CN112950125A

CN112950125A - Method and device for obtaining safety state data of distributed resources and electronic equipment

Info

Publication number: CN112950125A
Application number: CN202110362335.8A
Authority: CN
Inventors: 蔡少阳; 屠一凡; 范晓锋; 汪安辉; 刘晓明
Original assignee: Lazas Network Technology Shanghai Co Ltd
Current assignee: Lazas Network Technology Shanghai Co Ltd
Priority date: 2021-04-02
Filing date: 2021-04-02
Publication date: 2021-06-11
Anticipated expiration: 2041-04-02
Also published as: CN112950125B

Abstract

The method for obtaining the safety state data of the distributed resources is applied to terminal application for providing services for the distributed resources, and comprises the following steps: acquiring mobile data of target distribution resources, wherein the target distribution resources are resources which go to an entity object to extract an object to be distributed and distribute the object to be distributed; and obtaining the safety state data of the target distribution resources according to the mobile data of the target distribution resources and a safety state data obtaining model for obtaining the safety state data of the distribution resources. According to the method and the device, the problem of how to determine the safety state of the distributed resources is solved by utilizing the mobile data corresponding to the target distributed resources and the safety state data obtaining model for obtaining the safety state data of the distributed resources. In addition, the method for acquiring the safety state data of the distribution resources is configured in the terminal application, so that the integrity of the acquired mobile data and the accuracy of the safety state data of the distribution resources are ensured.

Description

Method and device for obtaining safety state data of distributed resources and electronic equipment

Technical Field

The present application relates to the field of information processing, and in particular, to a method and an apparatus for obtaining security status data of distributed resources, an electronic device, and a computer storage medium. The application also relates to a processing method and device for the safety state data of the distributed resources, electronic equipment and a computer storage medium.

Background

With the continuous development of distribution services, more and more people join the distribution service industry.

Delivery service personnel receive a large number of customer orders each day, and because each order has a certain time limit requirement, many security risks are often associated with providing delivery service for the customer order. For example: in the process of delivering commodities, delivery service personnel are likely to have accidents such as falls, car accidents and the like. In order to ensure the personal safety of the distribution service personnel and ensure the on-time completion of the order, the safety state of the distribution service personnel during working needs to be monitored. Therefore, how to determine the safety status of the distribution service personnel during work is a problem to be solved by those skilled in the art.

Disclosure of Invention

In order to solve the above problems, the present application provides a method and an apparatus for obtaining security status data of distributed resources, an electronic device, and a computer storage medium. The application also provides a processing method and device for the safety state data of the distributed resources, electronic equipment and a computer storage medium.

The method for obtaining the safety state data of the distributed resources is applied to terminal application for providing services for the distributed resources, and comprises the following steps: acquiring mobile data of target distribution resources, wherein the target distribution resources are resources which go to an entity object to extract an object to be distributed and distribute the object to be distributed; and obtaining the safety state data of the target distribution resources according to the mobile data of the target distribution resources and a safety state data obtaining model for obtaining the safety state data of the distribution resources.

Optionally, the acquiring the movement data of the target distribution resource includes: when the target distribution resources are determined to be in a first working state of going to an entity object to extract an object to be distributed, or when the target distribution resources are determined to be in a second working state of distributing for the object to be distributed, mobile data of target terminal equipment corresponding to the target distribution resources are collected.

Optionally, when it is determined that the target distribution resource is in a first working state in which the entity object is heading for extracting the object to be distributed, acquiring mobile data of a target terminal device corresponding to the target distribution resource, including: when the target distribution resources are determined to be in a first working state of going to the entity object for extracting the object to be distributed, acquiring mobile data of target terminal equipment corresponding to the target distribution resources; or when the target distribution resources are determined to be in a second working state for distributing the objects to be distributed, acquiring the mobile data of the target terminal equipment corresponding to the target distribution resources.

Optionally, the acquiring the movement data of the target distribution resource includes: acquiring mobile data of the target terminal equipment, which is provided by a sensor in the target terminal equipment corresponding to the target distribution resource; the obtaining the security state data of the target delivery resource according to the mobile data of the target delivery resource and the security state data obtaining model for obtaining the security state data of the delivery resource includes: acquiring input data format requirement information of the safety state data acquisition model; converting the mobile data of the target terminal device provided by the sensor into input data meeting the input data format requirement information; and inputting the input data into the safety state data acquisition model to acquire the safety state data of the target distribution resource.

Optionally, the converting the movement data of the target terminal device provided by the sensor into input data meeting the information of the input data format requirement includes: converting the movement data of the target terminal device provided by the sensor into movement state information of the target terminal device; and converting the moving state information of the target terminal equipment into input data which accords with the input data format requirement information.

Optionally, the obtaining the security status data of the target delivery resource according to the mobile data of the target delivery resource and the security status data obtaining model for obtaining the security status data of the delivery resource includes: obtaining data category information to which the mobile data of the target distribution resource belongs; obtaining input data category requirement information of the safety state data obtaining model; comparing the data category information to which the mobile data of the target distribution resource belongs with the input data category requirement information; if the mobile data of the target distribution resources lack the data types required by the input data type requirement information, fitting data corresponding to the lacking data types according to the mobile data of the target distribution resources; and obtaining the security state data of the target distribution resource according to the mobile data of the target distribution resource, the data corresponding to the lacking data category and a security state data obtaining model for obtaining the security state data of the distribution resource.

Optionally, the method further includes: obtaining a security state data obtaining model provided by a server; acquiring computing capacity information of target terminal equipment corresponding to a terminal application providing service for the target distribution resources; adjusting a computing unit in a safety state data acquisition model provided by the server according to the computing capacity information of the target terminal equipment to acquire a safety state data acquisition model matched with the computing capacity of the target terminal equipment; the obtaining the security state data of the target delivery resource according to the mobile data of the target delivery resource and the security state data obtaining model for obtaining the security state data of the delivery resource includes: and obtaining the safety state data of the target distribution resources according to the mobile data of the target terminal equipment and the safety state data obtaining model matched with the computing capacity of the target terminal equipment.

Optionally, the method further includes: obtaining historical movement data of a plurality of delivery resources and historical safety state data corresponding to the plurality of delivery resources corresponding to the historical movement data; and training the safety state data to obtain a model by taking the historical movement data and the historical safety state data as training sample data.

Optionally, the obtaining historical movement data of a plurality of delivery resources and historical security status data corresponding to the plurality of delivery resources corresponding to the historical movement data includes: historical movement data of terminal equipment corresponding to a plurality of delivery resources provided by a server and historical safety state data corresponding to the delivery resources corresponding to the historical movement data are obtained.

Optionally, the method further includes: acquiring computing capacity information of target terminal equipment corresponding to a terminal application providing service for the target distribution resources; the training the safety state data obtaining model by using the historical movement data and the historical safety state data as training sample data comprises: and training a safety state data acquisition model matched with the computing capacity of the target terminal equipment according to the computing capacity information of the target terminal equipment corresponding to the terminal application providing service for the target distribution resource by taking the historical mobile data and the historical safety state data as training sample data.

Optionally, the method further includes: obtaining mobile data of target distribution equipment corresponding to the target distribution resources, wherein the target distribution equipment is used for placing an object to be distributed; obtaining second safety state data of the target distribution resources according to the mobile data of the target distribution equipment corresponding to the target distribution resources; the obtaining the security state data of the target delivery resource according to the mobile data of the target delivery resource and the security state data obtaining model for obtaining the security state data of the delivery resource includes: obtaining first safety state data of the target distribution resources according to the mobile data of the target distribution resources and a safety state data obtaining model used for obtaining safety state data of the distribution resources; and obtaining the security state data of the target distribution resources according to the first security state data of the target distribution resources and the second security state data of the target distribution resources.

Optionally, the obtaining the mobile data of the target distribution device corresponding to the target distribution resource includes: movement data of the target distribution equipment provided by a sensor in the target distribution equipment is obtained.

Optionally, the method further includes: obtaining movement data of a target vehicle used by the target delivery resource; obtaining third safety state data of the target delivery resources according to the movement data of the target transportation means used by the target delivery resources; the obtaining the security state data of the target delivery resource according to the mobile data of the target delivery resource and the security state data obtaining model for obtaining the security state data of the delivery resource includes: obtaining first safety state data of the target distribution resources according to the mobile data of the target distribution resources and a safety state data obtaining model used for obtaining safety state data of the distribution resources; and obtaining the security state data of the target distribution resources according to the first security state data of the target distribution resources and the third security state data of the target distribution resources.

Optionally, the obtaining movement data of the target vehicle used by the target delivery resource includes: movement data of the target vehicle provided by sensors in the target vehicle is obtained.

Optionally, the method further includes: and sending the safety state data of the target distribution resource to a server.

Optionally, the method further includes: if the security state data of the target delivery resources indicate that the target delivery resources have security risks, sending inquiry prompt information for inquiring whether help is needed to the target delivery resources; obtaining first help information for indicating that the target delivery resource needs help; and sending second help information for indicating that the target delivery resource needs help to the server.

Optionally, the security status data of the target delivery resource is probability data for indicating that a security problem event occurs in the target delivery resource.

Optionally, the method further includes: according to the probability data for representing the occurrence of the security problem event of the target distribution resource, obtaining result information of whether the security problem event occurs in the target distribution resource; and if the result information indicates that the target distribution resource has a security problem event, sending prompt information for indicating that the target distribution resource has the security problem event to a server.

The present application further provides a device for obtaining security status data of distributed resources, where the device is deployed in a terminal application providing services for distributed resources, and the device includes: the system comprises a first mobile data acquisition unit, a second mobile data acquisition unit and a first mobile data processing unit, wherein the first mobile data acquisition unit is used for acquiring mobile data of target distribution resources, and the target distribution resources are resources which go to an entity object to extract an object to be distributed and distribute the object to be distributed; and the safety state data acquisition unit is used for acquiring the safety state data of the target distribution resource according to the mobile data of the target distribution resource and a safety state data acquisition model for acquiring the safety state data of the distribution resource.

Optionally, the first mobile data collecting unit is specifically configured to collect the mobile data of the target terminal device corresponding to the target distribution resource when it is determined that the target distribution resource is in a first working state of going to an entity object to extract an object to be distributed, or when it is determined that the target distribution resource is in a second working state of distributing for the object to be distributed.

Optionally, the acquiring the movement data of the target distribution resource includes: acquiring mobile data of the target terminal equipment, which is provided by a sensor in the target terminal equipment corresponding to the target distribution resource; the security state data acquisition unit includes: the format acquisition subunit is used for acquiring the input data format requirement information of the safety state data acquisition model; the data conversion subunit is used for converting the mobile data of the target terminal device provided by the sensor into input data meeting the input data format requirement information; and the first safety data acquisition subunit is used for inputting the input data into the safety state data acquisition model to acquire the safety state data of the target distribution resource.

Optionally, the safety state data obtaining unit includes: a first category acquiring subunit, configured to acquire data category information to which the mobile data of the target distribution resource belongs; the second category acquisition subunit is used for acquiring input data category requirement information of the safety state data acquisition model; a category comparison subunit configured to compare data category information to which the mobile data of the target distribution resource belongs and the input data category request information; a data fitting subunit, configured to fit, if the mobile data of the target distribution resource lacks a data category required by the input data category requirement information, data corresponding to the lacking data category according to the mobile data of the target distribution resource; and the second safety data acquisition subunit is used for acquiring the safety state data of the target distribution resource according to the mobile data of the target distribution resource, the data corresponding to the lacking data category and a safety state data acquisition model for acquiring the safety state data of the distribution resource.

Optionally, the method further includes: the model obtaining subunit is used for obtaining a safety state data obtaining model provided by the server; a first computing power obtaining subunit, configured to obtain computing power information of a target terminal device corresponding to a terminal application that provides a service for the target distribution resource; the model adjusting subunit is used for adjusting a computing unit in a safety state data obtaining model provided by the server according to the computing capacity information of the target terminal equipment to obtain a safety state data obtaining model matched with the computing capacity of the target terminal equipment; the security state data obtaining unit is specifically configured to obtain the security state data of the target distribution resource according to the mobile data of the target terminal device and the security state data obtaining model matched with the computing capability of the target terminal device.

Optionally, the method further includes: the system comprises a sample acquisition subunit, a safety management subunit and a safety management subunit, wherein the sample acquisition subunit is used for acquiring historical movement data of a plurality of delivery resources and historical safety state data corresponding to the plurality of delivery resources corresponding to the historical movement data; and the model training subunit is used for training the safety state data to obtain a model by taking the historical movement data and the historical safety state data as training sample data.

Optionally, the obtaining historical movement data of a plurality of terminal devices corresponding to terminal applications providing services for distributing resources and historical security status data corresponding to the plurality of distributing resources corresponding to the historical movement data includes: historical movement data of terminal equipment corresponding to a plurality of delivery resources provided by a server and historical safety state data corresponding to the delivery resources corresponding to the historical movement data are obtained.

Optionally, the method further includes: a second computing power obtaining subunit, configured to obtain computing power information of a target terminal device corresponding to a terminal application that provides a service for the target distribution resource; the training the safety state data obtaining model by using the historical movement data and the historical safety state data as training sample data comprises: and training a safety state data acquisition model matched with the computing capability of the target terminal equipment according to the computing capability information of the target terminal equipment by taking the historical movement data and the historical safety state data as training sample data.

Optionally, the method further includes: a distribution device movement obtaining unit, configured to obtain movement data of a target distribution device corresponding to the target distribution resource, where the target distribution device is used to place an object to be distributed; a second safety state data obtaining unit, configured to obtain second safety state data of the target distribution resource according to the mobile data of the target distribution device corresponding to the target distribution resource; the safety state data acquisition unit is further configured to acquire first safety state data of the target delivery resource according to the movement data of the target delivery resource and a safety state data acquisition model for acquiring safety state data of the delivery resource; and obtaining the security state data of the target distribution resources according to the first security state data of the target distribution resources and the second security state data of the target distribution resources.

Optionally, the method further includes: a vehicle movement acquisition unit for acquiring movement data of a target vehicle used by the target delivery resource; a third safety state data acquisition unit, configured to acquire third safety state data of the target delivery resource according to movement data of a target vehicle used by the target delivery resource; the security state data obtaining unit is further configured to obtain first security state data of the target distribution resource according to the mobile data of the target terminal device and a security state data obtaining model used for obtaining security state data of the distribution resource; and obtaining the security state data of the target distribution resources according to the first security state data of the target distribution resources and the third security state data of the target distribution resources.

Optionally, the method further includes: and the safety state data sending unit is used for sending the safety state data of the target distribution resource to a server.

Optionally, the method further includes: a first information prompting unit, configured to send inquiry prompting information for inquiring whether assistance is needed to the target distribution resource if the security status data of the target distribution resource indicates that the target distribution resource is at a security risk; the first help information receiving unit is used for obtaining first help information which is used for indicating that the target distribution resource needs help; and the second help-seeking information sending unit is used for sending second help-seeking information for indicating that the target distribution resource needs help to the server.

Optionally, the method further includes: the information determining unit is used for obtaining result information of whether the target distribution resource has a security problem event according to the probability data for indicating the security problem event of the target distribution resource; and the second information prompting unit is used for sending prompting information for indicating that the safety problem event occurs to the target distribution resource to the server side if the result information indicates that the safety problem event occurs to the target distribution resource.

The application also provides a processing method of the safety state data of the distributed resources, the method is applied to a server corresponding to a terminal application providing services for the distributed resources, and the method comprises the following steps: obtaining safety state data of target distribution resources sent by the terminal application; if the safety state data of the target distribution resources is probability data used for representing the occurrence of the safety problem event of the target distribution resources, obtaining result information of whether the safety problem event occurs in the target distribution resources according to the probability data used for representing the occurrence of the safety problem event in the target distribution resources; if the result information indicates that the target distribution resource has a security problem event, performing information processing on the security problem event occurring in the target distribution resource; .

Optionally, the security status data of the target delivery resource is obtained by the terminal application according to the mobile data of the target terminal device and a security status data obtaining model for obtaining the security status data of the delivery resource.

Optionally, the method further includes: obtaining mobile data of the target terminal equipment, which is sent by the terminal application and corresponds to the target distribution resources; and taking the safety state data and the mobile data of the target distribution resources as sample data, and training a safety state data acquisition model.

Optionally, the method further includes: and sending a security state data acquisition model for acquiring the security state data of the distribution resources to the terminal application.

Optionally, the performing information processing on the security problem event that has occurred to the target delivery resource includes: and sending prompt information for indicating that the target distribution resource has a security problem event to the terminal application.

Optionally, the performing information processing on the security problem event that has occurred to the target delivery resource includes: and sending inquiry information for inquiring whether the target distribution resource needs help or not to the terminal application.

Optionally, the performing information processing on the security problem event that has occurred to the target delivery resource includes: obtaining the position information of the target distribution resource;

sending help seeking information for requesting to obtain the safety service aiming at the target delivery resource to a safety service information system, wherein the help seeking information comprises the position information of the target delivery resource.

The present application further provides a device for processing security status data of distributed resources, where the device is deployed at a server corresponding to a terminal application providing services for the distributed resources, and the device includes: a safety state data obtaining unit, configured to obtain safety state data of a target distribution resource sent by the terminal application; a first information determining unit, configured to, if the security status data of the target distribution resource is probability data indicating that a security problem event occurs in the target distribution resource, obtain result information indicating whether the security problem event occurs in the target distribution resource according to the probability data indicating that the security problem event occurs in the target distribution resource; and the information processing unit is used for carrying out information processing on the safety problem event which has occurred on the target distribution resource if the result information indicates that the safety problem event has occurred on the target distribution resource.

Optionally, the method further includes: a mobile information receiving unit, configured to obtain mobile data of the target terminal device, which is sent by the terminal application and corresponds to the target distribution resource; and the model training unit is used for training the security state data acquisition model by taking the security state data and the mobile data of the target distribution resource as sample data.

Optionally, the method further includes: and the model issuing unit is used for sending a security state data acquisition model for acquiring the security state data of the distribution resources to the terminal application.

Optionally, the performing information processing on the security problem event that has occurred to the target delivery resource includes: obtaining the position information of the target distribution resource; sending help seeking information for requesting to obtain the safety service aiming at the target delivery resource to a safety service information system, wherein the help seeking information comprises the position information of the target delivery resource.

An embodiment of the present application further provides an electronic device, which is deployed at a server corresponding to a terminal application providing a service for delivering resources, and includes: a processor; a memory for storing a program of a method, which when read and executed by the processor, performs the method of any one of the above.

An embodiment of the present application further provides a computer storage medium, which is deployed at a server corresponding to a terminal application providing a service for distributing resources, where the computer storage medium stores a computer program, and the computer program, when executed, implements any one of the methods described above.

Compared with the prior art, the method has the following advantages:

Drawings

Fig. 1 is a schematic application scenario diagram of a method for obtaining security status data of distributed resources according to a first embodiment of the present application;

fig. 2 is a flowchart of a method for obtaining security status data of distributed resources according to a second embodiment of the present application;

fig. 3 is a schematic structural diagram of an apparatus for obtaining security status data of distributed resources according to a third embodiment of the present application;

fig. 4 is a schematic structural diagram of an electronic device according to a fourth embodiment of the present application;

fig. 5 is a flowchart of a processing method for distributing resource security status data according to a sixth embodiment of the present application;

fig. 6 is a schematic structural diagram of a processing device for distributing resource security status data according to a seventh embodiment of the present application;

fig. 7 is a schematic structural diagram of an electronic device according to an eighth embodiment of the present application.

Detailed Description

In the following description, numerous specific details are set forth in order to provide a thorough understanding of the present application. This application is capable of implementation in many different ways than those herein set forth and of similar import by those skilled in the art without departing from the spirit of this application and is therefore not limited to the specific implementations disclosed below.

In order to show the method for obtaining the security status data of the distributed resources more clearly, an application scenario of the method for obtaining the security status data of the distributed resources is introduced by taking the takeaway service as an example in the first embodiment of the present application.

Please refer to fig. 1, which is a schematic application scenario diagram of a method for obtaining security status data of distributed resources according to a first embodiment of the present application. Fig. 1 includes: a distribution resource 101, a terminal device 102, and a server 103.

In the application scenario provided in the first embodiment of the present application, the delivery resource 101 refers to a delivery service person who provides delivery service for a takeaway order. The terminal device 102 refers to a mobile terminal carried by the distribution resource 101 in the process of providing the distribution service, for example: mobile phones, tablet computers, and the like. Specifically, the terminal application in the terminal device 102 is an implementation subject of the method for obtaining the security status data of the distributed resource, which will be described in the first embodiment of the present application, and in the first embodiment of the present application, the terminal application implementing the method is a terminal application corresponding to a takeaway service platform.

The terminal device 102 is configured to collect the own movement data. Specifically, the terminal device 102 itself is generally equipped with a necessary information sensor. And under the condition that the terminal application is allowed to access the information of the terminal equipment, the movement information is obtained through the sensor and is sent to the terminal application.

After the terminal application in the terminal device 102 obtains the movement information of the terminal device 102, the security state information of the target distribution resource is obtained according to the movement information of the terminal device 102 and a security state data model carried in the terminal application. Specifically, the mobile information of the terminal device 102 is input into the security state data model, and the security state information of the distribution resource 101 is obtained.

The security state data model is a deep learning model, and the corresponding input data is the movement information of the terminal device 102, and the output data is the security state information of the distribution resource 101.

In an optional embodiment of the present application, the security state data model is issued to the terminal application by the server 103. The server 103 refers to a server or a server cluster corresponding to the takeout service platform, and may also be a cloud server.

Specifically, the server 103 may also train the safety state data model by receiving a large amount of sample data returned by the delivery resource, so that the output result of the safety state data model is more accurate.

In addition, after the terminal application obtains the security status data corresponding to the distribution resource, the server 103 may further receive the security status data returned by the terminal application, and report the security status data to a takeaway service platform, so as to prompt the takeaway service platform to execute a corresponding countermeasure for the security status data.

The foregoing embodiment introduces a specific application scenario of the method for obtaining the security status data of the distributed resources provided in the present application, and correspondingly, a second embodiment of the present application provides a method for obtaining the security status data of the distributed resources. Since the method embodiment is basically similar to the scenario embodiment, only the non-mentioned part of the scenario embodiment will be described in detail below, and other relevant points may refer to the scenario embodiment.

The method for obtaining the security status data of the distributed resources according to the second embodiment of the present application is specifically applied to a terminal application providing services for the distributed resources.

The terminal application refers to an application program installed on the mobile terminal. Of course, it is understood that the application may be a separate application for obtaining and outputting the security status data, or may be an application corresponding to a specific application scenario, such as: assuming that a specific application scenario of the method described in the second embodiment of the present application is takeaway delivery, the application program may be an APP corresponding to a takeaway platform carried by a terminal device.

Please refer to fig. 2, which is a flowchart illustrating a method for obtaining security status data of distributed resources according to a second embodiment of the present application, the method including: step S201 to step S202.

Step S201, collecting mobile data of a target distribution resource, where the target distribution resource is a resource that goes to an entity object to extract an object to be distributed and distributes the object to be distributed. The target delivery resource refers to a delivery service person corresponding to the target terminal device, and in the first embodiment of the present application, the output security status data of the delivery resource refers to the security status data of the target delivery resource. For example: assuming that the application scenario of the method is takeaway delivery, the target delivery resource is a takeaway guy assigned to deliver a takeaway order; another example is: assuming that the application scenario of the method is express delivery, the target delivery resource is an express guy for delivering express.

The target terminal device refers to a mobile device carried by the target delivery resource, for example: mobile phones, tablet computers, and the like. And the target terminal equipment is internally provided with a terminal application for executing the method for acquiring the safety state data of the distribution resources.

The mobile data corresponding to the target distribution resource includes: and the target distributes the mobile data of the target terminal equipment corresponding to the resource.

Specifically, the acquiring the mobile information of the target terminal device corresponding to the target distribution resource includes: and acquiring the movement information of the target terminal equipment, which is provided by a sensor in the target terminal equipment.

In addition, the mobile data of the target delivery resource includes: and the pose data of the target terminal equipment corresponding to the target distribution resources.

The sensor in the target terminal device refers to a sensor carried by the target terminal itself, for example: the sensor may be a gyro sensor, a camera, a microphone, etc. mounted on the target terminal.

In a second embodiment of the present application, the step of collecting the location information of the target terminal device corresponding to the target distribution resource is started based on the working state of the target distribution resource.

The acquiring of the mobile data of the target terminal device corresponding to the target distribution resource includes: when the target distribution resources are determined to be in a first working state of going to an entity object to extract an object to be distributed, or when the target distribution resources are determined to be in a second working state of distributing for the object to be distributed, mobile data of target terminal equipment corresponding to the target distribution resources are collected.

It can be understood that, in the process of providing the delivery service by the delivery resource, the working state of the delivery resource is not only the delivery process but also the picking process.

In the first embodiment of the present application, the first operating state refers to a picking process of the target delivery resource. The physical object pickup place is used for picking up the goods, and the object to be delivered refers to the goods contained in the delivery order. For example: assuming that the first working state refers to a working process from takeaway guo to a merchant for taking food, the entity object refers to the merchant store, and the object to be delivered refers to goods/dishes contained in the takeaway order.

The second working state refers to a dispatching process of the target distribution resource. For example: the second operating state may refer to a process of dispatching the object to be delivered to a destination after the takeaway guy obtains the object to be delivered.

Specifically, when it is determined that the target distribution resource is in a first working state in which the entity object is heading for extracting the object to be distributed, acquiring mobile data of a target terminal device corresponding to the target distribution resource, including: when the target distribution resources are determined to be in a first working state of going to the entity object for extracting the object to be distributed, acquiring mobile data of target terminal equipment corresponding to the target distribution resources;

or when the target distribution resources are determined to be in a second working state for distributing the objects to be distributed, acquiring the mobile data of the target terminal equipment corresponding to the target distribution resources.

Step S202, obtaining the security status data of the target delivery resource according to the movement data of the target delivery resource and a security status data obtaining model for obtaining the security status data of the delivery resource.

The safety state data acquisition model is one of classification models that can map samples of unknown classes into one of given classes based on characteristics of the data, such as: in the second embodiment of the present application, specifically, according to the security status data model, the mobile data of the target terminal device is mapped and corresponds to the security status data of the target delivery resource.

During specific detection, if the target distribution resources are found to be in a normal working state, and the moving speed of the target distribution resources is reduced to zero in a short time, the conclusion that the rider has safety risks can be obtained.

It is understood that during the normal operation of the target distribution resource, the target moving speed may also be zero, for example: during the time that the target delivery resource is waiting for taking a meal, the moving speed of the target delivery resource may be zero. Therefore, in a preferred embodiment of the present application, the security risk of the target delivery resource may be determined by detecting a speed variation degree of the target delivery resource.

Specifically, the determining the security risk of the target delivery resource by detecting the speed variation degree of the target delivery resource includes: presetting a speed change threshold value of the target distribution resource in unit time; if the speed change value of the target distribution resource in unit time is larger than the speed change threshold of the target distribution resource, determining that the target distribution resource has a safety risk; and if the speed change value of the target distribution resource in unit time is smaller than the speed change value of the target distribution resource, determining that the target distribution resource is in a normal working state.

In addition, it can be understood that, in the application program corresponding to the same service platform, the standards of the input data of the security state data acquisition model are the same. And the mobile data acquired by different terminal devices are different. For example: target terminal equipment corresponding to different target distribution resources is assumed to be terminal equipment of different models, and sensors of different standards are installed. The data obtained from the sensors cannot be directly input to the safety status data model as the safety status data. At this time, the output data needs to be further processed to meet the input data standard of the safety state data acquisition model.

In the first embodiment of the present application, the obtaining, according to the mobile data of the target terminal device and a security status data obtaining model for obtaining security status data of the distributed resources, the security status data of the target distributed resources includes:

acquiring input data format requirement information of the safety state data acquisition model;

converting the mobile data of the target terminal device provided by the sensor into input data meeting the input data format requirement information;

and inputting the input data into the safety state data acquisition model to acquire the safety state data of the target distribution resource.

Specifically, the converting the movement data of the target terminal device provided by the sensor into the input data meeting the information of the input data format requirement includes:

converting the movement data of the target terminal device provided by the sensor into movement state information of the target terminal device;

and converting the moving state information of the target terminal equipment into input data which accords with the input data format requirement information.

In the actual application process, after obtaining the movement data provided by the sensor, the movement data provided by the sensor needs to be subjected to a fusion algorithm before being used by an application program.

The nine-axis sensor includes: three-axis accelerometer, three-axis gyroscope and three-axis magnetometer.

It can be understood that, because the configurations of different terminal devices are different, the sensors configured on different terminal devices are also different, for example, some terminal devices are configured with nine-axis sensors, and all input data required by the safety state data acquisition model can be directly acquired; and some terminal devices do not have nine-axis sensors, and can not directly obtain all input data required by the safety state data obtaining model.

The second embodiment of the present application provides an alternative implementation to cope with the above-described situation, including:

acquiring data category information to which the mobile data of the target terminal equipment belongs;

obtaining input data category requirement information of the safety state data obtaining model;

comparing the data category information to which the mobile data of the target terminal equipment belongs with the input data category requirement information;

if the mobile data of the target terminal equipment lacks the data type required by the input data type requirement information, fitting data corresponding to the lacking data type according to the mobile data of the target terminal equipment;

and obtaining the safety state data of the target distribution resource according to the mobile data of the target terminal equipment, the data corresponding to the lacking data category and a safety state data obtaining model for obtaining the safety state data of the distribution resource.

In addition, considering that the processing capabilities of different target terminal devices may not meet the processing standard of the security state data obtaining model, the application program needs to adjust the security state data obtaining model according to the computing capability information of the target terminal.

Specifically, the adjusting process includes:

obtaining a security state data obtaining model provided by a server;

acquiring computing capacity information of the target terminal equipment;

adjusting a computing unit in a safety state data acquisition model provided by the server according to the computing capacity information of the target terminal equipment to acquire a safety state data acquisition model matched with the computing capacity of the target terminal equipment;

the obtaining of the security state data of the target delivery resource according to the mobile data of the target terminal device and the security state data obtaining model for obtaining the security state data of the delivery resource includes:

and obtaining the safety state data of the target distribution resources according to the mobile data of the target terminal equipment and the safety state data obtaining model matched with the computing capacity of the target terminal equipment.

In an optional embodiment of the present application, in order to ensure the accuracy of the safety state data obtaining model output result, the safety state data model needs to be trained.

Specifically, the method comprises the following steps:

obtaining historical movement data of terminal equipment corresponding to a plurality of delivery resources and historical safety state data corresponding to the plurality of delivery resources corresponding to the historical movement data;

and training the safety state data to obtain a model by taking the historical movement data and the historical safety state data as training sample data.

Historical movement data of the terminal equipment corresponding to the plurality of delivery resources and historical safety state data corresponding to the plurality of delivery resources corresponding to the historical movement data are sent to the terminal application by a client, so that the terminal application can train the safety state data model.

It should be noted that, the above described method for obtaining the security status data of the target delivery resource according to the mobile data of the target terminal device and the security status data obtaining model for obtaining the security status data of the delivery resource is only one preferred embodiment of the present application. In other embodiments, different embodiments may also be employed.

For example, the security status data of the target distribution resource may also be obtained according to the movement information of the target distribution device and the security status data obtaining model. The movement information of the target distribution equipment refers to the distribution box configured for the target distribution resource.

Specifically, the obtaining the security status data of the target distribution resource according to the mobile information of the target distribution device and the security status data obtaining model further includes:

obtaining mobile data of target distribution equipment corresponding to the target distribution resources, wherein the target distribution equipment is used for placing an object to be distributed;

obtaining second safety state data of the target distribution resources according to the mobile data of the target distribution equipment corresponding to the target distribution resources;

acquiring first safety state data of the target distribution resource according to the mobile data of the target terminal equipment and a safety state data acquisition model for acquiring the safety state data of the distribution resource;

and obtaining the security state data of the target distribution resources according to the first security state data of the target distribution resources and the second security state data of the target distribution resources.

Another example is: the safety state data of the target delivery resources can be obtained according to the movement information of the target vehicle used by the target delivery resources and the safety state data obtaining model.

Specifically, the obtaining of the safety state data of the target delivery resource according to the movement information of the target vehicle used by the target delivery resource and the safety state data obtaining model includes:

obtaining movement data of a target vehicle used by the target delivery resource;

obtaining third safety state data of the target delivery resources according to the movement data of the target transportation means used by the target delivery resources;

the obtaining the security state data of the target delivery resource according to the mobile data of the target delivery resource and the security state data obtaining model for obtaining the security state data of the delivery resource includes:

and obtaining the security state data of the target distribution resources according to the first security state data of the target distribution resources and the third security state data of the target distribution resources.

And after the terminal application obtains the safety state information, the terminal application also outputs the safety state data of the target distribution resource to a service end corresponding to the terminal application providing service for the distribution resource. Namely, the outputting the security status data of the target delivery resource includes: and sending the safety state data of the target distribution resource to a server.

In addition, if the security state data of the target delivery resource indicates that the target delivery resource has security risks, sending inquiry prompt information for inquiring whether help is needed to the target delivery resource;

obtaining first help information for indicating that the target delivery resource needs help; and sending second help information for indicating that the target delivery resource needs help to the server.

In an optional embodiment of the present application, the security status data of the target delivery resource is a probability event for indicating that a security problem event occurs with the target delivery resource.

The security problem event refers to all security problems that the delivery resource may encounter when in a working state, such as: falling down, collision and the like in the riding process.

After obtaining the probability data of the security problem event occurring in the target distribution resource, the application program further obtains result information of whether the security problem event occurs in the target distribution resource according to the probability data for indicating the security problem event occurring in the target distribution resource.

And if the result information indicates that the target distribution resource has a security problem event, sending prompt information for indicating that the target distribution resource has the security problem event to a server.

In summary, the method for obtaining the safety status data of the distributed resources according to the second embodiment of the present application solves the problem of how to determine the safety status of the distributed resources during operation by using the mobile information of the target terminal device and the safety status data obtaining model for obtaining the safety status data of the distributed resources. In addition, the method for acquiring the safety state data of the distribution resources is configured in the terminal application, so that the integrity of the acquired mobile data and the accuracy of the safety state data of the distribution resources are ensured.

In correspondence with the first and second embodiments described above, a third embodiment of the present application provides an obtaining apparatus for distributing resource security status data. Since the apparatus embodiment is substantially similar to the scenario embodiment and the method embodiment, the description is relatively simple, and for the relevant points, reference may be made to the partial description of the scenario embodiment and the method embodiment, and the apparatus embodiment described below is only illustrative.

Please refer to fig. 3, which is a schematic structural diagram of an apparatus for obtaining security status data of distributed resources according to a third embodiment of the present application. The device is deployed in a terminal application for providing service for distribution resources, and comprises the following components:

a first mobile data collection unit 301, configured to collect mobile data of a target distribution resource, where the target distribution resource is a resource that goes to an entity object to extract an object to be distributed, and distributes the object to be distributed;

a security status data obtaining unit 302, configured to obtain the security status data of the target delivery resource according to the movement data of the target delivery resource and a security status data obtaining model for obtaining the security status data of the delivery resource.

Optionally, the first mobile data collecting unit is specifically configured to collect the mobile data of the target terminal device corresponding to the target distribution resource when it is determined that the target distribution resource is in a first working state of going to the entity object to extract the object to be distributed, or when it is determined that the target distribution resource is in a second working state of distributing for the object to be distributed.

Optionally, when it is determined that the target distribution resource is in a first working state in which the entity object is heading for extracting the object to be distributed, acquiring mobile data of a target terminal device corresponding to the target distribution resource, including: when the target distribution resources are determined to be in a first working state of going to the entity object for extracting the object to be distributed, acquiring mobile data of target terminal equipment corresponding to the target distribution resources; or when the target distribution resources are determined to be in a second working state for distributing the objects to be distributed, acquiring the mobile data of the target terminal equipment corresponding to the target distribution resources. Optionally, the acquiring mobile data corresponding to the target distribution resource includes: acquiring mobile data of the target terminal equipment, which is provided by a sensor in the target terminal equipment corresponding to the target distribution resource; the security state data acquisition unit includes: the format acquisition subunit is used for acquiring the input data format requirement information of the safety state data acquisition model; the data conversion subunit is used for converting the mobile data of the target terminal device provided by the sensor into input data meeting the input data format requirement information; and the first safety data acquisition subunit is used for inputting the input data into the safety state data acquisition model to acquire the safety state data of the target distribution resource.

Optionally, the method further includes: the system comprises a sample acquisition subunit, a storage unit and a processing unit, wherein the sample acquisition subunit is used for acquiring historical movement data of a plurality of terminal devices corresponding to terminal applications providing services for distribution resources and historical safety state data corresponding to the plurality of distribution resources corresponding to the historical movement data; and the model training subunit is used for training the safety state data to obtain a model by taking the historical movement data and the historical safety state data as training sample data.

Optionally, the method further includes: the second computing capacity obtaining subunit is configured to obtain computing capacity information of the target terminal device; the training the safety state data obtaining model by using the historical movement data and the historical safety state data as training sample data comprises: and training a safety state data acquisition model matched with the computing capability of the target terminal equipment according to the computing capability information of the target terminal equipment by taking the historical movement data and the historical safety state data as training sample data.

Optionally, the method further includes: a distribution device movement obtaining unit, configured to obtain movement data of a target distribution device corresponding to the target distribution resource, where the target distribution device is used to place an object to be distributed; a second safety state data obtaining unit, configured to obtain second safety state data of the target distribution resource according to the mobile data of the target distribution device corresponding to the target distribution resource; the safety state data acquisition unit is further configured to acquire first safety state data of the target distribution resource according to the mobile data of the target terminal device and a safety state data acquisition model for acquiring the safety state data of the distribution resource; and obtaining the security state data of the target distribution resources according to the first security state data of the target distribution resources and the second security state data of the target distribution resources.

A fourth embodiment of the present application provides an electronic device, which is substantially similar to the method embodiment and the apparatus embodiment described above, so that the description is relatively simple, and in relation to the above, reference may be made to some descriptions of the method embodiment and the apparatus embodiment, and the electronic device embodiment described below is only illustrative.

Please refer to fig. 4, which is a schematic structural diagram of an electronic device according to a fourth embodiment of the present application.

The electronic device is deployed in a terminal application providing service for the distribution resource, and comprises:

a processor 401;

a memory 402 for storing a program of the method, which when read and executed by the processor, performs the method of the second embodiment described above.

A fifth embodiment of the present application provides a computer storage medium, which is substantially similar to the above method embodiment and apparatus embodiment, so that the description is simple, and for the relevant points, reference may be made to some descriptions of the above method embodiment and apparatus embodiment, and the computer storage medium embodiment described below is only illustrative.

The computer storage medium is deployed in a terminal application that provides a service for delivering resources, and stores a computer program that, when executed, implements the method provided in the above-described method embodiments.

It should be noted that, for the detailed description of the storage medium provided in the fifth embodiment of the present application, reference may be made to the description of the foregoing method embodiment provided in the present application, and details are not repeated here.

A sixth embodiment of the present application provides a method for processing security status data of distributed resources. Since the method embodiment is basically similar to the scenario embodiment and the second embodiment, the description is relatively simple, and for the relevant points, reference may be made to the partial description of the scenario embodiment and the second embodiment, and the method embodiment described below is only illustrative.

Please refer to fig. 5, which is a flowchart illustrating a method for processing security status data of distributed resources according to a sixth embodiment of the present application, where the method is applied to a server corresponding to a terminal application providing services for the distributed resources, and includes: step S501 to step S503.

Step S501, obtaining safety state data of target distribution resources sent by the terminal application;

step S502, if the safety state data of the target distribution resource is probability data for representing that the target distribution resource has a safety problem event, obtaining result information of whether the target distribution resource has the safety problem event according to the probability data for representing that the target distribution resource has the safety problem event;

step S503, if the result information indicates that the security problem event has occurred in the target delivery resource, performing information processing on the security problem event that has occurred in the target delivery resource.

The safety state data of the target delivery resources are obtained by the terminal application of the delivery resource providing service according to the pose data of the target terminal equipment corresponding to the target delivery resources and the safety state model used for obtaining the safety state data of the delivery resources.

A seventh embodiment of the present application provides a processing apparatus for distributing resource security status data. Since this embodiment of the apparatus is substantially similar to the sixth embodiment, the description is relatively simple, and for the relevant points, reference may be made to the above-mentioned seventh embodiment, and the embodiment of the apparatus described below is merely illustrative.

Please refer to fig. 6, which is a schematic structural diagram of a device for processing security status data of distributed resources according to a seventh embodiment of the present application, where the device is deployed at a service end corresponding to a terminal application providing services for the distributed resources, and includes:

a security status data obtaining unit 601, configured to obtain security status data of a target delivery resource sent by the terminal application;

a first information determining unit 602, configured to, if the security status data of the target distribution resource is probability data indicating that a security problem event occurs in the target distribution resource, obtain result information of whether the security problem event occurs in the target distribution resource according to the probability data indicating that the security problem event occurs in the target distribution resource;

an information processing unit 603, configured to perform information processing on the security problem event that has occurred to the target delivery resource if the result information indicates that the security problem event has occurred to the target delivery resource.

An eighth embodiment of the present application provides an electronic device, which is substantially similar to the sixth embodiment and the seventh embodiment, so that the description is relatively simple, and for the relevant points, reference may be made to the partial description of the sixth embodiment and the seventh embodiment, and the electronic device embodiments described below are only illustrative.

Please refer to fig. 7, which is a schematic structural diagram of an electronic device according to an eighth embodiment of the present application.

The electronic device is deployed at a server corresponding to a terminal application providing service for distributing resources, and comprises:

a processor 701;

the memory 702 is used for storing a program of the method, which is deployed at a service end corresponding to a terminal application providing a service for distributing resources, and when the program is read and executed by the processor, the method is executed.

A ninth embodiment of the present application provides a computer storage medium, which is substantially similar to the method embodiment and the apparatus embodiment, so that the description is simple, and for the relevant points, reference may be made to the partial description of the method embodiment and the apparatus embodiment, and the computer storage medium embodiment described below is only illustrative.

It should be noted that, for the detailed description of the storage medium provided in the ninth embodiment of the present application, reference may be made to the description of the foregoing method embodiment provided in the present application, and details are not repeated here.

Although the present application has been described with reference to the preferred embodiments, it is not intended to limit the present application, and those skilled in the art can make variations and modifications without departing from the spirit and scope of the present application, therefore, the scope of the present application should be determined by the claims that follow.

In a typical configuration, a computing device includes one or more processors (CPUs), input/output interfaces, network interfaces, and memory.

The memory may include forms of volatile memory in a computer readable medium, Random Access Memory (RAM) and/or non-volatile memory, such as Read Only Memory (ROM) or flash memory (flash RAM). Memory is an example of a computer-readable medium.

1. Computer-readable media, including both non-transitory and non-transitory, removable and non-removable media, may implement information storage by any method or technology. The information may be computer readable instructions, data structures, modules of a program, or other data. Examples of computer storage media include, but are not limited to, phase change memory (PRAM), Static Random Access Memory (SRAM), Dynamic Random Access Memory (DRAM), other types of Random Access Memory (RAM), Read Only Memory (ROM), Electrically Erasable Programmable Read Only Memory (EEPROM), flash memory or other memory technology, compact disc read only memory (CD-ROM), Digital Versatile Discs (DVD) or other optical storage, magnetic cassettes, magnetic tape magnetic disk storage or other magnetic storage devices, or any other non-transmission medium that can be used to store information that can be accessed by a computing device. As defined herein, computer readable media does not include non-transitory computer readable media (transient media), such as modulated data signals and carrier waves.

2. As will be appreciated by one skilled in the art, embodiments of the present application may be provided as a method, system, or computer program product. Accordingly, the present application may take the form of an entirely hardware embodiment, an entirely software embodiment or an embodiment combining software and hardware aspects. Furthermore, the present application may take the form of a computer program product embodied on one or more computer-usable storage media (including, but not limited to, disk storage, CD-ROM, optical storage, and the like) having computer-usable program code embodied therein.

Claims

1. A method for obtaining security status data of distributed resources is applied to a terminal application for providing services for the distributed resources, and the method comprises the following steps:

acquiring mobile data of target distribution resources, wherein the target distribution resources are resources which go to an entity object to extract an object to be distributed and distribute the object to be distributed;

and obtaining the safety state data of the target distribution resources according to the mobile data of the target distribution resources and a safety state data obtaining model for obtaining the safety state data of the distribution resources.

2. The method of claim 1, wherein the collecting movement data for the target delivery resource comprises: when the target distribution resources are determined to be in a first working state of going to an entity object to extract an object to be distributed, or when the target distribution resources are determined to be in a second working state of distributing for the object to be distributed, mobile data of target terminal equipment corresponding to the target distribution resources are collected.

3. The method of claim 1, wherein the collecting movement data for the target delivery resource comprises: acquiring mobile data of the target terminal equipment, which is provided by a sensor in the target terminal equipment corresponding to the target distribution resource;

4. The method of claim 3, wherein converting the movement data of the target terminal device provided by the sensor into input data conforming to the input data format requirement information comprises:

5. The method of claim 1, wherein obtaining the security status data of the target delivery resource based on the movement data of the target delivery resource and a security status data obtaining model for obtaining the security status data of the delivery resource comprises:

obtaining data category information to which the mobile data of the target distribution resource belongs;

comparing the data category information to which the mobile data of the target distribution resource belongs with the input data category requirement information;

if the mobile data of the target distribution resources lack the data types required by the input data type requirement information, fitting data corresponding to the lacking data types according to the mobile data of the target distribution resources;

and obtaining the security state data of the target distribution resource according to the mobile data of the target distribution resource, the data corresponding to the lacking data category and a security state data obtaining model for obtaining the security state data of the distribution resource.

6. The method of claim 1, further comprising:

obtaining a security state data obtaining model provided by a server;

acquiring computing capacity information of target terminal equipment corresponding to a terminal application providing service for the target distribution resources;

7. The method of claim 1, further comprising:

obtaining historical movement data of a plurality of delivery resources and historical safety state data corresponding to the plurality of delivery resources corresponding to the historical movement data;

8. The method of claim 7, wherein obtaining historical movement data for a plurality of delivery resources and historical security status data corresponding to the plurality of delivery resources corresponding to the historical movement data comprises: historical movement data of terminal equipment corresponding to a plurality of delivery resources provided by a server and historical safety state data corresponding to the delivery resources corresponding to the historical movement data are obtained.

9. The method of claim 7, further comprising: acquiring computing capacity information of target terminal equipment corresponding to a terminal application providing service for the target distribution resources;

the training the safety state data obtaining model by using the historical movement data and the historical safety state data as training sample data comprises: and training a safety state data acquisition model matched with the computing capacity of the target terminal equipment according to the computing capacity information of the target terminal equipment corresponding to the terminal application providing service for the target distribution resource by taking the historical mobile data and the historical safety state data as training sample data.

10. The method of claim 1, further comprising:

obtaining first safety state data of the target distribution resources according to the mobile data of the target distribution resources and a safety state data obtaining model used for obtaining safety state data of the distribution resources;

11. The method of claim 1, further comprising:

12. The method of claim 11, wherein obtaining movement data for a target vehicle used by the target delivery resource comprises: movement data of the target vehicle provided by sensors in the target vehicle is obtained.

13. The method of claim 1, further comprising:

if the security state data of the target delivery resources indicate that the target delivery resources have security risks, sending inquiry prompt information for inquiring whether help is needed to the target delivery resources;

obtaining first help information for indicating that the target delivery resource needs help;

and sending second help information for indicating that the target delivery resource needs help to the server.

14. The method of claim 1, further comprising:

according to the probability data for representing the occurrence of the security problem event of the target distribution resource, obtaining result information of whether the security problem event occurs in the target distribution resource;

15. A processing method for security state data of distributed resources is applied to a server corresponding to a terminal application providing services for the distributed resources, and the method comprises the following steps:

obtaining safety state data of target distribution resources sent by the terminal application;

if the safety state data of the target distribution resources is probability data used for representing the occurrence of the safety problem event of the target distribution resources, obtaining result information of whether the safety problem event occurs in the target distribution resources according to the probability data used for representing the occurrence of the safety problem event in the target distribution resources;

and if the result information indicates that the target delivery resource has a security problem event, performing information processing on the security problem event which has occurred to the target delivery resource.