CN117459391A

CN117459391A - Application updating method, device, computer equipment and readable storage medium

Info

Publication number: CN117459391A
Application number: CN202311223511.5A
Authority: CN
Inventors: 刘晓霞; 李驰; 杨黎
Original assignee: Bank of China Ltd
Current assignee: Bank of China Ltd
Priority date: 2023-09-21
Filing date: 2023-09-21
Publication date: 2024-01-26

Abstract

The application relates to an application updating method, an application updating device, computer equipment, a storage medium and a computer program product, and relates to the technical field of Internet. The method comprises the following steps: acquiring a first terminal of an unexplored target application, and user behavior characteristics aiming at the target application in the first terminal; based on the user behavior characteristics, matching a second terminal which has similar behavior characteristics and has updated the target application; generating a data sharing instruction based on a matching relationship between the first terminal and the second terminal; and sending the data sharing instruction to the first terminal, wherein the data sharing instruction is used for indicating the first terminal to obtain the updated data of the target application from the second terminal. By adopting the method, the application updating efficiency can be improved.

Description

Application updating method, device, computer equipment and readable storage medium

Technical Field

The present application relates to the field of internet technology, and in particular, to an application update method, an application update apparatus, a computer device, a storage medium, and a computer program product.

Background

With the development of intelligent terminals, various applications running on the intelligent terminals are greatly increased in number and variety. With the increase of the number and variety of applications of intelligent terminals, continuous updating of applications is indispensable for bringing better experience to users.

The existing method for updating the application on the terminal mainly comprises the steps that a user manually selects the application to be updated so as to trigger the update, so that the user is required to monitor the update request of the application in time, however, in the actual process, the user is difficult to pay attention to whether the application needs to be updated or not at any time, so that the terminal application is easy to ignore or forget by the user and cannot be updated in time, and the current application updating efficiency is low.

Disclosure of Invention

In view of the foregoing, it is desirable to provide an application update method, apparatus, computer device, computer-readable storage medium, and computer program product that can improve the efficiency of application update.

In a first aspect, the present application provides an application update method. The method comprises the following steps:

acquiring a first terminal of an unexplored target application, and user behavior characteristics aiming at the target application in the first terminal; based on the user behavior characteristics, matching a second terminal which has similar behavior characteristics and has updated the target application; generating a data sharing instruction based on a matching relationship between the first terminal and the second terminal; and sending the data sharing instruction to the first terminal, wherein the data sharing instruction is used for indicating the first terminal to obtain the updated data of the target application from the second terminal.

In an embodiment, the matching the second terminal having similar behavior characteristics and having updated the target application based on the user behavior characteristics includes: calculating the feature similarity between the behavior features of the user and the behavior features of other users; if the feature similarity exceeds a preset similarity threshold, determining the corresponding user as a candidate user; and acquiring the target position of the candidate user, and matching a second terminal which has updated the target application based on the target position.

In an embodiment, the obtaining the target location of the candidate user, based on the target location matching, the second terminal that has updated the target application includes: acquiring a current position corresponding to the first terminal and a position distance between the current position and the target position; screening target users with the position distance within a preset distance range from the candidate user seeds based on the position distance; and if the update state of the target application in the user terminal of the target user is updated, the user terminal of the target user is used as the second terminal.

In an embodiment, the calculating the feature similarity between the behavior feature of the user and the behavior feature of the other user includes: performing feature fusion on the behavior features of the user and the behavior features of the other users to obtain a target behavior feature set; and acquiring characteristic parameters of the target behavior characteristic set, and generating characteristic similarity corresponding to the target behavior characteristic set based on the characteristic parameters.

In an embodiment, if the update status of the target application in the user terminal of the target user is updated, the step of using the user terminal of the target user as the second terminal includes: acquiring current version information of the target application in a user terminal of the target user, wherein the current version information comprises a current version number and current version application data; performing consistency detection on the current version number and the latest version number of the target application to obtain a version number consistency detection result; performing consistency detection on the current version application data and the latest version application data of the target application to obtain an application data consistency detection result; and if the version number consistency detection result and the application data consistency detection result are both consistent, judging that the updating state of the target application is updated, and taking the user terminal of the second target user as the second terminal.

In an embodiment, the generating the data sharing instruction based on the matching relationship between the first terminal and the second terminal includes: acquiring terminal attribute information of the second terminal based on a matching relationship between the first terminal and the second terminal; encrypting the terminal attribute information to obtain encrypted target attribute information; and generating the data sharing instruction based on the target attribute information.

In a second aspect, the application updating device is further provided. The device comprises:

determining a first terminal module, wherein the first terminal module is used for acquiring a first terminal of an unexplored target application and user behavior characteristics aiming at the target application in the first terminal;

a second terminal module for matching a second terminal having similar behavior characteristics and having updated the target application based on the user behavior characteristics;

the data sharing instruction generation module is used for generating a data sharing instruction based on the matching relationship between the first terminal and the second terminal;

and the instruction sending module is used for sending the data sharing instruction to the first terminal, wherein the data sharing instruction is used for indicating the first terminal to obtain the update data of the target application from the second terminal.

In a third aspect, the present application also provides a computer device. The computer device comprises a memory storing a computer program and a processor which when executing the computer program performs the steps of:

In a fourth aspect, the present application also provides a computer-readable storage medium. The computer readable storage medium having stored thereon a computer program which when executed by a processor performs the steps of:

In a fifth aspect, the present application also provides a computer program product. The computer program product comprises a computer program which, when executed by a processor, implements the steps of:

Compared with the mode that the user manually selects the application to be updated to trigger the application update at present, the application updating method, device, computer equipment, storage medium and computer program product can monitor the terminal needing to update the target application in time by automatically acquiring the first terminal of the target application which is not updated and the user behavior characteristics of the first terminal aiming at the target application, and the user does not need to pay attention to the updating request of the application at any time; and then, based on the user behavior characteristics, matching a second terminal which has similar behavior characteristics and has updated the target application, namely, the second terminal and the first terminal have similar user behavior characteristics, wherein the second terminal and the first terminal also use the same update data for the target application, so that a data sharing instruction is generated based on the matching relationship between the first terminal and the second terminal, and the data sharing instruction is sent to the first terminal to instruct the first terminal to obtain the update data of the target application from the second terminal. According to the method and the device, the application is automatically updated by utilizing the update data sharing between the first terminal and the second terminal, the monitoring frequency of the user to the application is reduced, the application is ensured to be updated in time, and therefore the application updating efficiency is improved.

Drawings

FIG. 1 is a schematic diagram of an application scenario in which an update method is applied in one embodiment;

FIG. 2 is a flow diagram of an application update method in one embodiment;

FIG. 3 is a flow chart illustrating feature similarity comparison in one embodiment;

FIG. 4 is a schematic flow chart of position contrast in one embodiment;

FIG. 5 is a flow chart of computing feature similarity in one embodiment;

FIG. 6 is a flow diagram of current version information consistency detection in one embodiment;

FIG. 7 is a schematic flow chart of a terminal attribute information encryption process in one embodiment;

FIG. 8 is a block diagram of an application update device in one embodiment;

fig. 9 is an internal structural diagram of a computer device in one embodiment.

Detailed Description

In order to make the objects, technical solutions and advantages of the present application more apparent, the present application will be further described in detail with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the present application.

The application updating method provided by the embodiment of the disclosure can be applied to an application environment as shown in fig. 1. The execution body may be a control server 102, and the control server 102 may be connected to the first terminal 104 and the second terminal 106, where the control server 102 is capable of monitoring an update status of the target application in each terminal, and issuing a data sharing instruction to the first terminal 102. Specifically, the control server 102 firstly obtains a first terminal 104 that does not update a target application, and user behavior features of the first terminal 104 for the target application, then matches a second terminal 106 that has similar behavior features and has updated the target application based on the user behavior features, then generates a data sharing instruction based on a matching relationship between the first terminal 104 and the second terminal 106, and finally sends the data sharing instruction to the first terminal 104, where the data sharing instruction is used to instruct the first terminal 104 to obtain updated data of the target application from the second terminal 106. The application is automatically updated by using the update data sharing between the first terminal 104 and the second terminal 106, so that the monitoring frequency of a user to the target application is reduced, the target application is ensured to be updated in time, and the application updating efficiency is improved.

The control server 102 may be implemented by an independent server or a server cluster formed by a plurality of servers; the first terminal 104 and the second terminal 106 may each be, but are not limited to, various smart phones, smart POS (Point of sale) terminals, portable wearable devices, and the like. The portable wearable device may be a smart watch, smart bracelet, headset, or the like.

In one embodiment, as shown in fig. 2, an application update method is provided, and the method is applied to the control server 104 in fig. 1 for illustration. The method comprises the following steps:

step S202, a first terminal of a target application which is not updated is obtained, and user behavior characteristics aiming at the target application in the first terminal are obtained.

Wherein, the target application refers to a software application installed on a terminal, and the terminal can comprise a first terminal and a second terminal; the first terminal is a terminal which does not update the target application; the user behavior feature refers to a behavior feature generated based on user usage data of the target application in the first terminal, and may include a login behavior feature, an evaluation behavior feature, a frequency of use behavior feature, a subscription behavior feature, and the like, and the user usage data refers to data of the user of the first terminal when using the target application, and may include usage habits, daily usage frequency, month usage frequency, application evaluation, login times, subscription times, and the like.

Specifically, the control server can monitor the update state of the target application in each terminal in real time, when the target application is in an un-updated state in the first terminal, determine the first terminal, and acquire the user behavior characteristics about the target application in the first terminal, namely, login behavior characteristics, evaluation behavior characteristics, frequency of use behavior characteristics, subscription behavior characteristics and the like.

As an example, the control server may store the user behavior feature of the first terminal in advance based on the unique identifier of the first terminal, such as a mobile phone number or a terminal serial number, and when the first terminal that does not update the target application is obtained, the user behavior feature corresponding to the first terminal may be quickly queried directly according to the unique identifier of the first terminal.

Step S204, based on the user behavior characteristics, a second terminal which has similar behavior characteristics and has updated the target application is matched.

The similar behavior features refer to behavior features of other users with similar relationships with the user behavior features, and the similar relationships refer to that feature similarity between the user behavior features and the behavior features of other users exceeds a preset similarity threshold; the second terminal refers to a terminal that has updated the target application, and the second terminal may be configured to send update data of the target application to the first terminal.

As an example, the user behavior characteristics of the second terminal have a similar relationship to the user behavior characteristics of the first terminal, i.e. the user usage data of the second terminal user when using the target application is similar to the user usage data of the first terminal user when using the target application.

For example, if the number of times of login of the first terminal user using the target application reaches one hundred times, and the number of times of login of the second terminal user using the target application reaches one hundred times, the user usage data of the first terminal and the second terminal are considered to be similar, that is, the user behavior characteristics of the first terminal and the similar behavior characteristics of the second terminal are considered to have a similar relationship. For another example, the daily frequency of use of the target application by the first terminal user is 10-15 times, and the daily frequency of use of the target application by the second terminal user is also 10-15 times, which also considers that the user usage data of the first terminal and the second terminal are similar, that is, the user behavior characteristics of the first terminal and the similar behavior characteristics of the second terminal have a similar relationship.

Specifically, after the control server obtains the user behavior feature of the first terminal, the behavior features of other users having a similar relationship with the user behavior feature can be matched based on the user behavior feature and a preset similarity threshold, so as to determine a second terminal which corresponds to the behavior feature of the other users and has updated the target application.

Step S206, generating a data sharing instruction based on the matching relationship between the first terminal and the second terminal.

The matching relationship means that a similar relationship exists between the first terminal and the second terminal, that is, a similar relationship exists between the user behavior characteristic of the first terminal and the similar behavior characteristic of the second terminal; the data sharing instruction refers to an instruction for the first terminal to share data with the second terminal, and can be used for indicating the first terminal to obtain updated data of the target application from the second terminal.

As an example, the update data of the target application may refer to a function to be updated, content to be updated, an update version number, bug fixes, and the like of the target application.

Specifically, after the control server is matched with the second terminal, the control server obtains terminal attribute information of the second terminal according to a similar relation between the first terminal and the second terminal, wherein the terminal attribute information of the second terminal refers to basic attribute information of the second terminal and can be information such as a mobile phone number, a serial number, a terminal model and the like of the second terminal, so that a corresponding data sharing instruction is generated based on the terminal attribute information of the second terminal.

Step S208, sending the data sharing instruction to the first terminal.

Specifically, after the control server generates the data sharing instruction, the control server sends the data sharing instruction to the first terminal, so as to instruct the first terminal to obtain the update data of the target application from the second terminal.

In an example, the first terminal obtains terminal attribute information such as a mobile phone number, a serial number, a terminal model number and the like of the second terminal based on the data sharing instruction, and sends a communication connection request to the second terminal according to the terminal attribute information to request to establish a communication network with the second terminal so as to facilitate subsequent data transmission, when receiving a signal returned by the second terminal and agreeing to establish the communication network, the first terminal sends a data sharing request to the second terminal based on the communication network to request to obtain update data about a target application in the second terminal, and the second terminal returns the update data to the first terminal based on the data sharing request, so that the first terminal can update the target application according to the update data.

In an example, the connection manner of the communication network between the first terminal and the second terminal may include, but is not limited to, a bluetooth connection, a 5G connection, a 4G connection, a 3G connection, and the like.

Compared with the mode that the user manually selects the application to be updated to trigger the application update at present, the method has the advantages that firstly, the terminal needing to update the target application can be monitored in time by automatically acquiring the first terminal of the target application which is not updated according to the first terminal of the target application which is not updated and the user behavior characteristics of the target application in the first terminal, and the user does not need to pay attention to the update request of the application at any time; and then, based on the user behavior characteristics, matching a second terminal which has similar behavior characteristics and has updated the target application, namely, the second terminal and the first terminal have similar user behavior characteristics, wherein the second terminal and the first terminal also use the same update data for the target application, so that a data sharing instruction is generated based on the matching relationship between the first terminal and the second terminal, and the data sharing instruction is sent to the first terminal to instruct the first terminal to obtain the update data of the target application from the second terminal. According to the scheme, the application is automatically updated by utilizing the update data sharing between the first terminal and the second terminal, so that the monitoring frequency of a user to the application is reduced, the application is ensured to be updated in time, and the application updating efficiency is improved.

In one embodiment, as shown in fig. 3, the matching the second terminal having similar behavior characteristics and having updated the target application based on the user behavior characteristics includes:

step S302, calculating the feature similarity between the user behavior features and the behavior features of other users.

The feature similarity refers to similarity between behavior features of a user and behavior features of other users.

Specifically, after the control server obtains the behavior characteristics of the user and the behavior characteristics of other users similar to the behavior characteristics of the user, the control server can perform feature fusion on the behavior characteristics of the user and the behavior characteristics of the other users to obtain a target feature set, so as to calculate the feature parameters of the target feature set, and further calculate the similarity between the behavior characteristics of the user and the behavior characteristics of the other users according to the feature parameters.

Step S304, if the feature similarity exceeds a preset similarity threshold, determining the corresponding user as a candidate user.

The preset similarity threshold value refers to a preset similarity demarcation value, namely, feature similarity exceeding the similarity demarcation value, efficient data sharing can be performed between the corresponding second terminal and the first terminal, and feature similarity lower than the similarity demarcation value indicates that the similarity between the user behavior feature of the corresponding first terminal and the user behavior feature of the second terminal is lower, namely, the usage data of the target application by the first terminal user and the usage data of the target application by the second terminal user have larger difference, so that the accuracy of data sharing is lower; the candidate users refer to users corresponding to the behavior characteristics of other users similar to the behavior characteristics of the users.

As an example, the preset similarity threshold may be set by the relevant personnel according to experience or according to the actual application scenario.

Specifically, whether the feature similarity exceeds a preset similarity threshold is detected, if the feature similarity exceeds the preset similarity threshold, it is stated that a similarity relationship exists between the user behavior feature of the first terminal corresponding to the feature similarity and the user behavior feature of the second terminal, that is, the user usage data of the first terminal user when using the target application is similar to the user usage data of the second terminal user when using the target application, and at least one candidate user corresponding to the behavior feature of the other user is screened out. In this case, the behavior features of the candidate users only have a similar relationship with the user behavior features of the first terminal, and in order to further improve the application update efficiency, the positions between the terminals need to be considered.

And step S306, obtaining the target position of the candidate user, and updating the second terminal of the target application based on the target position matching.

The target position refers to the current real-time position of the user terminal of the candidate user.

Specifically, after the control server screens out each candidate user, the current position of the user terminal of each candidate user may be located in real time, so that the second terminal of the updated target application is screened out from the user terminals of each candidate user according to the current position of the user terminal of each candidate user and the current position of the first terminal.

In this embodiment, considering that there may be a plurality of behavior features of other users similar to the behavior feature of the user of the first terminal, by calculating the feature similarity between the behavior feature of the user and the behavior feature of the other users, and determining whether the feature similarity exceeds a preset similarity threshold, if so, determining that the corresponding user is a candidate user, that is, performing user filtering by using the feature similarity, and then determining the second terminal according to the target position of the candidate user, that is, performing secondary filtering by using the target position, thereby ensuring that the obtained second terminal is an optimal terminal for performing data sharing with the first terminal, that is, meeting the condition of the feature similarity and also meeting the position condition, so that the application efficiency and accuracy can be improved.

In one embodiment, as shown in fig. 4, the obtaining the target location of the candidate user, and matching the second terminal that has updated the target application based on the target location, includes:

step S402, obtaining a current position corresponding to the first terminal and a position distance between the current position and the target position.

Wherein the position distance refers to a position difference between the current position and the target position.

Specifically, a self-contained positioning function of the first terminal can be called to obtain the current position of the first terminal, wherein the self-contained positioning function of the first terminal can be GPS (Global Positioning System ) positioning, WI-FI positioning, bluetooth positioning and the like. And carrying out position difference between the current position of the first terminal and the target position of each candidate user to obtain each position difference value.

And step S404, screening target users with the position distances within a preset distance range from the candidate users based on the position distances.

The preset distance range refers to a distance capable of transmitting updated data by the terminal. Since the data transmission is closely related to the terminal position, if the two terminal positions are too far or exceed the distance capable of transmitting the update data, the efficiency of the first terminal for acquiring the update data from the second terminal is affected, that is, the first terminal can not receive the update data or can receive the update data for too long.

Specifically, after the position difference between the current position of the first terminal and the target position of each candidate user is obtained, whether each position difference is within a preset distance range or not is detected, that is, whether the user terminal corresponding to each candidate user can send the update data of the target application to the first terminal is detected, if each position difference is not within the preset distance range, it is indicated that the user terminal corresponding to the candidate user cannot send the update data to the first terminal, and then the candidate user is removed. If the difference values of the positions are within the preset distance range, the user terminal corresponding to the candidate user can send update data to the first terminal, the candidate user is taken as a target user, whether the target application is updated in the user terminal of the target user or not is required to be detected after the target user is determined, and data sharing performed by the user terminal without updating the target application is meaningless.

As an example, when there are a plurality of candidate users whose position distances are within a preset distance range, a candidate user whose position difference is the smallest most recently may also be selected as the target user.

Step S406, if the update status of the target application in the user terminal of the target user is updated, the user terminal of the target user is taken as the second terminal.

The updated state refers to a state of the current update of the target application, and can be divided into updated and non-updated states.

Specifically, the control server detects the update state of the target application in the user terminal of the target user, if the update state is not updated, the user terminal of the target user is removed, and if the update state is updated, the user terminal of the target user is used as the second terminal.

As an example, if there is only one user terminal of the target user and the target application is not updated at this time, the control server may re-match the terminals until a second terminal capable of data sharing is matched. If there are multiple user terminals of the target user updated with the target application at this time, the second terminal is selected based on a contention mechanism between the terminals, where the contention mechanism may refer to a mechanism for performing data transmission between user terminals of each target user according to their own capabilities, that is, the user terminal of the target user that preferentially receives the data sharing request sent by the first terminal may be used as the second terminal.

In this embodiment, the current position corresponding to the first terminal and the position distance between the current position and the target position are obtained, and the target user whose position distance is within a preset distance range is selected from the candidate users based on the position distance, and if the update state of the target application in the user terminal of the target user is updated, the user terminal of the target user is used as the second terminal. The method and the device for the data sharing of the first terminal have the advantages that the optimal terminal for carrying out subsequent data sharing is screened out, the efficiency of acquiring updated data of the target application from the second terminal by the first terminal is guaranteed, and further the application updating efficiency is improved.

In one embodiment, as shown in fig. 5, the calculating the feature similarity between the behavior feature of the user and the behavior feature of the other user includes:

step S502, performing feature fusion on the behavior features of the user and the behavior features of the other users to obtain a target behavior feature set.

The feature fusion means filtering and recombining the behavior features of the user and the behavior features of other users, and because the behavior features of the user and the behavior features of other users can be any plurality of the behavior features, some of the behavior features are redundant for the embodiment of the invention, the behavior features of the user and the behavior features of other users need to be filtered and recombined so as to obtain a target behavior feature set; the target behavior feature set refers to a feature set obtained after filtering and reorganizing the behavior features of the user and the behavior features of other users.

Specifically, a preset standard behavior feature is obtained, where the standard behavior feature refers to a representative behavior feature describing a user when using a target application, for example, there are a plurality of behavior features in the process of using the target application by the user, such as a volume feature, a picture size feature, a click feature of a certain title, etc. when using the application, these features all have a certain contingency, and the feature similarity between the behavior feature of the user and the behavior features of other users is not representative, so that the accuracy of matching of subsequent terminals is affected, and the accuracy of updating the application is affected. Filtering the behavior characteristics of the user and the behavior characteristics of other users based on the standard behavior characteristics, removing useless behavior characteristics, and then combining the rest behavior characteristics to obtain a target behavior characteristic set.

As one example, standard behavioral characteristics may be response set based on a characteristic similarity calculation method.

Step S504, obtaining feature parameters of the target behavior feature set, and generating feature similarity corresponding to the target behavior feature set based on the feature parameters.

The characteristic parameters refer to maximum likelihood estimation parameters of the target behavior characteristic set.

Specifically, a target behavior feature set is input into a pre-established generalized linear model, a maximum likelihood estimation value of the generalized linear model and a maximum likelihood estimation parameter of the maximum likelihood estimation value are calculated, wherein the generalized linear model is an extension of the linear model, the generalized linear model can reveal hidden similarity relations among features, and the defect that nonlinear relations exist among the features is overcome; converting the maximum likelihood estimation parameters into parameter vectors, converting each feature value in the target behavior feature set into feature vectors, calculating an inner product between the parameter vectors and the feature vectors, and taking the inner product as the feature similarity of the target behavior feature set.

In the embodiment of the invention, the behavior features of the user and the behavior features of other users are filtered and fused so as to delete redundant behavior features, a target behavior feature set obtained after fusion is input into a generalized linear model, and the feature similarity of the target feature set is output. The defect that nonlinear relation exists between the features is overcome, so that the calculation efficiency of the feature similarity is improved, and the efficiency of subsequent application updating is further improved.

In one embodiment, as shown in fig. 6, if the update status of the target application in the user terminal of the target user is updated, the step of using the user terminal of the target user as the second terminal includes:

step S602, obtaining current version information of the target application in the user terminal of the target user.

The current version information refers to current version information of the target application in a user terminal of the target user, and comprises a current version number and current version application data.

Specifically, the control server may send a version information acquisition request for the target application to the user terminal of the target user, and receive current version information, that is, current version application data of a current version number, returned by the user terminal of the target user based on the version information acquisition request.

And step S604, carrying out consistency detection on the current version number and the latest version number of the target application to obtain a version number consistency detection result.

Wherein, the latest version number refers to the version number of the latest version target application; the version number consistency detection result is used for representing consistency of the current version number and the latest version number.

Specifically, the current version number of the user terminal of the target user is subjected to consistency detection with the latest version number of the latest version of the target application, namely whether the current version number and the latest version number are consistent or not is detected, so that a version number consistency detection result can be obtained, and consistency and inconsistency can be included.

And step S606, carrying out consistency detection on the current version application data and the latest version application data of the target application to obtain an application data consistency detection result.

Wherein, the latest version application data refers to the application data of the latest version target application, and can include but is not limited to application name, application update time, application update content and the like; the application data consistency detection result is used for representing the consistency of the current version application data and the latest version application data.

Specifically, the consistency detection is performed on the current version application data of the target application at the user terminal of the target user and the latest version application data of the latest version of the target application, that is, whether the current version application data and the latest version application data are consistent or not is detected, so that an application data consistency detection result can be obtained, and the consistency detection result can comprise consistency and inconsistency.

And step S608, if the version number consistency detection result and the application data consistency detection result are both consistent, determining that the update state of the target application is updated, and taking the second temporary terminal as the second terminal.

Specifically, if the version number consistency detection result is consistent, it is indicated that the version number of the target application in the user terminal of the target user is the latest version number, if the application data consistency detection result is consistent, it is indicated that the application data of the target application in the user terminal of the target user is the latest version application data, and when the version number consistency detection result and the application data consistency detection result are both consistent, it is determined that the update state of the target application is updated, and the user terminal of the target user is used as the second terminal.

In this embodiment, by detecting consistency between the current version number of the target application and the current version application data, it is ensured that the target application in the second terminal determined last is updated, meaningless data sharing between terminals without finer target application is avoided, and accuracy of application update is improved.

In one embodiment, as shown in fig. 7, the generating a data sharing instruction based on the matching relationship between the first terminal and the second terminal includes:

Step S702, acquiring terminal attribute information of the second terminal based on the matching relationship between the first terminal and the second terminal.

The terminal attribute information refers to basic attribute information of the second terminal, and may be, but not limited to, information such as a mobile phone number, a serial number, a terminal model number, and the like of the second terminal.

Specifically, after the control server is matched with the second terminal, the control server acquires information such as a mobile phone number, a serial number, a terminal model number and the like of the second terminal according to a similar relation between the first terminal and the second terminal, so that terminal attribute information of the second terminal is based.

Step S704, performing encryption processing on the terminal attribute information to obtain encrypted target attribute information.

Step S706, generating the data sharing instruction based on the target attribute information.

The target attribute information is information generated after the terminal attribute information is encrypted.

Specifically, in order to ensure the security of data transmission, the terminal attribute information of the second terminal may be encrypted, where the encryption may be link encryption, node encryption and end-to-end encryption, where the link encryption refers to encrypting a communication link of the first terminal, the node encryption refers to adding a communication node in the communication link of the first terminal, and encrypting the communication node, and the end-to-end encryption refers to that the terminal attribute information is in a ciphertext form from the transmitting end to the first terminal. After the terminal attribute information is encrypted, target attribute information is obtained, a data sharing instruction corresponding to the target attribute information is generated, and the data sharing instruction is sent to the first terminal so that the first terminal can establish a communication network with the second terminal based on the target attribute information, and update data of the target application is obtained from the second terminal based on the communication network.

In this embodiment, the security of the terminal attribute information is ensured by generating the corresponding data sharing instruction after encrypting the terminal attribute information of the second terminal, so that the security of updating data sharing between the first terminal and the second terminal is ensured.

In one embodiment, the control server may be an online banking server, the target application may be an online banking APP, the first terminal may be a first smart phone, and the second terminal may be a second smart phone. Specifically, the online banking server firstly acquires a first smart phone of an un-updated online banking APP, the user behavior characteristics of the first smart phone aiming at the online banking APP, then matches a second smart phone which has similar behavior characteristics and is updated with the online banking APP based on the user behavior characteristics, generates a data sharing instruction based on the matching relationship between the first smart phone and the second smart phone, and finally sends the data sharing instruction to the first smart phone, wherein the data sharing instruction is used for indicating the first smart phone to obtain updated data of the online banking APP from the second smart phone. The online banking APP is automatically updated by utilizing the update data sharing between the first smart phone and the second smart phone, so that the monitoring frequency of a user to the online banking APP is reduced, the online banking APP is ensured to be updated in time, and the online banking APP updating efficiency is improved.

It should be understood that, although the steps in the flowcharts related to the embodiments described above are sequentially shown as indicated by arrows, these steps are not necessarily sequentially performed in the order indicated by the arrows. The steps are not strictly limited to the order of execution unless explicitly recited herein, and the steps may be executed in other orders. Moreover, at least some of the steps in the flowcharts described in the above embodiments may include a plurality of steps or a plurality of stages, which are not necessarily performed at the same time, but may be performed at different times, and the order of the steps or stages is not necessarily performed sequentially, but may be performed alternately or alternately with at least some of the other steps or stages.

Based on the same inventive concept, the embodiment of the application also provides an application updating device for realizing the application updating method. The implementation of the solution provided by the device is similar to the implementation described in the above method, so the specific limitation in one or more embodiments of the application updating device provided below may refer to the limitation of the application updating method hereinabove, and will not be repeated herein.

In one embodiment, as shown in fig. 8, there is provided an application updating apparatus including: determining a first terminal module 802, a matching second terminal module 804, a data sharing instruction generating module 806, an instruction sending module 808, wherein:

a first terminal module 802 is determined, configured to obtain a first terminal that does not update a target application, and a user behavior feature for the target application in the first terminal;

a second terminal matching module 804, configured to match a second terminal that has similar behavior characteristics and has updated the target application based on the user behavior characteristics;

a data sharing instruction generating module 806, configured to generate a data sharing instruction based on a matching relationship between the first terminal and the second terminal;

and an instruction sending module 808, configured to send the data sharing instruction to the first terminal, where the data sharing instruction is used to instruct the first terminal to obtain update data of the target application from the second terminal.

In one embodiment, the matching second terminal module 804 further includes:

the characteristic similarity calculation unit is used for calculating the characteristic similarity between the behavior characteristics of the user and the behavior characteristics of other users; determining a first temporary terminal unit, wherein the first temporary terminal unit is used for determining that a corresponding user is a candidate user if the feature similarity exceeds a preset similarity threshold; and determining a second terminal unit, wherein the second terminal unit is used for acquiring the target position of the candidate user and updating the second terminal of the target application based on the target position.

In one embodiment, the determining the second terminal unit further includes:

a position distance determining subunit, configured to obtain a current position corresponding to the first terminal and a position distance between the current position and the target position; determining a second temporary terminal subunit, configured to screen, based on the location distance, a target user whose location distance is within a preset distance range from the candidate users; and determining a second terminal subunit, configured to take the user terminal of the target user as the second terminal if the update status of the target application in the user terminal of the target user is updated.

In one embodiment, the characteristic similarity calculation unit is further configured to:

performing feature fusion on the behavior features of the user and the behavior features of the other users to obtain a target behavior feature set; and acquiring characteristic parameters of the target behavior characteristic set, and generating characteristic similarity corresponding to the target behavior characteristic set based on the characteristic parameters.

In one embodiment, the determining the second terminal subunit is further configured to:

acquiring current version information of the target application in a user terminal of the target user, wherein the current version information comprises a current version number and current version application data; performing consistency detection on the current version number and the latest version number of the target application to obtain a version number consistency detection result; performing consistency detection on the current version application data and the latest version application data of the target application to obtain an application data consistency detection result; and if the version number consistency detection result and the application data consistency detection result are both consistent, judging that the update state of the target application is updated, and taking the second temporary terminal as the second terminal.

In one embodiment, the data sharing instruction generation module 806 is further configured to:

acquiring terminal attribute information of the second terminal based on a matching relationship between the first terminal and the second terminal; encrypting the terminal attribute information to obtain encrypted target attribute information; and generating the data sharing instruction based on the target attribute information.

The respective modules in the above application updating apparatus may be implemented in whole or in part by software, hardware, and combinations thereof. The above modules may be embedded in hardware or may be independent of a processor in the computer device, or may be stored in software in a memory in the computer device, so that the processor may call and execute operations corresponding to the above modules.

In one embodiment, a computer device is provided, which may be a server, and the internal structure of which may be as shown in fig. 9. The computer device includes a processor, a memory, and a network interface connected by a system bus. Wherein the processor of the computer device is configured to provide computing and control capabilities. The memory of the computer device includes a non-volatile storage medium and an internal memory. The non-volatile storage medium stores an operating system, computer programs, and a database. The internal memory provides an environment for the operation of the operating system and computer programs in the non-volatile storage media. The database of the computer device is for storing item recommendation data. The network interface of the computer device is used for communicating with an external terminal through a network connection. The computer program is executed by a processor to implement an application update method.

It will be appreciated by those skilled in the art that the structure shown in fig. 9 is merely a block diagram of a portion of the structure associated with the present application and is not limiting of the computer device to which the present application applies, and that a particular computer device may include more or fewer components than shown, or may combine some of the components, or have a different arrangement of components.

In one embodiment, a computer device is provided comprising a memory and a processor, the memory having stored therein a computer program, the processor when executing the computer program performing the steps of:

In one embodiment, the processor when executing the computer program further performs the steps of:

calculating the feature similarity between the behavior features of the user and the behavior features of other users; if the feature similarity exceeds a preset similarity threshold, determining the corresponding user as a candidate user; and acquiring the target position of the candidate user, and matching a second terminal which has updated the target application based on the target position.

acquiring a current position corresponding to the first terminal and a position distance between the current position and the target position; screening target users with the position distance within a preset distance range from the candidate users based on the position distance; and if the update state of the target application in the user terminal of the target user is updated, the user terminal of the target user is used as the second terminal.

In one embodiment, a computer readable storage medium is provided having a computer program stored thereon, which when executed by a processor, performs the steps of:

In one embodiment, the computer program when executed by the processor further performs the steps of:

In one embodiment, a computer program product is provided comprising a computer program which, when executed by a processor, performs the steps of:

It should be noted that, user information (including but not limited to user equipment information, user personal information, etc.) and data (including but not limited to data for analysis, stored data, presented data, etc.) referred to in the present application are information and data authorized by the user or sufficiently authorized by each party.

Those skilled in the art will appreciate that implementing all or part of the above described methods may be accomplished by way of a computer program stored on a non-transitory computer readable storage medium, which when executed, may comprise the steps of the embodiments of the methods described above. Any reference to memory, database, or other medium used in the various embodiments provided herein may include at least one of non-volatile and volatile memory. The nonvolatile Memory may include Read-Only Memory (ROM), magnetic tape, floppy disk, flash Memory, optical Memory, high density embedded nonvolatile Memory, resistive random access Memory (ReRAM), magnetic random access Memory (Magnetoresistive Random Access Memory, MRAM), ferroelectric Memory (Ferroelectric Random Access Memory, FRAM), phase change Memory (Phase Change Memory, PCM), graphene Memory, and the like. Volatile memory can include random access memory (Random Access Memory, RAM) or external cache memory, and the like. By way of illustration, and not limitation, RAM can be in the form of a variety of forms, such as static random access memory (Static Random Access Memory, SRAM) or dynamic random access memory (Dynamic Random Access Memory, DRAM), and the like. The databases referred to in the various embodiments provided herein may include at least one of relational databases and non-relational databases. The non-relational database may include, but is not limited to, a blockchain-based distributed database, and the like. The processors referred to in the embodiments provided herein may be general purpose processors, central processing units, graphics processors, digital signal processors, programmable logic units, quantum computing-based data processing logic units, etc., without being limited thereto.

The technical features of the above embodiments may be arbitrarily combined, and all possible combinations of the technical features in the above embodiments are not described for brevity of description, however, as long as there is no contradiction between the combinations of the technical features, they should be considered as the scope of the description.

The above examples only represent a few embodiments of the present application, which are described in more detail and are not to be construed as limiting the scope of the present application. It should be noted that it would be apparent to those skilled in the art that various modifications and improvements could be made without departing from the spirit of the present application, which would be within the scope of the present application. Accordingly, the scope of protection of the present application shall be subject to the appended claims.

Claims

1. An application updating method, the method comprising:

acquiring a first terminal of an unexplored target application, and user behavior characteristics aiming at the target application in the first terminal;

based on the user behavior characteristics, matching a second terminal which has similar behavior characteristics and has updated the target application;

generating a data sharing instruction based on a matching relationship between the first terminal and the second terminal;

And sending the data sharing instruction to the first terminal, wherein the data sharing instruction is used for indicating the first terminal to obtain the updated data of the target application from the second terminal.

2. The method of claim 1, wherein the matching the second terminal having similar behavior characteristics and having updated the target application based on the user behavior characteristics comprises:

calculating the feature similarity between the behavior features of the user and the behavior features of other users;

if the feature similarity exceeds a preset similarity threshold, determining the corresponding user as a candidate user;

and acquiring the target position of the candidate user, and matching a second terminal which has updated the target application based on the target position.

3. The method of claim 2, wherein the obtaining the target location of the candidate user, based on the target location matching a second terminal that has updated the target application, comprises:

acquiring a current position corresponding to the first terminal and a position distance between the current position and the target position;

screening target users with the position distance within a preset distance range from the candidate users based on the position distance;

And if the update state of the target application in the user terminal of the target user is updated, the user terminal of the target user is used as the second terminal.

4. The method of claim 2, wherein the calculating feature similarities between the user behavior features and behavior features of other users comprises:

performing feature fusion on the behavior features of the user and the behavior features of the other users to obtain a target behavior feature set;

and acquiring characteristic parameters of the target behavior characteristic set, and generating characteristic similarity corresponding to the target behavior characteristic set based on the characteristic parameters.

5. The method of claim 3, wherein the assuming the user terminal of the target user as the second terminal if the update status of the target application in the user terminal of the target user is updated, comprises:

acquiring current version information of the target application in a user terminal of the target user, wherein the current version information comprises a current version number and current version application data;

performing consistency detection on the current version number and the latest version number of the target application to obtain a version number consistency detection result;

Performing consistency detection on the current version application data and the latest version application data of the target application to obtain an application data consistency detection result;

and if the version number consistency detection result and the application data consistency detection result are both consistent, judging that the update state of the target application is updated, and taking the user terminal of the target user as the second terminal.

6. The method of claim 1, wherein the generating the data sharing instruction based on the matching relationship between the first terminal and the second terminal comprises:

acquiring terminal attribute information of the second terminal based on a matching relationship between the first terminal and the second terminal;

encrypting the terminal attribute information to obtain encrypted target attribute information;

and generating the data sharing instruction based on the target attribute information.

7. An application updating apparatus, the apparatus comprising:

8. A computer device comprising a memory and a processor, the memory storing a computer program, characterized in that the processor implements the steps of the method of any of claims 1 to 6 when the computer program is executed.

9. 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 of any of claims 1 to 6.

10. A computer program product comprising a computer program, characterized in that the computer program, when being executed by a processor, implements the steps of the method of any of claims 1 to 6.