the present application. That is, the server 900 may be connected to the network 912 through the network interface unit 911 connected to the system bus 905, or the network interface unit 911 may be used to connect to other types of networks or remote computer systems (not shown).
The memory further includes one or more programs, and the one or more programs are stored in the memory and configured to be executed by the CPU.
In some embodiments, a computer-readable storage medium is also provided, in which a computer program is stored, which, when being executed by a processor, implements the steps of the emergency scenario determination method for road accidents according to the above embodiments. For example, the computer-readable storage medium may be a ROM (Read-Only Memory), a RAM (Random Access Memory), a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, and the like.
It is noted that the computer-readable storage medium referred to herein may be a non-volatile storage medium, in other words, a non-transitory storage medium.
It should be understood that all or part of the steps for implementing the above embodiments may be implemented by software, hardware, firmware or any combination thereof. When implemented in software, may be implemented in whole or in part in the form of a computer program product. The computer program product includes one or more computer instructions. The computer instructions may be stored in the computer-readable storage medium described above.
That is, in some embodiments, there is also provided a computer program product containing instructions which, when run on a computer, cause the computer to perform the steps of the method for determining an emergency scenario for a road accident as described above.
The above-mentioned embodiments are provided not to limit the present application, and any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present application should be included in the protection scope of the present application.

Claims (10)

1. A method for determining an emergency scenario for a road accident, the method comprising:
receiving an accident reporting message, wherein the accident reporting message is used for indicating that a road accident happens currently;
acquiring accident information of the road accident from the accident reporting message;
determining the accident grade of the road accident according to the accident information;
and determining an emergency scheme aiming at the road accident according to the accident type and the accident grade of the road accident, wherein the accident type of the road accident is one accident variable of a plurality of accident variables included in the accident information.
2. The method of claim 1, wherein the obtaining the accident information of the road accident from the accident reporting message comprises:
when the accident reporting message is a voice message, converting the voice message into a text message;
and processing the text message according to a preset standard mode to obtain the accident information.
3. The method of claim 1, wherein determining an accident rating for the road accident based on the accident information comprises:
determining a relative weight value of each accident variable in a plurality of accident variables included in the accident information;
determining the score value of each accident variable in the accident variables according to a preset assignment rule;
determining an accident value of the road accident according to the relative weight value of each accident variable and the score value of each accident variable;
and determining the accident grade corresponding to the accident numerical value from the corresponding relation between the numerical value and the grade.
4. The method of claim 3, wherein the determining the relative weight value for each of the plurality of incident variables included in the incident information comprises:
for a target accident variable in the accident variables, acquiring a weight value of the target accident variable from a stored accident weight record, wherein the target accident variable is any accident variable in the accident variables;
and dividing the weighted value of the target accident variable by the sum of the weighted values of the accident variables to obtain the relative weighted value of the target accident variable.
5. The method of claim 1, wherein determining the contingency plan for the road accident according to the accident type and the accident grade of the road accident comprises:
determining multiple groups of emergency personnel information and multiple groups of emergency measure information aiming at the road accident according to the accident type and the accident grade;
determining target emergency personnel information from the multiple groups of emergency personnel information according to the accident information, wherein the target emergency personnel information is one group of emergency personnel information with the highest matching degree with the accident information in the multiple groups of emergency personnel information;
determining target emergency measure information from the multiple groups of emergency measure information according to the target emergency personnel information, wherein the target emergency measure information is one group of emergency measure information which is matched with the target emergency personnel information to the highest degree in the multiple groups of emergency measure information;
and determining the target emergency personnel information and the target emergency measure information as an emergency scheme aiming at the road accident.
6. The method of claim 5, wherein determining target emergency personnel information from the plurality of sets of emergency personnel information based on the incident information comprises:
determining information similarity between the accident information and each group of emergency personnel information in the multiple groups of emergency personnel information to obtain multiple first information similarities;
and determining a group of emergency personnel information corresponding to the maximum similarity in the plurality of first information similarities as the target emergency personnel information.
7. The method of claim 6, wherein the determining the information similarity of the incident information and each of the plurality of sets of emergency personnel information to obtain a plurality of first information similarities comprises:
for a first group of emergency personnel information in the multiple groups of emergency personnel information, and for each personnel variable in multiple personnel variables included in the first group of emergency personnel information, counting the number of the same fields between a target accident variable included in the accident information and each personnel variable to obtain multiple first same fields, wherein the first group of emergency personnel information is any one group of emergency personnel information in the multiple groups of emergency personnel information, and the target accident variable is any one accident variable in the multiple accident variables included in the accident information;
multiplying the number of the first same fields by corresponding first logic relation values respectively to obtain a plurality of first field similarities, wherein the first logic relation values are used for describing logic relations between the target accident variables and the personnel variables;
determining the maximum field similarity corresponding to the target accident variable from the plurality of first field similarities;
and adding the maximum field similarity corresponding to each accident variable to obtain a first information similarity between the accident information and the first group of emergency personnel information.
8. The method of claim 5, wherein determining target emergency action information from the plurality of sets of emergency action information based on the target emergency personnel information comprises:
determining information similarity between the target emergency personnel information and each group of emergency measure information in the multiple groups of emergency measure information to obtain multiple second information similarities;
and determining a group of emergency measure information corresponding to the maximum similarity in the second information similarities as the target emergency measure information.
9. The method of claim 8, wherein the determining the information similarity of the target emergency personnel information and each of the plurality of sets of emergency action information to obtain a plurality of second information similarities comprises:
for a first group of emergency measure information in the multiple groups of emergency measure information, and for each measure variable in multiple measure variables included in the first group of emergency measure information, counting the number of the same fields between a target personnel variable included in the target emergency personnel information and each measure variable to obtain a plurality of second same fields, wherein the first group of emergency measure information is any one group of emergency personnel information in the multiple groups of emergency measure information, and the target personnel variable is any one personnel variable in the multiple personnel variables included in the target emergency personnel information;
multiplying the number of the second same fields by corresponding second logical relation values respectively to obtain a plurality of second field similarities, wherein the second logical relation values are used for describing the logical relation between the target person variable and the measure variables;
determining the maximum field similarity corresponding to the target person variable from the second field similarities;
and adding the maximum field similarity corresponding to each personnel variable to obtain a second information similarity between the target emergency personnel information and the first group of emergency measure information.
10. An emergency scenario determination apparatus for a road accident, the apparatus comprising:
the system comprises a receiving module, a judging module and a reporting module, wherein the receiving module is used for receiving an accident reporting message, and the accident reporting message is used for indicating that a road accident happens currently;
the acquisition module is used for acquiring accident information of the road accident from the accident reporting message;
the first determining module is used for determining the accident grade of the road accident according to the accident information;
and the second determining module is used for determining an emergency scheme aiming at the road accident according to the accident type and the accident grade of the road accident, wherein the accident type of the road accident is one accident variable in a plurality of accident variables included in the accident information.
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Cited By (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112133099A (en) * 2020-09-28 2020-12-25 广州瀚信通信科技股份有限公司 Intelligent traffic big data management method, system, equipment and medium based on 5G
CN112381379A (en) * 2020-11-11 2021-02-19 深圳市元征科技股份有限公司 Traffic accident processing method and device and electronic equipment
CN112632341A (en) * 2020-12-29 2021-04-09 清华大学 Emergency processing method, device, equipment and storage medium in sports meeting
CN112950930A (en) * 2021-01-22 2021-06-11 北京嘀嘀无限科技发展有限公司 Method, apparatus, device, medium and program product for providing accident information
CN113222361A (en) * 2021-04-25 2021-08-06 北京中交华安科技有限公司 Emergency rescue scheme generation method for emergency
CN114530040A (en) * 2022-02-08 2022-05-24 东风汽车集团股份有限公司 Method and system for handling and rescuing vehicle accidents on driverless road
CN117455209A (en) * 2023-12-26 2024-01-26 山东智慧云通网络科技有限公司 Intelligent traffic police management service system and method based on geographic position

Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105741218A (en) * 2016-03-04 2016-07-06 公安部道路交通安全研究中心 Emergency plan generation server, method, system and client
CN107424108A (en) * 2017-06-23 2017-12-01 深圳市盛路物联通讯技术有限公司 A kind of car accident Quick rescue method and device

Patent Citations (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105741218A (en) * 2016-03-04 2016-07-06 公安部道路交通安全研究中心 Emergency plan generation server, method, system and client
CN107424108A (en) * 2017-06-23 2017-12-01 深圳市盛路物联通讯技术有限公司 A kind of car accident Quick rescue method and device

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
宋英华;余侃;吕伟;刘丹;: "城市公交车火灾事件案例相似度匹配研究", 中国安全科学学报 *

Cited By (8)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112133099A (en) * 2020-09-28 2020-12-25 广州瀚信通信科技股份有限公司 Intelligent traffic big data management method, system, equipment and medium based on 5G
CN112381379A (en) * 2020-11-11 2021-02-19 深圳市元征科技股份有限公司 Traffic accident processing method and device and electronic equipment
CN112632341A (en) * 2020-12-29 2021-04-09 清华大学 Emergency processing method, device, equipment and storage medium in sports meeting
CN112950930A (en) * 2021-01-22 2021-06-11 北京嘀嘀无限科技发展有限公司 Method, apparatus, device, medium and program product for providing accident information
CN113222361A (en) * 2021-04-25 2021-08-06 北京中交华安科技有限公司 Emergency rescue scheme generation method for emergency
CN114530040A (en) * 2022-02-08 2022-05-24 东风汽车集团股份有限公司 Method and system for handling and rescuing vehicle accidents on driverless road
CN117455209A (en) * 2023-12-26 2024-01-26 山东智慧云通网络科技有限公司 Intelligent traffic police management service system and method based on geographic position
CN117455209B (en) * 2023-12-26 2024-03-12 山东智慧云通网络科技有限公司 Intelligent traffic police management service system and method based on geographic position

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