CN117875974A

CN117875974A - Abnormal activation detection method and device, electronic equipment and readable storage medium

Info

Publication number: CN117875974A
Application number: CN202410177430.4A
Authority: CN
Inventors: 王妙玉; 孔林海; 周亮; 吴宁泉; 欧宝星
Original assignee: Guangdong Hotata Technology Group Co Ltd
Current assignee: Guangdong Hotata Technology Group Co Ltd
Priority date: 2024-02-08
Filing date: 2024-02-08
Publication date: 2024-04-12

Abstract

The embodiment of the application provides a method and a device for detecting abnormal activation, electronic equipment and a readable storage medium, which relate to the technical field of intelligent equipment and are applied to a server, wherein the method comprises the following steps: receiving an activation request for equipment to be activated, which is sent by a first terminal, and indicating the first terminal to activate the equipment; responding to the completion of equipment activation, determining at least one first object associated with the equipment according to an activation request, and acquiring first information of the equipment in the activation process; determining a target object with abnormal behavior from at least one first object according to the first information; the method and the device have the advantages that the object information of the target object is deleted from the preset white list, the white list comprises the object information of the object with sales and after-sales rights on the device, and the implementation of the method and the device achieves that under the condition that the device to be activated is normally activated by a user, meanwhile, abnormal behaviors in the activation process are effectively monitored and intervened, the device activation and management efficiency is improved, and the terminal user experience is improved.

Description

Abnormal activation detection method and device, electronic equipment and readable storage medium

Technical Field

The application relates to the technical field of intelligent equipment, in particular to a detection method and device for abnormal activation, electronic equipment and a readable storage medium.

Background

Conventional blowby management relies primarily on the management and intervention of the equipment activation area and the marketable area of the dealer by setting activation rules when the equipment is activated.

However, there is a problem in that the customer cannot normally activate the device to be activated, and at the same time, abnormal behavior of the activation of the device cannot be effectively monitored and intervened.

Disclosure of Invention

The embodiment of the application provides a detection method, a detection device, electronic equipment and a readable storage medium for abnormal activation, which are used for realizing that a user effectively monitors and intervenes abnormal behaviors in an activation process under the condition of normally activating equipment to be activated, so that equipment activation and management efficiency is improved, and terminal user experience is improved.

According to a first aspect of embodiments of the present application, there is provided a method for detecting abnormal activation, applied to a server, the method including:

receiving an activation request for equipment to be activated, which is sent by a first terminal, and indicating the first terminal to activate the equipment;

Responding to the completion of equipment activation, determining at least one first object associated with the equipment according to an activation request, and acquiring first information of the equipment in the activation process;

determining a target object with abnormal behavior from at least one first object according to the first information;

the object information of the target object is deleted from a preset white list including object information of objects having sales and after-sales rights for the device.

In one possible implementation, the first object includes at least one of:

a distributor of the device;

an installer of the device;

assigning a service station for an installer;

the first information includes at least one of:

an activation position of the device;

a personnel identification of an installer of the device;

the activation completion time of the device;

a dealer identification of a dealer of the device;

a newspaper loading area of the device;

the location of use of the device; .

In another possible implementation, the second determining module includes:

the first determining unit is used for judging whether the first objects meet corresponding early warning rules according to the first information for each first object;

the second determining unit is configured to determine that the first object is a target object with abnormal behavior when the first object meets the early warning rule and the total number of times that the early warning rule is met is greater than a total number of times threshold corresponding to the first object.

In yet another possible implementation manner, the first determining unit includes:

the first judging unit is used for determining the marketable area of the equipment according to the distributor identifier of the distributor of the equipment, and if the activation position is not located in the marketable area, determining that the distributor meets the corresponding early warning rule;

updating the first activation times in the preset time period of the installer according to the personnel identification of the installer and the activation completion time of the equipment, and if the first activation times are greater than a preset first threshold value, determining that the installer meets the corresponding early warning rule;

updating second activation times in a preset time period of the distributor according to the distributor of the equipment and the activation completion time of the equipment, and if the second activation times are larger than a preset second threshold value, determining that the distributor meets corresponding early warning rules;

according to the activation position of the equipment and the activation completion time of the equipment, determining the third activation times of the activation position in the preset time period when the equipment is activated, and if the third activation times are greater than a preset third threshold value, determining that the service station meets the corresponding early warning rule;

if the fact that the installation area of the equipment is not located in the saleable area is determined, determining that the dealer meets the corresponding early warning rule;

And if the using position of the equipment is not located in the saleable area, determining that the dealer meets the corresponding early warning rule.

In yet another possible implementation manner, the second determining module further includes:

the third determining unit is used for sending warning information to the management terminal when the first object meets the warning rule and the total number of times of meeting the warning rule is not more than the total number of times threshold corresponding to the first object;

the warning information is used for indicating an administrator to punish the first object.

In yet another possible implementation manner, when the target object is the first installer of the device, deleting the object information of the target object from the preset white list, and then further includes:

and the allocation unit is used for allocating the installers to the equipment to be activated corresponding to the second terminal based on the white list of the personnel information of the first installer.

In yet another possible implementation, the detecting device for abnormal activation further includes:

the first updating module is used for updating the sales quantity of the dealers according to the dealers of the equipment;

and a second updating module for updating the planned throughput of the apparatus based on the sales numbers of the respective dealers.

According to a second aspect of embodiments of the present application, there is provided a detection apparatus for abnormal activation, applied to a server, the apparatus including:

the receiving module is used for receiving an activation request for equipment to be activated, which is sent by the first terminal, and indicating the first terminal to activate the equipment;

the first determining module is used for determining at least one first object associated with the equipment according to the activation request and acquiring first information of the equipment in the activation process in response to the completion of equipment activation;

the second determination is carried out according to the first information, and a target object with abnormal behavior is determined from at least one first object;

and the deleting module is used for deleting the object information of the target object from a preset white list, wherein the white list comprises the object information of the object with sales and after-sales rights for the equipment.

According to a third aspect of embodiments of the present application, there is provided an electronic device comprising a memory, a processor and a computer program stored on the memory, the processor implementing the steps of the method as provided in the first aspect when the program is executed.

According to a fourth aspect of embodiments of the present application, there is provided a computer readable storage medium having stored thereon a computer program which, when executed by a processor, implements the steps of the method as provided by the first aspect.

According to a fifth aspect of embodiments of the present application, there is provided a computer program product comprising computer instructions stored in a computer readable storage medium, which when read from the computer readable storage medium by a processor of a computer device, the computer instructions are executed by the processor causing the computer device to perform the steps of the method as provided by the first aspect.

The beneficial effects that technical scheme that this application embodiment provided brought are:

according to the abnormal activation detection method, when the activation request sent by the first terminal is received, the first terminal directly activates the equipment, after the equipment is activated, at least one first object associated with the equipment is determined according to the activation request, first information of the equipment in the activation process is obtained, the target object with abnormal behaviors in the first object associated with the equipment is determined according to the obtained first information, the object information of the target object is deleted from the white list containing the object information of the object with sales and after-sales rights on the equipment, so that the target object does not have the sales or after-sales rights on the equipment any more, the first object of the equipment is monitored through the first information in the activation process after the equipment is activated, the target object with the abnormal behaviors can be timely managed and intervened, the abnormal behaviors of customers can be normally activated under various conditions, the abnormal behaviors in the activation process are effectively monitored and intervened, and the efficiency of the equipment is improved, and the terminal user experience is improved.

Drawings

In order to more clearly illustrate the technical solutions in the embodiments of the present application, the drawings that are required to be used in the description of the embodiments of the present application will be briefly described below.

Fig. 1 is a schematic diagram of a system architecture of a method for implementing abnormal activation according to an embodiment of the present application;

fig. 2 is a flow chart of a method for detecting abnormal activation applied to a server according to an embodiment of the present application;

fig. 3 is a flowchart of another method for detecting abnormal activation applied to a server according to an embodiment of the present application;

fig. 4 is an interaction schematic diagram of a server and a terminal in a method for detecting abnormal activation provided in an embodiment of the present application;

fig. 5 is a schematic structural diagram of an abnormal activation detection device according to an embodiment of the present application;

fig. 6 is a schematic structural diagram of an electronic device according to an embodiment of the present application.

Detailed Description

Embodiments of the present application are described below with reference to the drawings in the present application. It should be understood that the embodiments described below with reference to the drawings are exemplary descriptions for explaining the technical solutions of the embodiments of the present application, and the technical solutions of the embodiments of the present application are not limited.

As used herein, the singular forms "a", "an", "the" and "the" are intended to include the plural forms as well, unless expressly stated otherwise, as understood by those skilled in the art. It will be further understood that the terms "comprises" and "comprising," when used in this application, specify the presence of stated features, information, data, steps, operations, elements, and/or components, but do not preclude the presence or addition of other features, information, data, steps, operations, elements, components, and/or groups thereof, all of which may be included in the present application. It will be understood that when an element is referred to as being "connected" or "coupled" to another element, it can be directly connected or coupled to the other element or intervening elements may be present. Further, "connected" or "coupled" as used herein may include wirelessly connected or wirelessly coupled. The term "and/or" as used herein indicates that at least one of the items defined by the term, e.g., "a and/or B" may be implemented as "a", or as "B", or as "a and B".

For the purpose of making the objects, technical solutions and advantages of the present application more apparent, the embodiments of the present application will be described in further detail below with reference to the accompanying drawings.

The following is a description of the terminology and related art to which this application relates:

and (5) channeling: the economical concepts are: in order to realize effective control of market resources, defects and loopholes of a market mechanism are utilized in different areas and demand environments, means and tools against the market rule are adopted for a specific commodity supply object, and supply systems and effective demand systems of the market are purposefully hit through measures such as prices, so that the purpose of completely controlling effective resources of the market is achieved.

The following describes the related art: the conventional blowby management mainly relies on controlling the activation area of the equipment and the marketable area of the dealer to perform blowby management, that is, when the activation area of the equipment is inconsistent with the marketable area, the equipment cannot be normally activated when the dealer sends a mistake or transfers goods, so that the problem that the equipment cannot be normally activated after being sold to an end user in the related art seriously affects the experience of the end user, and the abnormality of the activation of the equipment cannot be effectively monitored and intervened.

Aiming at least one technical problem or a place needing improvement in the related art, the application provides a target object with abnormal behaviors, which can timely generate the abnormal behaviors, so that the management and the intervention on the target object with the abnormal behaviors can be realized, the normal activation of equipment by a client under various conditions can be ensured, the abnormal behaviors in the activation process can be effectively monitored and interfered, the efficiency of equipment activation and management is improved, and the terminal user experience is improved.

The technical solutions of the embodiments of the present application and technical effects produced by the technical solutions of the present application are described below by describing several exemplary embodiments. It should be noted that the following embodiments may be referred to, or combined with each other, and the description will not be repeated for the same terms, similar features, similar implementation steps, and the like in different embodiments.

Fig. 1 is a schematic system architecture diagram of a method for implementing abnormal activation detection according to an embodiment of the present application, where the system architecture includes: a terminal 120, a server 140 and a device 160 to be activated.

The terminal 120 installs and runs an application program for activating the device to be activated, and the terminal 120 is used for activating the device to be activated, collecting first information in the activation process of the device and sending the first information to the server.

The terminal 120 is connected to the server 140 through a wireless network or a wired network.

Server 140 includes at least one of a server, a plurality of servers, a cloud computing platform, and a virtualization center. Illustratively, the server 140 includes a processor 144 and a memory 142, the memory 142 including a display module 1421, a control module 1422, and a receiving module 1423. The server 140 is configured to provide a background service for an application program of the abnormal activation detection method, determine a target object with abnormal behavior according to first information of the device in an activation process, and delete the target object from a preset white list. Optionally, the server 140 takes on primary computing work and the terminal 120 takes on secondary computing work; alternatively, the server 140 takes on secondary computing work and the terminal 120 takes on primary computing work; alternatively, the server 140, the terminal 120, and the server are cooperatively computed using a distributed computing architecture.

The device 160 to be activated is connected to the terminal 120 by wireless communication.

Optionally, the device types of the terminal include: at least one of a smart phone, a tablet computer, an electronic book reader, a dynamic video expert compression standard audio layer 3 (MovingPicture Experts Group Audio Layer III, MP 3) player, a dynamic video expert compression standard audio layer 4 (Moving Picture Experts Group Audio Layer IV, MP 4) player, a laptop portable computer, and a desktop computer.

Those skilled in the art will recognize that the number of terminals may be greater or lesser. Such as the above-mentioned terminals may be only one, or the above-mentioned terminals may be several tens or hundreds, or more. The number of terminals and the device type are not limited in the embodiment of the present application.

The embodiment of the application provides a method for detecting abnormal activation, which is applied to a server as shown in fig. 1, and specific content is shown in fig. 2, and the method comprises the following steps:

s101, receiving an activation request for equipment to be activated, which is sent by a first terminal, and indicating the first terminal to activate the equipment.

In the embodiment of the application, a preset application program or an applet supporting operation of activating the device to be activated is installed on the first terminal.

In this embodiment of the present application, the device to be activated is a device that needs to be activated to be used normally, and the device to be activated is a device that can interact with the terminal by applying the above wireless communication manner, for example, the device to be activated may be an intelligent home device, an intelligent office device, or an intelligent security device.

In the embodiment of the application, the activation request sent by the first terminal is used for requesting the server to instruct the first terminal to activate the device to be activated, and the first terminal can activate the device to be activated under the condition that the first terminal receives the instruction.

S102, determining at least one first object associated with the device according to the activation request in response to the completion of the activation of the device, and acquiring first information of the device in the activation process.

In this embodiment of the present application, the activation request carries an equipment identifier of the equipment to be activated, where the equipment identifier of the equipment is a unique identifier of the equipment, and the equipment identifier may be a machine code or a serial number, that is, an identifier capable of indicating the unique identity of the equipment may be used as the equipment identifier.

In the embodiment of the application, the first object refers to an object associated with a device to be activated, each device to be activated has at least one associated first object, for example, a newspaper user of the device to be activated may be the first object of the device to be activated, a vendor of the device to be activated may be the first object, etc., and any object associated with the device to be activated may be the first object of the device.

In the embodiment of the application, the server stores the corresponding relation between the device and each first object through the device identifier and the object identifier of the first object, and after receiving the activation request, the server can determine at least one first object associated with the device according to the device identifier in the activation request.

In an embodiment of the present application, the first object includes at least one of:

a distributor of the device;

an installer of the device;

service stations of installers are assigned.

In the embodiment of the present application, the dealer of the device refers to a dealer, that is, an entity or person who only has sales or services in a certain area and domain, and since the dealer is an individual or a sheet who has sales rights in a certain area, after determining the dealer of the device, the marketable area of the device can be determined accordingly.

In the embodiment of the application, the installer refers to a person which is distributed by a manufacturer of the device and is used for helping a purchaser of the device to install and activate the device, and because of the wide variety of devices to be activated, the installer needs to be specialized to assist the installer in installing and activating the device.

In this embodiment of the present application, the service station refers to a site for specifically distributing installers, and for convenience of management and service, in general, installation and after-sale in an area are managed by one service station, and when an installer needs to install and activate a device to be activated in an area corresponding to the service station, the service station will arrange the installer to install and activate the device according to the work order information issued by the server.

It should be noted that, the first object is not limited in this embodiment of the present application, any object associated with the device to be activated may be the first object of the device, and specifically, which associated objects are selected as the first object is determined according to the specific usage scenario and actual usage situation of the present application.

In this embodiment of the present application, before receiving the activation request sent by the first terminal, the first terminal further receives an installation request sent by the first terminal, where the installation request includes: and the installation address information and the expected time information of the equipment can be used for determining an installer and a service station corresponding to the equipment to be activated according to the address information and the expected time information, so that the corresponding relation between the equipment and the installer and the service station is stored in the server, and after the equipment is activated, the installer and the service station associated with the equipment are determined according to the equipment identification in the activation request.

In the embodiment of the application, since the holder, the installation area and the installer of each device to be activated which needs to be activated are different, one piece of work order information is generated for each device to be installed and activated, and the work order information records specific information such as the device identification of the device to be activated, the device report user information, the personnel identification of the installer, the affiliated service station, the installation site and the like.

In the embodiment of the application, when the equipment to be activated does not need to be installed by an installer to go to the door, the first object of the association of the equipment is determined to be a dealer; when the equipment to be activated needs to be installed and activated by an installer, determining the service station to which the equipment to be activated belongs based on the installation place of the installer, and selecting the installer with the same technical field by the service station according to the busy condition of each installer, so that the associated first object of the equipment can be determined to comprise the service station, the dealer and the installer.

In an embodiment of the present application, the first information includes at least one of:

an activation position of the device;

a personnel identification of an installer of the device;

the activation completion time of the device;

a dealer identification of a dealer of the device;

a newspaper loading area of the equipment;

the location of use of the device; .

In this embodiment of the present application, the activation position of the device refers to a position where the device is located in an activation process, where the position may be represented by latitude and longitude, a relative position, an address, or a coordinate system, and in order to ensure privacy security of a user, the activation position of the user may also be subjected to fuzzy processing, that is, only one approximate position is displayed.

In the embodiment of the application, the personnel identifier of the installer is a unique identifier of the installer and is used for distinguishing information such as a work number and the like of different installers; the dealer identification of the dealer is a unique identification on the dealer for distinguishing between different dealers, such as company codes or the like.

In the embodiment of the present application, the activation completion time of the device refers to a time point when the device completes activation; the first information may also be the time it takes for the device to activate, or the time it takes for the installer to go up to the gate until activation is complete.

In this embodiment of the present application, the first information may also be a user identifier of a newspaper loading user of the device to be activated, for example, a mobile phone number of the newspaper loading user, and the first information may also be information such as work order information, a newspaper loading address, and a time when an installer reaches the newspaper loading address.

In this embodiment of the present application, the first information may further include a report area of the device, where the report area refers to an area where a user applies to install the device to be activated, and because the device to be activated needs to be installed by a professional installer to go to the door, before the device to be activated is activated, the user needs to send, to the management terminal, an application carrying information of the report area through a preset applet or an application program, so that the installer installs and activates the device to be activated according to the report area to go to the door.

In this embodiment of the present application, the first information may further include a use location of the device, where the use location refers to a current location of the device when the device to be activated is used.

It should be noted that, the embodiment of the present application does not limit the first information, any information generated in the activation process may be used as the first information, and specific information to be collected and used as the first information may be determined according to specific usage scenarios and actual usage situations of the present application.

In the embodiment of the application, the first object and the first information of the device are determined after the device is activated, so that abnormal activation detection is performed, the device activation is not influenced, and normal activation of the device is ensured.

S103, determining a target object with abnormal behaviors from at least one first object according to the first information.

In this embodiment of the present application, the abnormal behavior refers to a behavior with a larger difference from a preset standard, each first object has a corresponding set of standards for judging whether abnormal behavior occurs, and when it is detected that the first object of the device has abnormal behavior according to the first information in the device activation process, the activation of the device is considered to be abnormal activation.

In this embodiment of the present application, each first object has a corresponding early warning rule, and the early warning is triggered according to the first information when the first object is determined to satisfy the corresponding early warning rule, and for each object, when the total number of times of satisfying the corresponding early warning rule is greater than a number of times threshold, it is indicated that the number of times of triggering the early warning is excessive at this time, so that the first object is determined as a target object having abnormal behavior.

In this embodiment of the present application, the number of times threshold corresponding to each first object may be determined based on the early warning rule and the historical abnormal activation data corresponding to the first object, and the early warning rule may also be determined based on the user requirement, that is, the early warning rule corresponding to each first object may be adjusted according to the adjustment of the user requirement or the change of the historical data after being determined, and the early warning rule corresponding to each first object is formulated according to the service requirement and the historical data and then stored in the server.

Because the early warning rule corresponding to each first object of the application can be expanded based on the service requirement, the requirement of the application in various service scenes is met.

In the embodiment of the application, when the first object meets the early warning rule and the total number of times of meeting the early warning rule is not more than the total number of times threshold corresponding to the first object, warning information is sent to the management terminal; the warning information is used for indicating an administrator to punish the first object.

In the embodiment of the application, the warning information is used for notifying the management terminal that the first object meets the action of the early warning rule, so that an administrator of the management terminal warns and penalizes the corresponding first object based on the warning information.

In the embodiment of the application, in each process of judging whether the first object meets the early warning rule according to the early warning information, if any one first object of the device meets the early warning rule, the early warning information is sent to the management terminal once.

In this embodiment of the present application, when the total number of times that any one object of the device satisfies the early warning rule is greater than the total number of times threshold corresponding to the object, it is indicated that a stricter method needs to be adopted to manage the first object at this time, and early warning information is not sent to the management terminal under the condition that the first object satisfies the early warning rule.

In the embodiment of the application, the marketable area of the device is determined according to the dealer identifier of the dealer of the device, and if the activation position is not located in the marketable area, the dealer is determined to meet the corresponding early warning rule.

In the embodiment of the application, since each dealer has a corresponding area allowing sales, for the dealer associated with the equipment, whether the equipment is in a channel conflict can be judged through a marketable area corresponding to the dealer and an activation area, namely whether the corresponding early warning rule is met, in the confirmation process of judging whether the early warning rule is met, the server compares the marketable area with the activation position based on the marketer identification of the dealer, and if the activation area is not located in the marketable area, the equipment is considered to be in the channel conflict, and the dealer of the equipment meets the early warning rule; if the activation area is located in the marketable area, the dealer of the device is considered to be not satisfied with the pre-warning rules.

In the embodiment of the application, according to the personnel identification of the installer and the activation completion time of the equipment, updating the first activation times of the installer in a preset time period, and if the first activation times are greater than a preset first threshold, determining that the installer meets the corresponding early warning rule.

In the embodiment of the present application, since the devices that need to be installed and activated by going up the door are distributed over each position in the corresponding area of the service station, the number of times of the activation of the door by the installer per day is generally relatively stable, and for the installer whose activation number exceeds the preset first threshold value in a unit time, there is a suspicion that the activation authority of the installer is delivered to other installers for use, so that whether the installer meets the corresponding early warning rule, that is, whether the installer uses the activation authority legally for installation and activation, is judged according to the actual first activation number and the preset first threshold value in the preset time period of the installer.

In the embodiment of the application, the preset first threshold of the installer can be determined according to the historical activation data of each installer in the preset time period of the corresponding service station, and when the first activation times of the installer in the preset time period are greater than the preset first threshold, the installer is considered to meet the corresponding early warning rule, and the possibility of illegally using the activation authority for installation activation exists; when the first activation times of the installer in the preset time period are not greater than the preset first threshold value, the installer is considered to not meet the corresponding early warning rule, and the possibility of illegal activation does not exist.

In the embodiment of the application, according to the dealer of the device and the activation completion time of the device, updating the second activation times in the preset time period of the dealer, and if the second activation times are greater than the preset second threshold, determining that the dealer meets the corresponding early warning rule.

In the embodiment of the application, since the sales data of the devices tend to be consistent with the historical sales data in most cases, the number of the sales devices in each dealer unit time does not generate large fluctuation, and the user usually activates the sales devices immediately after purchasing the devices, the actual sales situation of the dealer in the unit time can be determined based on the second activation times (i.e. the total activation times of the devices corresponding to the dealer) of the devices of the dealer in the unit time.

In the embodiment of the present application, the second threshold may be determined based on historical sales data of the dealer, and when the second activation times in the preset time period of the dealer is greater than the preset second threshold, it is considered that the dealer may have a possibility of channeling (that is, a possibility of selling the device in an unpopular area), so that the dealer satisfies the corresponding early warning rule; and when the second activation times in the preset time period of the dealer are not more than a second threshold value, the dealer is considered to meet the corresponding early warning rule.

And determining a third activation frequency of the activation position in which the equipment is activated in a preset time period according to the activation position of the equipment and the activation completion time of the equipment, and if the third activation frequency is larger than a preset third threshold value, determining that the service station meets the corresponding early warning rule.

In the embodiment of the present application, each service station is responsible for activating and installing devices in an area, however, since the devices are distributed throughout each location, there is typically no device exceeding a third threshold in a specific location, that is, the number of times the device is activated in a specific location does not exceed the third threshold, and therefore, when the number of times the device is activated in a specific location exceeds the third threshold, it is indicated that there may be a possibility that the service station corresponding to the specific location is not activated according to the activation specification.

In this embodiment of the present application, the activation location may be specific to one cell or specific to one building, the determination of the activation location range may be set according to a specific usage scenario and an actual usage situation, and the third threshold may be set according to the historical activation times of each location.

In the embodiment of the application, if the installation area of the equipment is not located in the saleable area, the dealer is determined to meet the corresponding early warning rule.

In the embodiment of the application, in order to effectively monitor the channeling behavior of the dealer, when detecting that the installation area carried in the installation application sent by the user is not in the saleable area of the dealer of the equipment to be activated, determining that the dealer accords with the early warning rule.

By monitoring the sales behavior of the dealer by detecting whether the reporting area matches the marketable area, it is possible to penalize and manage the dealer even when the dealer performs the activation-before-blow-by processing.

In the embodiment of the application, if the use position of the equipment is not located in the saleable area, the dealer is determined to meet the corresponding early warning rule.

In the embodiment of the application, the equipment to be activated may be transferred to the non-marketable area for sale and use after being activated, so that when the use position and non-use position of the equipment are detected, the dealer is determined to accord with the early warning rule.

The non-compliance sales behavior of the dealer is regulated by detecting whether the use position of the device to be activated is consistent with the marketable area of the dealer, so that the dealer can be managed rapidly when the non-compliance sales behavior of the dealer occurs.

In the embodiment of the application, when the activation position of the device generates the third activation times of device activation in the preset time period to be greater than the preset third threshold, the service station where the activation position is located is considered to have the possibility of not activating according to the activation specification, and the service station meets the preset early warning rule; and when the activation position of the equipment generates the third activation times of equipment activation within the preset time period not greater than the preset third threshold value, the service station where the activation position is located is considered to have no activation specification problem, and the service station is not full of the early warning rule.

In the embodiment of the application, when the activation position of the equipment is not located in a saleable area corresponding to a dealer, determining the total number of times that the activation position of the equipment is not located in the saleable area corresponding to the dealer, and when the total number of times is greater than a number threshold value corresponding to the dealer, determining that abnormal activation behaviors exist in the dealer, and taking the dealer as a target object for generating the abnormal activation behaviors; and when the total times is not greater than the corresponding times threshold value of the dealer, sending early warning information to the management terminal so that the management terminal warns and penalizes the dealer based on the early warning information.

In the embodiment of the application, the first activation times in the preset time period of the installer are larger than a preset first threshold value; determining that the first activation times of the installers in a preset time period are greater than the total times of the preset first threshold values, and judging that the installers have abnormal activation behaviors when the total times are greater than the times threshold values corresponding to the installers, wherein the installers are used as target objects for the abnormal activation behaviors; and under the condition that the total times is not greater than the times threshold corresponding to the installer, sending early warning information to the management terminal, so that the management terminal warns and penalizes the installer based on the early warning information.

In the embodiment of the application, under the condition that the second activation times of the dealer in the preset time period is larger than the preset second threshold value, determining the total times of occurrence of the second activation times of the dealer in the preset time period is larger than the preset second threshold value, and under the condition that the total times are larger than the second threshold value corresponding to the dealer, judging that abnormal activation behaviors exist in the dealer, and taking the dealer as a target object for the abnormal activation behaviors; and under the condition that the total times is not greater than the corresponding times threshold value of the dealer, sending early warning information to the management terminal so that the management terminal warns and penalizes the dealer based on the early warning information.

In the embodiment of the application, when the third activation times of equipment activation occurring in the activation position in the preset time period is greater than a preset third threshold value, determining the total times of the third activation times of equipment activation occurring in the activation position in the activation time period, when the total times are greater than the times threshold value corresponding to the service station, determining that abnormal activation behaviors exist in the service station, and taking the service station as a target object of the abnormal activation behaviors; and when the total times is not greater than the times threshold corresponding to the service station, sending warning information to the management terminal so that the management center warns and penalizes the service station based on the warning information.

According to the method, corresponding early warning rules are appointed for each first object associated with the equipment, the first objects meeting the early warning rules in the equipment activation process are monitored in real time through first information and the corresponding early warning rules generated in the equipment activation process, and when the times of meeting the early warning rules are not larger than the times threshold corresponding to the first objects, only the first objects are warned and penalized through the management terminal; the more severe management and control can be carried out when the number of times of meeting the early warning rule is larger than the number of times threshold corresponding to the first object, so that the effective monitoring of abnormal behaviors in the activation process is realized, corresponding measures are correspondingly executed according to the total number of times of meeting the early warning rule by the first object, and the management efficiency of equipment and the first object associated with the equipment is greatly improved.

S104, deleting the object information of the target object from a preset white list, wherein the white list comprises the object information of the object with sales and after-sales rights on the equipment.

In this embodiment of the present application, the whitelist is used to record object information of objects with sales and after-sales rights of the device, where each first object associated with the device has a whitelist, that is, the whitelist in the server is classified according to object types, for example, the whitelist is recorded with a dealer with sales rights and an installer with after-sales rights, and the whitelist may be classified into a dealer whitelist and an installer whitelist according to types, and the objects in the whitelist are classified according to types, so that the object information of the objects in the whitelist may be searched rapidly.

In the embodiment of the present application, since the abnormal behavior of the target object occurs, sales or after-sales rights of the target object to the device need to be deprived, so that the target object is managed, and after the target object having the abnormal behavior is determined through the first information, the target object is deleted from the preset white list, so that in a process of subsequently selling or after-sales the device, the target object is not allowed to sell the device to the user or arrange for after-sales service of the device by the target object.

In the embodiment of the application, the determined target object may be one or more, and when the target object includes a dealer, the server deletes the dealer from the dealer white list, so that the dealer is not supplied with goods any more, and the sales authority of the dealer to the equipment is released; when the target object comprises an installer, deleting the installer from the installer white list by the server, and releasing after-sales rights of the installer so that the installer is not required to be allocated to the user for activating and installing the equipment, wherein the installer is not required to be re-allocated for activating and installing the equipment; when the target object includes a service station, the server removes the service station from the service station white list, so that the service station no longer has after-sales rights to the device, and divides the area that the service station is responsible for allocating to other service stations.

In this embodiment of the present application, when the target object is a first installer of the device, deleting object information of the target object from a preset white list, and then further includes: and distributing the installers to the equipment to be activated corresponding to the second terminal based on the white list of the personnel information of the first installer.

In one example, the preset white list has personnel information of an installer a, an installer B and an installer C, after the installer a is determined to be a target object with abnormal behavior through first information generated in the process of equipment activation, the installer a in the preset white list is deleted to obtain a new white list including the installer B and the installer C, and when the second terminal initiates a door-on installation request, the server distributes the installer B or the installer C to install and activate the equipment to be activated of the second terminal.

In the embodiment of the application, the sales number of the dealer is updated according to the dealer of the equipment; the planned throughput of the facility is updated based on the sales amounts of the respective dealers.

In the embodiment of the application, since the equipment is immediately activated after being sold, the activation quantity of the equipment corresponding to each dealer in unit time can be determined through the information generated in the equipment activation process, so that the sales of each dealer can be determined, that is, the sales of each dealer can be monitored in real time through the first information in the equipment activation process, so that the sales capacity of each dealer can be evaluated, inventory turnover measurement of the national dealer is integrated based on the sales of each dealer, factory planning and production are dynamically arranged in real time, the planned production quantity of the equipment is updated, the company inventory is optimized, meanwhile, the occupation cost of company funds can be improved according to the inventory condition, and the logistics and storage cost are optimized.

Referring to fig. 3, a flowchart of yet another abnormal activation detection method is exemplarily shown, which is specifically as follows:

s201, receiving an activation request for equipment to be activated, which is sent by a first terminal, and indicating the first terminal to activate the equipment.

S202, determining at least one first object associated with the device according to an activation request in response to completion of activation of the device, and acquiring first information of the device in an activation process.

S203, for each first object, judging whether the first object meets the corresponding early warning rule according to the first information, and executing step S204 when the first object meets the early warning rule, otherwise, considering that the equipment activation process is not abnormal, and ending the abnormal activation detection process.

S204, judging whether the total times of the first object meeting the early warning rule is larger than a total times threshold corresponding to the first object, executing step S205 when the total times are larger than the total times threshold corresponding to the first object, and executing step S206 when the total times are not larger than the total times threshold corresponding to the first object.

S205, determining that the first object is a target object with abnormal behaviors, deleting object information of the target object from a preset white list, wherein the white list comprises object information of objects with sales and after-sales rights on equipment.

S206, sending warning information to the management terminal.

Referring to fig. 4, an interaction flow chart of a first terminal and a server of a detection method of abnormal activation is exemplarily shown, and the specific contents are as follows:

s301, the first terminal sends an activation request containing a device identifier of a device to be activated to a server.

S302, after receiving the activation request, the server sends indication information indicating activation of the activation device to the terminal.

S303, the terminal activates the equipment according to the indication, and collects first information generated in the equipment activation process.

S304, the terminal sends a device activation completion notification and first information to the server.

S305, the server determines at least one first object associated with the device according to the device identification in the activation request.

S306, the server judges whether the first object meets the corresponding early warning rule according to the first information for each first object, the server executes step S307 when the first object meets the corresponding early warning rule, and the server finishes the abnormal activation detection flow when the first object does not meet the corresponding early warning rule.

S307, the server judges whether the total times of the first object meeting the early warning rule is larger than a total times threshold corresponding to the first object, and when the total times of the first object meeting the early warning rule is larger than the total times threshold corresponding to the first object, the server executes step S308; when the total number of times the first object satisfies the pre-warning rule is not greater than the total number of times threshold corresponding to the first object, the server executes step S309.

S308, determining that the first object is a target object with abnormal behaviors, deleting object information of the target object from a preset white list, wherein the white list comprises object information of objects with sales and after-sales rights on equipment.

S309, sending warning information to the management terminal.

According to the abnormal activation detection method provided by the embodiment of the application, when an activation request sent by the first terminal is received, the first terminal directly activates the equipment, after the equipment is activated, at least one first object associated with the equipment is determined according to the activation request, and first information of the equipment in an activation process is acquired, the target object with abnormal behavior in the first object associated with the equipment is determined through the acquired first information, for the target object with abnormal behavior, the object information of the target object is deleted from a white list comprising object information of the object with sales and after-sales rights to the equipment, so that the target object does not have sales or after-sales rights to the equipment, after the equipment to be activated is activated, the first object of the equipment is monitored through the first information in the activation process, the target object with abnormal behavior can be managed and intervened in time, the abnormal behavior of the first object can be normally activated under various conditions by clients, the abnormal behavior in the activation process is effectively monitored and intervened, the activation and management efficiency of the equipment is improved, and early warning rule of the equipment is improved by the corresponding to the first object in the first process, and the early warning rule is met in the first process is met, and the early warning rule is met by the corresponding early warning rule is met; the more severe management and control can be carried out when the number of times of meeting the early warning rule is larger than the number of times threshold corresponding to the first object, so that the effective monitoring of abnormal behaviors in the activation process is realized, corresponding measures are correspondingly executed according to the total number of times of meeting the early warning rule by the first object, and the management efficiency of equipment and the first object associated with the equipment is greatly improved. In addition, the efficiency of each dealer is monitored in real time and the planned production scheduling of the factory is dynamically arranged in real time through the acquired first information, the planned production of equipment is updated, the company inventory is optimized, meanwhile, the occupation cost of company funds can be improved according to the inventory condition, and the logistics and storage cost is optimized.

An embodiment of the present application provides an abnormally activated detection apparatus, as shown in fig. 5, the abnormally activated detection apparatus 50 may include: a receiving module 501, a first determining module 502, a second determining module 503, and a deleting module 504, wherein,

a receiving module 501, configured to receive an activation request sent by a first terminal for a device to be activated, and instruct the first terminal to activate the device;

a first determining module 502, configured to determine, according to an activation request, at least one first object associated with the device and obtain first information of the device in an activation process in response to completion of activation of the device;

a second determining module 503, configured to determine, from at least one first object, a target object in which abnormal behavior occurs, according to the first information;

a deleting module 504, configured to delete the object information of the target object from a preset white list, where the white list includes the object information of the object having sales and after-sales rights on the device.

According to the abnormal activation detection device provided by the embodiment of the invention, when the activation request sent by the first terminal is received, the first terminal directly activates the equipment, after the equipment is activated, at least one first object associated with the equipment is determined according to the activation request, and the first information of the equipment in the activation process is acquired, the target object with abnormal behaviors in the first object associated with the equipment is determined according to the acquired first information, and for the target object with abnormal behaviors, the object information of the target object is deleted from the white list containing the object information of the object with sales and after-sales rights on the equipment, so that the target object does not have the sales or after-sales rights on the equipment any more, and after the equipment to be activated is activated, the first object of the equipment is monitored through the first information in the activation process, so that the target object with abnormal behaviors can be managed and intervened in time, the abnormal behaviors of the customer can be normally activated under various conditions, the abnormal behaviors in the activation process can be effectively monitored and intervened, the efficiency of the equipment is improved, and the terminal user experience is improved.

The apparatus of the embodiments of the present application may perform the method provided by the embodiments of the present application, and implementation principles of the method are similar, and actions performed by each module in the apparatus of each embodiment of the present application correspond to steps in the method of each embodiment of the present application, and detailed functional descriptions of each module of the apparatus may be referred to in the corresponding method shown in the foregoing, which is not repeated herein.

Further, in one possible implementation, the first object includes at least one of:

a distributor of the device;

an installer of the device;

assigning a service station for an installer;

the first information includes at least one of:

an activation position of the device;

a personnel identification of an installer of the device;

the activation completion time of the device;

dealer identification of the dealer of the device.

In another possible implementation, the second determining module includes:

An electronic device (computer apparatus/device/system) is provided in an embodiment of the present application, including a memory, a processor, and a computer program stored on the memory, where the processor executes the steps of the method for detecting abnormal activation, and the steps are implemented compared with the related art: the method comprises the steps that when an activation request sent by a first terminal is received, the first terminal directly activates equipment, at least one first object associated with the equipment is determined according to the activation request after the equipment is activated, first information of the equipment in an activation process is obtained, a target object with abnormal behaviors in the first object associated with the equipment is determined through the obtained first information, for the target object with the abnormal behaviors, the object information of the target object is deleted from a white list containing object information of the object with sales and after-sales rights on the equipment, so that the target object does not have sales or after-sales rights on the equipment any more, and after the equipment to be activated is activated, the first object of the equipment is monitored through the first information in the activation process, the target object with the abnormal behaviors can be managed and intervened in time, so that the abnormal behaviors of the equipment can be normally activated by clients under various conditions, the abnormal behaviors in the activation process can be effectively monitored and intervened, the equipment activation and management efficiency is improved, and the terminal user experience is improved.

In an alternative embodiment, an electronic device is provided, as shown in fig. 6, the electronic device 4000 shown in fig. 6 includes: a processor 4001 and a memory 4003. Wherein the processor 4001 is coupled to the memory 4003, such as via a bus 4002. Optionally, the electronic device 4000 may further comprise a transceiver 4004, the transceiver 4004 may be used for data interaction between the electronic device and other electronic devices, such as transmission of data and/or reception of data, etc. It should be noted that, in practical applications, the transceiver 4004 is not limited to one, and the structure of the electronic device 4000 is not limited to the embodiment of the present application.

The processor 4001 may be a CPU (Central Processing Unit ), general purpose processor, DSP (Digital Signal Processor, data signal processor), ASIC (Application Specific Integrated Circuit ), FPGA (Field Programmable Gate Array, field programmable gate array) or other programmable logic device, transistor logic device, hardware components, or any combination thereof. Which may implement or perform the various exemplary logic blocks, modules, and circuits described in connection with this disclosure. The processor 4001 may also be a combination that implements computing functionality, e.g., comprising one or more microprocessor combinations, a combination of a DSP and a microprocessor, etc.

Bus 4002 may include a path to transfer information between the aforementioned components. Bus 4002 may be a PCI (Peripheral Component Interconnect, peripheral component interconnect standard) bus or an EISA (Extended Industry Standard Architecture ) bus, or the like. The bus 4002 can be divided into an address bus, a data bus, a control bus, and the like. For ease of illustration, only one thick line is shown in fig. 6, but not only one bus or one type of bus.

Memory 4003 may be, but is not limited to, ROM (Read Only Memory) or other type of static storage device that can store static information and instructions, RAM (Random Access Memory ) or other type of dynamic storage device that can store information and instructions, EEPROM (Electrically Erasable Programmable Read Only Memory ), CD-ROM (Compact Disc Read Only Memory, compact disc Read Only Memory) or other optical disk storage, optical disk storage (including compact discs, laser discs, optical discs, digital versatile discs, blu-ray discs, etc.), magnetic disk storage media, other magnetic storage devices, or any other medium that can be used to carry or store a computer program and that can be Read by a computer.

The memory 4003 is used for storing a computer program that executes an embodiment of the present application, and is controlled to be executed by the processor 4001. The processor 4001 is configured to execute a computer program stored in the memory 4003 to realize the steps shown in the foregoing method embodiment.

Among them, the electronic device package may include, but is not limited to, mobile terminals such as mobile phones, notebook computers, digital broadcast receivers, PDAs (personal digital assistants), PADs (tablet computers), PMPs (portable multimedia players), in-vehicle terminals (e.g., in-vehicle navigation terminals), and the like, and stationary terminals such as digital TVs, desktop computers, and the like. The electronic device shown in fig. 6 is merely an example, and should not impose any limitations on the functionality and scope of use of embodiments of the present disclosure.

Embodiments of the present application provide a computer readable storage medium having a computer program stored thereon, where the computer program, when executed by a processor, may implement the steps and corresponding content of the foregoing method embodiments. Compared with the prior art, can realize: the method comprises the steps that when an activation request sent by a first terminal is received, the first terminal directly activates equipment, at least one first object associated with the equipment is determined according to the activation request after the equipment is activated, first information of the equipment in an activation process is obtained, a target object with abnormal behaviors in the first object associated with the equipment is determined through the obtained first information, for the target object with the abnormal behaviors, the object information of the target object is deleted from a white list containing object information of the object with sales and after-sales rights on the equipment, so that the target object does not have sales or after-sales rights on the equipment any more, and after the equipment to be activated is activated, the first object of the equipment is monitored through the first information in the activation process, the target object with the abnormal behaviors can be managed and intervened in time, so that the abnormal behaviors of the equipment can be normally activated by clients under various conditions, the abnormal behaviors in the activation process can be effectively monitored and intervened, the equipment activation and management efficiency is improved, and the terminal user experience is improved.

It should be noted that the computer readable medium described in the present disclosure may be a computer readable signal medium or a computer readable medium, or any combination of the two. The computer readable storage medium can be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or a combination of any of the foregoing. More specific examples of the computer-readable storage medium may include, but are not limited to: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a read-only memory (ROM), an erasable programmable read-only memory (EPROM or flash memory), an optical fiber, a portable compact disc read-only memory (CD-ROM), an optical storage device, a magnetic storage device, or any suitable combination of the foregoing. In the context of this disclosure, a computer-readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device. In the present disclosure, however, the computer-readable signal medium may include a data signal propagated in baseband or as part of a carrier wave, with the computer-readable program code embodied therein. Such a propagated data signal may take any of a variety of forms, including, but not limited to, electro-magnetic, optical, or any suitable combination of the foregoing. A computer readable signal medium may also be any computer readable medium that is not a computer readable storage medium and that can communicate, propagate, or transport a program for use by or in connection with an instruction execution system, apparatus, or device. Program code embodied on a computer readable medium may be transmitted using any appropriate medium, including but not limited to: electrical wires, fiber optic cables, RF (radio frequency), and the like, or any suitable combination of the foregoing.

The embodiments of the present application also provide a computer program product, which includes a computer program, where the computer program can implement the steps of the foregoing method embodiments and corresponding content when executed by a processor. Compared with the prior art, can realize:

the method comprises the steps that when an activation request sent by a first terminal is received, the first terminal directly activates equipment, at least one first object associated with the equipment is determined according to the activation request after the equipment is activated, first information of the equipment in an activation process is obtained, a target object with abnormal behaviors in the first object associated with the equipment is determined through the obtained first information, for the target object with the abnormal behaviors, the object information of the target object is deleted from a white list containing object information of the object with sales and after-sales rights on the equipment, so that the target object does not have sales or after-sales rights on the equipment any more, and after the equipment to be activated is activated, the first object of the equipment is monitored through the first information in the activation process, the target object with the abnormal behaviors can be managed and intervened in time, so that the abnormal behaviors of the equipment can be normally activated by clients under various conditions, the abnormal behaviors in the activation process can be effectively monitored and intervened, the equipment activation and management efficiency is improved, and the terminal user experience is improved.

The terms "first," "second," "third," "fourth," "1," "2," and the like in the description and in the claims of this application and in the above-described figures, if any, are used for distinguishing between similar objects and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used may be interchanged where appropriate such that the embodiments of the present application described herein may be implemented in other sequences than those illustrated or otherwise described.

It should be understood that, although the flowcharts of the embodiments of the present application indicate the respective operation steps by arrows, the order of implementation of these steps is not limited to the order indicated by the arrows. In some implementations of embodiments of the present application, the implementation steps in the flowcharts may be performed in other orders as desired, unless explicitly stated herein. Furthermore, some or all of the steps in the flowcharts may include multiple sub-steps or multiple stages based on the actual implementation scenario. Some or all of these sub-steps or phases may be performed at the same time, or each of these sub-steps or phases may be performed at different times, respectively. In the case of different execution time, the execution sequence of the sub-steps or stages may be flexibly configured according to the requirement, which is not limited in the embodiment of the present application.

The foregoing is merely an optional implementation manner of some implementation scenarios of the present application, and it should be noted that, for those skilled in the art, other similar implementation manners based on the technical ideas of the present application are adopted without departing from the technical ideas of the solution of the present application, which also belongs to the protection scope of the embodiments of the present application.

Claims

1. The abnormal activation detection method is characterized by being applied to a server and comprising the following steps:

responding to the completion of the activation of the equipment, determining at least one first object associated with the equipment according to an activation request, and acquiring first information of the equipment in the activation process;

determining a target object with abnormal behavior from the at least one first object according to the first information;

and deleting the object information of the target object from a preset white list, wherein the white list comprises the object information of the object with sales and after-sales rights on equipment.

2. The method for detecting abnormal activation according to claim 1, wherein the determining a target object for which abnormal behavior occurs from the at least one first object according to the first information comprises:

Judging whether each first object meets a corresponding early warning rule according to the first information;

and determining the first object as a target object with abnormal behaviors under the condition that the first object meets the early warning rule and the total times of meeting the early warning rule is larger than the total times threshold corresponding to the first object.

3. The method of detecting abnormal activation according to claim 2, wherein the first object comprises at least one of:

a dealer of the device;

an installer of the apparatus;

assigning a service station for the installer;

the first information includes at least one of:

an activated position of the device;

a personnel identification of an installer of the device;

the activation completion time of the device;

a dealer identity of a dealer of the device;

a newspaper loading area of the device;

the use position of the device.

4. The method for detecting abnormal activation according to claim 3, wherein for each first object, determining that the first object meets a corresponding pre-warning rule according to the first information includes:

determining a marketable area of the equipment according to a dealer identifier of a dealer of the equipment, and determining that the dealer meets corresponding early warning rules if the activation position is not located in the marketable area;

Updating a first activation time in a preset time period of the installer according to the personnel identification of the installer and the activation completion time of the equipment, and if the first activation time is greater than a preset first threshold, determining that the installer meets a corresponding early warning rule;

updating a second activation time in a preset time period of the dealer according to the dealer of the equipment and the activation completion time of the equipment, and if the second activation time is larger than a preset second threshold value, determining that the dealer meets a corresponding early warning rule;

determining a third activation frequency of equipment activation occurring in the activation position within a preset time period according to the activation position of the equipment and the activation completion time of the equipment, and if the third activation frequency is greater than a preset third threshold value, determining that the service station meets a corresponding early warning rule;

5. The method for detecting abnormal activation according to claim 2, wherein for each first object, determining whether the first object meets a corresponding pre-warning rule according to the first information further comprises:

Sending warning information to a management terminal under the condition that the first object meets the early warning rule and the total times of meeting the early warning rule is not more than a total times threshold corresponding to the first object;

6. The abnormal activation detection method according to claim 3, wherein when the target object is a first installer of the device, the deleting object information of the target object from a preset white list further comprises:

and distributing the installers to the equipment to be activated corresponding to the second terminal based on the white list of the personnel information of the first installer.

7. The method for detecting abnormal activation according to claim 3, wherein said receiving the first information of the device uploaded by the terminal further comprises:

updating the sales quantity of the dealer according to the dealer of the equipment;

the planned throughput of the apparatus is updated based on the sales amounts of the respective dealers.

8. An abnormal activation detection device, applied to a server, comprising:

The device comprises a receiving module, a first terminal and a second terminal, wherein the receiving module is used for receiving an activation request for equipment to be activated, which is sent by the first terminal, and indicating the first terminal to activate the equipment;

the first determining module is used for determining at least one first object associated with the equipment according to an activation request and acquiring first information of the equipment in an activation process in response to the completion of the activation of the equipment;

the second determining module is used for determining a target object with abnormal behaviors from the at least one first object according to the first information;

9. An electronic device comprising a memory, a processor and a computer program stored on the memory, characterized in that the processor executes the computer program to carry out the steps of the method according to any one of claims 1-7.

10. A computer readable storage medium, on which a computer program is stored, characterized in that the computer program, when being executed by a processor, implements the steps of the method according to any of claims 1-7.