CN116028081A

CN116028081A - Software upgrading method, device, equipment and storage medium

Info

Publication number: CN116028081A
Application number: CN202211719728.0A
Authority: CN
Inventors: 王莹; 吴晨霞; 谢莎莎; 张丹阳
Original assignee: Industrial and Commercial Bank of China Ltd ICBC
Current assignee: Industrial and Commercial Bank of China Ltd ICBC
Priority date: 2022-12-30
Filing date: 2022-12-30
Publication date: 2023-04-28

Abstract

The present disclosure provides a software upgrade method, which may be applied to the field of computer technology, artificial intelligence, or financial technology. The software upgrading method comprises the following steps: responding to a software upgrading request, and acquiring an upgrading version number carried in the software upgrading request and a current version number of the software stored in the local of the target device; under the condition that the current version number is inconsistent with the upgrade version number, acquiring a to-be-upgraded function item set associated with the upgrade version number and historical behavior data generated when a target user uses software; determining a common function item set of the target user by analyzing historical behavior data of the target user; and under the condition that the function item set to be upgraded and the common function item set have the same function item, sending upgrading prompt information to target equipment of the target user so as to enable the target user to upgrade software in the target equipment. The disclosure also provides a software upgrading device, equipment and a storage medium.

Description

Software upgrading method, device, equipment and storage medium

Technical Field

The present disclosure relates to the field of computer technology, artificial intelligence, or financial technology, and more particularly to a software upgrade method, apparatus, device, storage medium, and program product.

Background

Along with the development of the internet and the update iteration of intelligent equipment, electronic equipment such as computers and mobile phones gradually become an indispensable tool in life of people, and in addition, various software needs to be installed in the electronic equipment to meet the demands of users. In the process of implementing the inventive concept of the present disclosure, the inventor found that the following problems exist in the related art: on the one hand, various software can meet various demands of life, social contact, study and the like of users, but various software can be continuously upgraded, and the iterative upgrading process of various software can cause certain disturbance and trouble to the users, so that the experience of the users is reduced.

Disclosure of Invention

In view of the foregoing, the present disclosure provides a software upgrade method, apparatus, device, storage medium, and program product that enhance the user experience.

One aspect of the present disclosure provides a software upgrade method, including: responding to a software upgrading request, and acquiring an upgrading version number carried in the software upgrading request and a current version number of the software stored in the local of the target device; acquiring a set of to-be-upgraded function items associated with the upgrade version number and historical behavior data generated when a target user uses the software under the condition that the current version number is inconsistent with the upgrade version number; determining a set of common function items of the target user by analyzing the historical behavior data of the target user; and sending upgrade prompt information to the target equipment of the target user under the condition that the function item set to be upgraded and the common function item set have the same function item, so that the target user upgrades the software in the target equipment.

According to an embodiment of the present disclosure, the determining the common function item set of the target user by analyzing the historical behavior data of the target user includes: screening effective historical behavior data from the historical behavior data based on preset screening conditions; generating an initial historical behavior data table based on the effective historical behavior data; sorting the initial historical behavior data table to obtain a historical behavior data table; and generating the common function item set of the target user according to a plurality of function items corresponding to the historical behavior data of the preset quantity in the historical behavior data table.

According to an embodiment of the present disclosure, a common function item set includes a plurality of common function items; the method further comprises the following steps: collecting behavior path data of the target user by taking each of the common function items in the common function item set as a starting point of a behavior path; and determining a potential common function item set associated with the common function item set according to the behavior path data of the target user.

According to an embodiment of the present disclosure, when the to-be-upgraded function item set and the common function item set have the same function item, sending upgrade prompt information to the target device of the target user includes: determining whether the software supports independent upgrading function items under the condition that the function item set to be upgraded and the common function item set have the same function item; and generating and sending prompt information for upgrading the same function item under the condition that the software supports independent upgrading function item.

According to an embodiment of the present disclosure, the above method further includes: under the condition that the software does not support independent upgrading function items, determining the matching degree between the common function set and the potential common function item set and the function item set to be upgraded; and sending prompt information for upgrading the software to the target equipment of the target user under the condition that the matching degree is larger than or equal to a preset threshold value.

According to an embodiment of the present disclosure, the above method further includes: comparing the function item set to be upgraded with the common function item set to obtain a comparison result; and displaying the comparison result to the target user in response to the operation of the target user for obtaining the comparison result when the same function item does not exist in the function item set to be upgraded and the common function item set.

According to an embodiment of the present disclosure, the above method further includes: and under the condition that the matching degree is smaller than the preset threshold value, responding to the operation of the target user for acquiring the comparison result, and displaying the comparison result to the target user.

According to an embodiment of the present disclosure, the set of function items to be upgraded includes a plurality of function items to be upgraded, and the set of potential common function items includes a plurality of potential common function items; the determining the matching degree between the common function set and the potential common function item set and the to-be-upgraded function item set includes: determining a first number of to-be-upgraded function items from the plurality of to-be-upgraded function items, wherein the first number of to-be-upgraded function items corresponds to the common function items; determining a second number of to-be-upgraded function items in the to-be-upgraded function item set, wherein the second number of to-be-upgraded function items corresponds to the potential common function items; and determining the matching degree according to the ratio of the first quantity and the second quantity to the total quantity of the to-be-upgraded functional items in the to-be-upgraded functional item set.

Another aspect of the present disclosure provides a software upgrade apparatus, including: the first acquisition module is used for responding to the software upgrading request and acquiring an upgrading version number carried in the software upgrading request and a current version number of the software stored in the local of the target equipment; the second obtaining module is used for obtaining a set of to-be-upgraded function items associated with the upgrade version number and historical behavior data generated when the target user uses the software under the condition that the current version number is inconsistent with the upgrade version number; the first determining module is used for determining a common function item set of the target user by analyzing the historical behavior data of the target user; and the first sending module is used for sending upgrade prompt information to the target equipment of the target user under the condition that the function item set to be upgraded and the common function item set have the same function item, so that the target user upgrades the software in the target equipment.

Another aspect of the present disclosure also provides an electronic device, including: one or more processors; and a storage device for storing one or more programs, wherein the one or more programs, when executed by the one or more processors, cause the one or more processors to perform the software upgrade method.

Another aspect of the present disclosure also provides a computer-readable storage medium having stored thereon executable instructions that, when executed by a processor, cause the processor to perform the software upgrade method described above.

Another aspect of the present disclosure provides a computer program product comprising a computer program which, when executed by a processor, implements the software upgrade method described above.

According to the software upgrading method, the device, the equipment, the storage medium and the program product provided by the embodiment of the disclosure, the upgrading version number and the current version number are obtained by responding to a software upgrading request, and the to-be-upgraded function item set and the historical behavior data of a target user are obtained under the condition that the upgrading version number and the current version number are inconsistent; determining a common function item set according to the historical behavior data; and prompting the target user to upgrade the software in the target device under the condition that the same function items exist in the function item set to be upgraded and the common function item set. Because the common function items of the user are considered in the process of upgrading the software, and the common function items are compared with the function items to be upgraded, the target user is reminded only when the comparison is consistent, the disturbance and trouble to the user caused by the process of upgrading the software in the related technology are at least partially overcome, and the technical effect of improving the user experience is achieved.

Drawings

The foregoing and other objects, features and advantages of the disclosure will be more apparent from the following description of embodiments of the disclosure with reference to the accompanying drawings, in which:

FIG. 1 schematically illustrates a system architecture diagram of a software upgrade method and apparatus according to embodiments of the present disclosure;

FIG. 2 schematically illustrates a flow chart of a software upgrade method according to an embodiment of the present disclosure;

FIG. 3 schematically illustrates a flow chart of a software upgrade method according to another embodiment of the present disclosure;

FIG. 4 schematically illustrates a flow chart of determining whether to prompt an upgrade based on a relationship between a degree of matching and a preset threshold according to an embodiment of the present disclosure;

FIG. 5 schematically illustrates a flow chart of determining whether to prompt an upgrade based on a relationship between a degree of matching and a preset threshold according to another embodiment of the present disclosure;

FIG. 6 schematically illustrates a block diagram of a software upgrade apparatus according to an embodiment of the present disclosure; and

fig. 7 schematically illustrates a block diagram of an electronic device adapted to implement a software upgrade method according to an embodiment of the present disclosure.

Detailed Description

Hereinafter, embodiments of the present disclosure will be described with reference to the accompanying drawings. It should be understood that the description is only exemplary and is not intended to limit the scope of the present disclosure. In the following detailed description, for purposes of explanation, numerous specific details are set forth in order to provide a thorough understanding of the embodiments of the present disclosure. It may be evident, however, that one or more embodiments may be practiced without these specific details. In addition, in the following description, descriptions of well-known structures and techniques are omitted so as not to unnecessarily obscure the concepts of the present disclosure.

The terminology used herein is for the purpose of describing particular embodiments only and is not intended to be limiting of the disclosure. The terms "comprises," "comprising," and/or the like, as used herein, specify the presence of stated features, steps, operations, and/or components, but do not preclude the presence or addition of one or more other features, steps, operations, or components.

All terms (including technical and scientific terms) used herein have the same meaning as commonly understood by one of ordinary skill in the art unless otherwise defined. It should be noted that the terms used herein should be construed to have meanings consistent with the context of the present specification and should not be construed in an idealized or overly formal manner.

Where expressions like at least one of "A, B and C, etc. are used, the expressions should generally be interpreted in accordance with the meaning as commonly understood by those skilled in the art (e.g.," a system having at least one of A, B and C "shall include, but not be limited to, a system having a alone, B alone, C alone, a and B together, a and C together, B and C together, and/or A, B, C together, etc.). Where a formulation similar to at least one of "A, B or C, etc." is used, in general such a formulation should be interpreted in accordance with the ordinary understanding of one skilled in the art (e.g. "a system with at least one of A, B or C" would include but not be limited to systems with a alone, B alone, C alone, a and B together, a and C together, B and C together, and/or A, B, C together, etc.).

According to statistics, with the development of the Internet and the updating of intelligent equipment, the user scale of the Internet is larger and larger, the total installation amount of the per-capita software is about 70, and the monthly use software exceeds 26. On one hand, various software meets various demands of netizens, such as life, social contact, study and the like, and on the other hand, iterative upgrading of the software also causes disturbance and puzzles to users, and the method is specifically embodied in the following steps: the software upgrading usually has the aims of repairing problems, optimizing functions and adding functions, public function adjustment and partial function optimization are also carried out during upgrading, the upgrading of unusual software and the optimization reminding of unusual functions of the software can disturb a user, if the user is guided or forced to carry out the software upgrading, the system burden of user terminal equipment can be increased, and the phenomena of quick power consumption, unstable operation, blocking and the like of a mobile phone are caused.

At present, the software version upgrading mode in the terminal equipment generally prompts a user whether to update or not by software, namely, when the user opens the software each time, the program accesses a remote server of the software and uploads the current version information of the user to the remote server, the remote server compares the current version information of the client with the latest version information in the database, if a new version exists, the information is returned to prompt the user to update the software version, and in this case, the user is reminded as long as the comparison results are different, and the user is disturbed, so that the experience of the user is reduced.

In view of this, the embodiment of the disclosure combines the behavior data of the user using the software, matches the upgrade function with the user common function before performing the software upgrade reminding, and realizes the intelligent software upgrade reminding according to the matching condition, so as to reduce the disturbance to the user caused by unnecessary function optimization/upgrade, and improve the experience of the user to the software and the resource utilization rate of the terminal device.

Specifically, the method comprises the following steps: responding to a software upgrading request, and acquiring an upgrading version number carried in the software upgrading request and a current version number of the software stored in the local of the target device; under the condition that the current version number is inconsistent with the upgrade version number, acquiring a to-be-upgraded function item set associated with the upgrade version number and historical behavior data generated when a target user uses software; determining a common function item set of the target user by analyzing historical behavior data of the target user; and under the condition that the function item set to be upgraded and the common function item set have the same function item, sending upgrading prompt information to target equipment of the target user so as to enable the target user to upgrade software in the target equipment.

It should be noted that, the method and apparatus for upgrading software determined in the embodiments of the present disclosure may be used in the field of computer technology, the field of artificial intelligence, or the field of financial technology, and may also be used in any field other than the field of computer technology, the field of artificial intelligence, or the field of financial technology, where the application field of the method and apparatus for upgrading software determined in the embodiments of the present disclosure is not limited.

In the technical scheme of the disclosure, the acquisition, storage, application and the like of the related data (such as the personal information of the user) all conform to the regulations of related laws and regulations, necessary security measures are taken, and the public order harmony is not violated. In the technical scheme of the disclosure, the authorization or consent of the user is obtained before the personal information of the user is obtained or acquired.

Fig. 1 schematically illustrates a system architecture diagram of a software upgrade method and apparatus according to an embodiment of the present disclosure.

As shown in fig. 1, a system architecture 100 according to this embodiment may include

terminal devices

101, 102, 103, a network 104, and a server 105.

The

terminal devices

101, 102, 103 may be various electronic devices in a public environment or in various independent environments including, but not limited to, smartphones, tablets, laptop and desktop computers, and the like. The method supports the downloading and installation of the client software locally and simultaneously stores the configuration file of the client software.

Various communication client software, such as a transfer type application, a payment type application, an application for submitting an order, a financial type application, a shopping type application, a web browser application, a search type application, an instant messaging tool, mailbox client and/or social platform software, etc. (just examples) may be installed on the

terminal devices

101, 102, 103. The client software can provide financial service functions for users, on one hand, the user information can be acquired under the condition of user authorization, and the software use behavior data and transaction data of the users can be acquired in a buried point mode and the like; on the other hand, the software version checking flow can be triggered by the operation of the user-initiated software.

The user may perform operations in the client application of the

terminal device

101, 102, 103, such as performing business operations such as transfer, payment, etc., to perform business functions, and upon starting up the software, generate and send a software upgrade request to the server 105.

The network 104 is used as a medium to provide communication links between the

terminal devices

101, 102, 103 and the server 105. The network 104 may include various connection types, such as wired, wireless communication links, or fiber optic cables, among others.

The server 105 may be a server that provides various services, such as a background management server (merely an example) that provides processing for a software upgrade request generated by a user using the

terminal devices

101, 102, 103. The background management server may analyze and process the received data such as the software upgrade request, and feed back the processing result (e.g., a web page, prompt information, or data obtained or generated according to the software upgrade request) to the terminal device. For example, the server 105 may respond to the software upgrade request, and obtain an upgrade version number carried in the software upgrade request and a current version number of the software stored locally on the target device; under the condition that the current version number is inconsistent with the upgrade version number, acquiring a to-be-upgraded function item set associated with the upgrade version number and historical behavior data generated when a target user uses software; determining a common function item set of the target user by analyzing historical behavior data of the target user; and under the condition that the function item set to be upgraded and the common function item set have the same function item, sending upgrading prompt information to target equipment of the target user so as to enable the target user to upgrade software in the target equipment.

It should be noted that, the software upgrading method provided by the embodiment of the present disclosure may be generally executed by the server 105. Accordingly, the software upgrade apparatus provided by the embodiments of the present disclosure may be generally provided in the server 105. The software upgrade method provided by the embodiments of the present disclosure may also be performed by a server or a server cluster that is different from the server 105 and is capable of communicating with the

terminal devices

101, 102, 103 and/or the server 105. Accordingly, the software upgrade apparatus provided by the embodiments of the present disclosure may also be provided in a server or a server cluster that is different from the server 105 and is capable of communicating with the

terminal devices

101, 102, 103 and/or the server 105.

It should be understood that the number of terminal devices, networks and servers in fig. 1 is merely illustrative. There may be any number of terminal devices, networks, and servers, as desired for implementation.

The software upgrade method of the disclosed embodiment will be described in detail below with reference to fig. 2 to 5 based on the scenario described in fig. 1.

Fig. 2 schematically illustrates a flow chart of a software upgrade method according to an embodiment of the present disclosure.

As shown in fig. 2, the software upgrading method of the embodiment includes operations S201 to S204.

In operation S201, in response to the software upgrade request, an upgrade version number carried in the software upgrade request and a current version number of the software stored locally at the target device are acquired.

In operation S202, in the case where the current version number is inconsistent with the upgrade version number, a set of functional items to be upgraded associated with the upgrade version number and historical behavior data generated when the target user uses the software are acquired.

In operation S203, a set of general function items of the target user is determined by analyzing the historical behavior data of the target user.

In operation S204, in the case that the set of to-be-upgraded function items and the set of common function items have the same function item, upgrade prompt information is sent to the target device of the target user, so that the target user upgrades the software in the target device.

According to embodiments of the present disclosure, the target device may refer to any one of the

terminal devices

101, 102, 103, may support downloading client software to the local of the terminal device, and store the relevant configuration file of the client software. The target user may be a user using the target device. The software upgrade request may be a software upgrade request triggered when a target user initiates client software on a target device. The software upgrade request may be understood as a software version comparison process, which is used to determine whether the current client software is in the latest state, and determine whether to prompt the target user according to the comparison result. Therefore, the software upgrade request may carry the version number of the latest version, and the upgrade version number may be the version number of the latest version.

According to the embodiment of the disclosure, since the target device stores the configuration file related to the installation of the client software in the local area of the target device when the client software is installed, the related configuration file includes a software version number corresponding to the client software being used by the current target user. The current version number may be a software version number of the client software that the current user is using.

According to the embodiment of the present disclosure, in the case that the current version number and the upgrade version number are different, it may be understood that the current version is lower than the upgrade version, in which case it may be necessary to prompt the target user to upgrade the software, but further operations are still required to avoid the disturbance to the user. Specifically, in this case, the set of function items to be upgraded associated with the upgrade version number and the historical behavior data generated when the target user uses the software can be further acquired. If the current version number is consistent with the upgrade version number, the version used by the current target user is the latest version, and the upgrade is not needed.

According to an embodiment of the present disclosure, a plurality of function items to be upgraded may be included in the function item set to be upgraded, and the function item to be upgraded may be understood as a function item that needs to be modified or optimized in the latest version.

According to the embodiment of the disclosure, the target user generates behavior data, such as clicking, dragging, pulling, dragging and the like, during the process of using the software, and the browsing duration can also be used as one of the behavior data. The acquisition of the behavior data may be based on a buried point of the client software.

According to an embodiment of the present disclosure, the historical behavior data may refer to behavior data of the target user before an acquisition time at which the behavior data of the target user is acquired. It should be noted that, before the historical behavior data of the target user is obtained, the consent or authorization of the target user may be obtained. For example, before operation S202, a request to acquire user history behavior data may be issued to the user. In case the user agrees or authorizes that the historical behavior data can be acquired, the operation S202 is performed.

According to embodiments of the present disclosure, a plurality of commonly used function items may be included in a commonly used function item set, and commonly used function items may refer to a habit or preference related to a target user. By analyzing the historical behavior data of the target user, the habit and the preference of the target user when the software is used can be reflected, and then the common function items of the target user can be determined according to the habit and the preference.

According to the embodiment of the disclosure, the to-be-upgraded function item set and the common function item set are compared, and in the case that the to-be-upgraded function item set and the common function item set have the same function item, it can be indicated that a user-comparison-focused function item may exist in the to-be-upgraded function item set, in this case, a target user may be prompted to upgrade software in the target device, and specific transformation content may be displayed to the target user. For example, version update information and latest version resource link information are returned to prompt the target user to upgrade the software in the target device.

According to the embodiment of the disclosure, in the case that the to-be-upgraded function item set and the common function item set do not have the same function item, the comparison result can be displayed to the target user in response to the operation of the target user to acquire the comparison result. Specifically, if the set of function items to be upgraded and the set of common function items do not have the same function items, it may be indicated that the modification of the function items is not focused on for the target user or is unnecessary for the target user, in this case, a version to be upgraded may be displayed by default, but the target user is not prompted to upgrade the software; and the comparison result can be displayed to the target user in response to the operation of the target user for obtaining the comparison result under the condition that the user needs to obtain the comparison result. Therefore, the interference of software upgrading on the user can be reduced, the experience of the user is improved, and the resource utilization rate of the terminal equipment is improved.

According to the embodiment of the disclosure, the division dimensions of the function item to be upgraded and the common function item may be consistent, and specifically, may be divided according to columns of the client. For example, in payment application software, the function items are divided according to columns such as payment cards, payment limits, payment protocols, payment security management and the like, and the divided results are labeled, for example, operations such as module numbering are performed, so as to form a standardized function item label library, and the standardized function item label library can cover the total number of function items which can be provided on the client software line, and in the standardized function item label library, the module number of each function item can be used as a unique identifier of the function item. When comparing the function item to be upgraded with the common function item, the corresponding module number can be obtained from the standardized function item tag library for comparison.

According to an embodiment of the present disclosure, operation S203 may further include the following operations: screening effective historical behavior data from the historical behavior data based on preset screening conditions; generating an initial historical behavior data table based on the valid historical behavior data; sorting the initial historical behavior data table to obtain a historical behavior data table; and generating a common function item set of the target user according to the plurality of function items corresponding to the historical behavior data of the preset quantity in the historical behavior data table.

According to embodiments of the present disclosure, preset screening conditions may be used to screen valid historical behavioral data. The preset screening condition can be determined according to multiple dimensions, such as a click time dimension and a browsing duration dimension. For example, the preset filtering condition may be to record that the user clicks on the page for a dwell time longer than 5s as 1 valid click. If the preset filtering condition is based on the clicking operation of the user, there is a possibility that the frequently-used function items are misjudged, because the user is also likely to be the misclicking operation. Therefore, the more dimensions in the preset screening conditions, the more accurate the effective historical behavior data are screened, the more habits or favorites of the user can be reflected, and the accuracy of determining the common function items of the user is improved.

According to the embodiment of the disclosure, the initial historical behavior data table is valid historical behavior data, and the initial historical behavior data table can record the time when the operation occurs, statistics of the clicking times and the like.

According to an embodiment of the present disclosure, the sorting of the initial historical behavior data table may be performed according to the number of clicks, for example, sorting the initial historical behavior data table according to the order of the number of clicks from more to less, to obtain a sorted historical behavior data table.

According to an embodiment of the present disclosure, the preset number may be a top-ranked certain number in the ranked historical behavior data table. For example, the first 5 groups of historical behavior data with the largest number of effective clicks within 30 days are selected from the historical behavior data table, and associated 5 corresponding function items are found according to the 5 groups of historical behavior data, wherein the 5 function items can be used as 5 common function items of the target user, and a common function item set is generated according to the 5 common function items.

According to the embodiment of the disclosure, the problem of low accuracy of determining the common function item caused by misoperation of the target user is avoided, and the accuracy of determining the common function item is improved by screening the effective historical behavior data of the target user and determining the common function item of the target user according to the effective historical behavior data.

In accordance with embodiments of the present disclosure, collaborative filtering algorithms may also be utilized to determine potential commonly used functional items of a user in measuring commonly used functional items of a target user. Specifically, each common function item in the common function item set can be used as a starting point of a behavior path, and behavior path data of the target user can be collected; a set of potential commonly used function items associated with the set of commonly used function items is determined based on the behavioral path data of the target user.

The above operations may also be understood as inferring potential common functions of a user based on collaborative filtering algorithms of items, in accordance with embodiments of the present disclosure. Specifically, with each common function item as an access path starting point, multiple groups of full-quantity behavior path data of the user are collected, and the function items involved in the behavior path data and the correlation among different function items are analyzed. For example, in multiple groups of total behavior path data of the user, after the user clicks on the common function item A, 90% of the user clicks on the function item B, so that the function item B can be used as a potential common function item of the user, and based on the potential common function item set of the target user can be determined.

According to embodiments of the present disclosure, each time behavior path data is collected, it may be stored in a database to determine a set of potential commonly used function items for a target user from behavior path data of multiple users. For example, if the target user has just started to use the client software, the total amount of behavior path data of the user may be less, and then the potential common function items of the target user may be determined according to the total amount of behavior path data of the user in the database. For example, after analyzing the total user behavior path data, it is obtained that 90% of users click on the function item B after clicking on the function item a, so that the relevance between the function item a and the function item B is high, and if the common function item of the target user is a, the potential common function item is B. It should be noted that the user behavior path data stored in the database is only used to determine the relevance between the respective function items and the potentially common function items, and no other user information is presented to the target user.

According to the embodiment of the disclosure, through determining the potential common function items of the target user, the function items which are easy to ignore in the process of determining the common function items of the target user can be further mined, so that whether the user is prompted to upgrade the software can be further determined according to the habit of the user, and the experience of the user is improved.

According to an embodiment of the present disclosure, operation S204 may further include the following operations: determining whether the software supports independent upgrading function items under the condition that the function item set to be upgraded and the common function item set have the same function item; and generating and sending prompt information for upgrading the same function item under the condition that the software supports independent upgrading of the function item.

According to the embodiment of the disclosure, under the condition that the client software does not support the independent upgrading function item, the matching degree between the common function set and the potential common function item set and the function item set to be upgraded is determined; and sending prompt information of upgrading the software to target equipment of the target user under the condition that the matching degree is larger than or equal to a preset threshold value. And under the condition that the matching degree is smaller than a preset threshold value, responding to the operation of the target user for obtaining the comparison result, and displaying the comparison result to the target user.

According to embodiments of the present disclosure, if software can support individual upgrade functionality, a user may be prompted to update an associated incremental package based solely on the same functionality of the user (commonly used functionality and/or potentially commonly used functionality). Compared with the upgrading of the full software package, only upgrading the incremental software package can improve the resource utilization rate of the target device.

According to the embodiment of the disclosure, in the case that the client software does not support the individual upgrade function item, the matching degree between the common function set and the potential common function item set and the to-be-upgraded function item set can be further determined, so that whether to prompt a user can be determined according to the relation between the matching degree and the preset threshold.

According to an embodiment of the present disclosure, a plurality of function items to be upgraded may be included in the function item set to be upgraded, a plurality of potential common function items may be included in the function item set to be used, and a plurality of common function items may be included in the function item set to be used. Thus, the process of determining the degree of matching may include the following operations: determining a first number of function items to be upgraded from the plurality of function items to be upgraded, wherein the first number of function items to be upgraded corresponds to the common function items; determining a second number of to-be-upgraded function items in the to-be-upgraded function item set, wherein the second number of to-be-upgraded function items corresponds to the potential common function items; and determining the matching degree according to the ratio of the first quantity and the second quantity to the total quantity of the function items to be upgraded in the function item set to be upgraded. The process of determining the degree of matching may be as shown in formula (1).

The first number represents the number of the to-be-upgraded function items corresponding to the common function items in the to-be-upgraded function item set, and the second number represents the number of the to-be-upgraded function items corresponding to the potential common function items in the to-be-upgraded function item set. The formula (1) can also be understood as that, among the function items to be upgraded, the number of the function items to be upgraded corresponding to the common function items and the potential common function items is a proportion of the total number of the function items to be upgraded.

According to the embodiment of the disclosure, the preset threshold may be predetermined according to the common function and the potential common function item and the function item to be upgraded, for example, the number of the function items corresponding to the common function item and the potential common function item accounts for 50% of the total number of the function items to be upgraded, and the preset threshold may be adaptively adjusted according to actual needs. In comparing the matching degree with the preset threshold, it is assumed that, for example, there are 2 frequently used function items and potentially frequently used function items of the user, and there are 5 to-be-upgraded function items, and only two of the 5 to-be-upgraded function items correspond to the frequently used function items and the potentially frequently used function items of the user, and the matching degree is 40% at this time, which is the case that the matching degree is smaller than the preset threshold. For another example, there are 2 to-be-upgraded function items at this time, and the 2 to-be-upgraded function items respectively correspond to the common function item and the potential common function item of the user, and the matching degree at this time is 100%, which is the case that the matching degree is greater than the preset threshold.

According to the embodiment of the disclosure, when the matching degree is greater than or equal to the preset threshold, the target user can be prompted to update the full software package, and when the matching degree is less than the preset threshold, the version to be updated can be displayed by default, but the target user is not prompted to update the software; and the comparison result and the matching degree can be displayed to the target user in response to the operation of the target user for obtaining the comparison result under the condition that the user needs to obtain the comparison result.

According to the embodiment of the disclosure, the relation between the matching degree and the preset threshold value is compared, and the target user is prompted to upgrade the software in the target device under the condition that the matching degree is larger than the preset threshold value, so that the disturbance to the user caused by the software upgrade can be further reduced, the experience of the user is improved, and the resource utilization rate of the terminal device is improved.

Fig. 3 schematically illustrates a flow chart of a software upgrade method according to another embodiment of the present disclosure.

As shown in fig. 3, the method includes operations S301 to S312.

In operation S301, client software is started. The target user initiates the client software locally at the target device.

In operation S302, local profile version information is acquired. The client software obtains version information (including a current version number) of the current client software from a local configuration file of the target device, wherein the operation of storing the local configuration file version information is further included before obtaining the local configuration file information.

In operation S303, local profile version information is transmitted. The client software sends the version information (including the current version number) of the current client software of the target user to the client updating module of the server.

In operation S304, local profile version information is received. The client update module of the server side receives the current client software version information (including the current version number).

In operation S305, the latest client version information and the function item tag information to be upgraded are checked. The client updating module of the server side checks the latest client version information (comprising an upgrade version number) in the server version list and the corresponding code optimization transformation affiliated functional item and the label of the functional item.

In operation S306, whether the upgrade version number is equal to the current version number. The server compares the current version number with the upgrade version number. If the upgrade version number is equal to the current version number, the software update is not performed, and operation S312 is executed; if the upgrade version number is higher than the current version number, operation S307 is performed.

In operation S307, the general function item, the potential general function item tag information is acquired. And the client updating module at the server side calls the user behavior data analysis module to acquire the common function item labels and the potential common function item labels of the target user.

In operation S308, whether the software supports the individual upgrade function item. The client-side update module of the server side determines whether individual upgrades for the functional items are supported. If the software does not support the individual upgrade for the function item, operation S309 is performed; if the software can be individually upgraded for the function item, operation S310 is performed.

In operation S309, whether the degree of matching is equal to or higher than a preset threshold. And the server determines whether the matching degree of the function item to be upgraded and the common function item and the potential common function item of the target user is equal to or higher than a preset threshold value. If the total software package is equal to or higher than the preset threshold, prompting the target user to update the total software package, and executing operation S311; if the update is lower than the preset threshold, the update is not prompted, and operation S312 is performed.

In operation S310, whether there is an intersection. The server side determines whether the function item to be upgraded has intersection with the common function item and the potential common function item of the target user. If the intersection exists, prompting the target user to update the incremental software package, and executing operation S311; if there is no intersection, no update is prompted, and operation S312 is performed.

In operation S311, the upgrade version is prompted. The client updating module of the server side returns version upgrading information and latest version resource linking information to the client software to prompt a target user to upgrade the software in the target device.

In operation S312, the upgrade version is not prompted. And returning the latest version number information, and not prompting the target user to upgrade the version, so that the user is prevented from being disturbed.

In the method shown in fig. 3, three participating terminals are involved in total, namely a target device, client software, and a server terminal according to an embodiment of the present disclosure. The target device is local, such as a mobile phone, a tablet computer and the like, and can support the downloading and installation of the client software to the local, and simultaneously store the client configuration file. The client software can provide financial services for users, on one hand, the user information is acquired under the condition of user authorization, and behavior data and transaction data of the user using the software are acquired in a buried point mode and the like; on the other hand, the software version checking flow can be triggered by the user starting the software operation. The server side may comprise two modules, namely a client update module and a user behavior data analysis module. The client updating module can store the list information of the current latest version and the historical version of the client software, and specifically comprises configuration files of all versions, code optimization transformation information, function items to which transformation belongs and the like; the user behavior data analysis module can store basic information of a user, collect behavior data and transaction data obtained by client software embedded points, and determine common function items of the user and potential common function items recommended according to the common function items of the user through data modeling and analysis.

According to the embodiment of the disclosure, the method shown in fig. 3 includes that a user locally starts client software on a target device, triggers a software version checking flow preset by a program, requests a server to acquire client version list information, simultaneously the client software sends version information (including a current version number and the like) stored in a local configuration file of the target device to the server, the server acquires and analyzes current latest version information (including an upgrade version number and the like) in a version list through a client updating module, and if the local client version number (current version number) is equal to the latest version (upgrade version number), software updating is not performed; if the version number of the local client is lower than the latest version, the client updating module further acquires the code optimization transformation information of the latest version and the function item to which transformation belongs, meanwhile, calls the user behavior data analysis module to acquire the common function item of the user, compares the transformation function item with the common function item of the user, returns the version updating information and the latest version resource linking information to the client software if the function item comparison is passed, and prompts the user to upgrade the software; if the comparison is not passed, only the new version is displayed in the software version by default, but no upgrade prompt is performed, so that the user is prevented from being disturbed.

According to the embodiment of the disclosure, the function items to be upgraded are consistent with the measurement dimension of the function items commonly used by the user, the function items are divided according to the secondary columns of the client software and labeled to form a standardized function item label library, and the function item label library covers the online full functions provided by the client software and takes the function item labels as unique identifications. The client updating module can store the client version list information, and each version code included in the version list information optimizes and reforms contents, the function items and the like, and can be realized by adding relevant function item labels when an operation and maintenance person packages and uploads the client software.

According to the embodiment of the disclosure, the user behavior data analysis module is used for analyzing the user behavior data and transaction data obtained according to the embedded point of the client software based on the basic information of the user, determining common function items of the user, and determining potential common function items of the user by utilizing a collaborative filtering algorithm.

FIG. 4 schematically illustrates a flow chart of determining whether to prompt an upgrade based on a relationship between a degree of matching and a preset threshold according to an embodiment of the present disclosure; fig. 5 schematically illustrates a flowchart of determining whether to prompt an upgrade based on a relationship between a degree of matching and a preset threshold according to another embodiment of the present disclosure.

As shown in fig. 4, assuming that the preset threshold is 50%, in operation S309, the following operations may be further included: the data analysis module analyzes that the common function items and/or the potential common function items of the user respectively have a common function item 1, a common function item 2 and a potential common function item 3, and the function items to be upgraded at the moment have two items in total and correspond to the common function item 1 and the potential common function item 3 respectively, and the matching degree at the moment can be considered to be 100%, so that the matching degree at the moment can be the condition that the matching degree is higher than a preset threshold value, and therefore, a target user can be prompted to update software in the target device.

As shown in fig. 5, the data analysis module analyzes that the common function items and/or the potential common function items of the user have a common function item 1 and a potential common function item 2, respectively, and the updated function item at this time has a total of 5 items, and among the 5 function items, the total two items respectively correspond to the common function item 1 and the potential common function item 2, the matching degree at this time may be considered to be 40%, so the matching degree at this time may be considered to be a case below a preset threshold, in which case it may not be necessary to prompt the target user to update the software in the target device.

According to the embodiment of the present disclosure, the content related to operations S301 to S312, such as determining the common function item, determining the potential common function item, comparing the common function item, the content of the potential common function item and the function item to be upgraded, etc., may refer to operations S201 to S204, which are not described herein.

According to an embodiment of the present disclosure, upgrading the version of the client software from version 1.0 to version 1.1 (without supporting separate upgrades to the functional items) may include the following operations: a user locally starts client software on target equipment; client software obtains client version information (version number 1.0) from a target device local configuration file; the client software sends the local version information (version number 1.0) of the client to a client updating module of the server; the client updating module of the server side receives the version information (version number 1.0) of the local client of the client; the client updating module of the server side checks the current latest client version information (version number 1.1) in the server version list and corresponding function item labels (FUN 1 and FUN 2) to which the code optimization belongs; the latest version 1.1 of the client is higher than the version number 1.0 of the client local client through analysis; the client updating module at the server side calls the user behavior data analysis module to acquire common function items and potential common function item information (FUN 1 and FUN 3) of a user; the client updating module at the server determines that the matching number of function item labels (FUN 1 and FUN 2) related to the latest version of function upgrade and function item labels (FUN 1 and FUN 3) contained in the client common function item and potential common function item information is 1, the matching degree is 50%, and the threshold value is 50%; the client updating module of the server side returns version upgrading information and latest version resource linking information to the client software, and prompts the user to update the client software of the target device to 1.1.

According to an embodiment of the present disclosure, upgrading the version of the client software from version 1.0 to version 1.1 (supporting separate upgrades to the functional items) may include the following operations: a user locally starts client software on target equipment; client software obtains client version information (version number 1.0) from a target device local configuration file; the client software sends the local version information (version number 1.0) of the client to a client updating module of the server; the client updating module of the server side receives the version information (version number 1.0) of the local client of the client; the client updating module of the server side checks the current latest client version information (version number 1.1) in the server version list and corresponding function item labels (FUN 1 and FUN 2) to which the code optimization belongs; the latest version 1.1 of the client is higher than the version number 1.0 of the client local client through analysis; the client updating module at the server side calls the user behavior data analysis module to acquire common function items and potential common function item information (FUN 1 and FUN 3) of a user; a client updating module of the server determines that the function item label related to the latest version of function upgrade has an intersection FUN1 with the user common function item and the potential common function item label; the client updating module of the server side returns version upgrading information and latest version resource linking information to the client software, prompts a user to update the version to 1.1, and only updates the function item FUN1.

According to an embodiment of the present disclosure, upgrading the version of the client software from version 2.0 to version 2.1 (without supporting separate upgrades to the functional items) may include the following operations: a user locally starts client software on target equipment; client software obtains client version information (version number 2.0) from a target device local configuration file; the client software sends the local version information (version number 2.0) of the client to a client updating module of the server; the client updating module of the server side receives the version information (version number 2.0) of the local client of the client; the client updating module of the server side checks the current latest client version information (version number 2.1) in the server version list and corresponding function item labels (FUN 1, FUN2, FUN3, FUN4 and FUN 5) to which the code optimization belongs; the latest version 2.1 of the client is higher than the version number 2.0 of the client local client through analysis; the client updating module at the server side calls the user behavior data analysis module to acquire common function items and potential common function item information (FUN 5) of a user; the client updating module at the server determines that the matching number of function item labels (FUN 1, FUN2, FUN3, FUN4 and FUN 5) related to the latest version of function upgrade and function item labels (FUN 5) contained in the client common function item information is 1, the matching degree is 20%, and the matching degree is lower than a threshold value by 50%; the server side returns version number information to the client software, but does not prompt the user to update the version 2.1, so that the user is prevented from being disturbed.

According to an embodiment of the present disclosure, upgrading the version of the client software from version 2.0 to version 2.1 (supporting separate upgrades to the functional items) may include the following operations: a user locally starts client software on target equipment; client software obtains client version information (version number 2.0) from a target device local configuration file; the client software sends the local version information (version number 2.0) of the client to a client updating module of the server; the client updating module of the server side receives the version information (version number 2.0) of the local client of the client; the client updating module of the server side checks the current latest client version information (version number 2.1) in the server version list and corresponding function item labels (FUN 1, FUN2, FUN3, FUN4 and FUN 5) to which the code optimization belongs; the latest version 2.1 of the client is higher than the version number 2.0 of the client local client through analysis; the client updating module at the server side calls the user behavior data analysis module to acquire common function items and potential common function item information (FUN 6 and FUN 7) of a user; the client updating module of the server side analyzes and determines that the function item label related to the latest version of function upgrade has no intersection with the common function item of the user and the potential common function item; the server side returns version number information to the client software, but does not prompt the user to update the version 2.1, so that the user is prevented from being disturbed.

According to the embodiment of the disclosure, the behavior data of the software can be combined with the behavior data of the user, the to-be-upgraded function is matched with the common function of the user before the software upgrading prompt is carried out, intelligent software upgrading prompt is realized according to the matching condition, the trouble caused by unnecessary function optimization upgrading to the user is reduced, and the experience of the user and the resource utilization rate of target equipment are improved.

The embodiment of the disclosure is suitable for version upgrading of client software of all terminal equipment, and is even suitable for version upgrading scenes of various software of computer edition.

According to the embodiment of the disclosure, an intelligent digital software version upgrading method and system are provided based on behavior data of a user using software, function label information is added to a client software version by constructing a standardized full-quantity function item label library of online service, user behavior data is analyzed and measured to determine common and potential common function item labels of the user, and personalized, refined and digital software version upgrading effects are achieved based on the function item labels. Only when the version upgrading content is the content commonly used or focused by the user, the software actively prompts the user to upgrade and optimize the software, otherwise, only the new version is displayed in the software version by default, but the upgrading prompt is not performed, so that the user is prevented from being disturbed, the trouble caused by the upgrading to the user is avoided, and meanwhile, the resource utilization rate of the user terminal equipment can be improved.

The embodiment of the disclosure provides a software upgrading system and a method based on user behavior data, which are combined with the user behavior data and digital information to establish a software upgrading reminding scheme for a user, and the user is individually reminded of upgrading a software system according to habit and preference of the user, so that the disturbance of software upgrading to the user is reduced, and the maximization of the resource utilization rate of target equipment is promoted.

It should be noted that, unless there is an execution sequence between different operations or an execution sequence between different operations in technical implementation, the execution sequence between multiple operations may be different, and multiple operations may also be executed simultaneously in the embodiment of the disclosure.

Based on the software upgrading method, the disclosure also provides a software upgrading device. The device will be described in detail below in connection with fig. 6.

Fig. 6 schematically shows a block diagram of a software upgrade apparatus according to an embodiment of the present disclosure.

As shown in fig. 6, the software upgrade apparatus 600 of this embodiment includes a first acquisition module 610, a second acquisition module 620, a first determination module 630, and a first transmission module 640.

The first obtaining module 610 is configured to obtain, in response to the software upgrade request, an upgrade version number carried in the software upgrade request and a current version number of the software stored locally in the target device.

The second obtaining module 620 is configured to obtain, in a case where the current version number is inconsistent with the upgrade version number, a set of to-be-upgraded function items associated with the upgrade version number and historical behavior data generated when the target user uses the software.

The first determining module 630 is configured to determine a set of common function items of the target user by analyzing historical behavior data of the target user.

And the first sending module 640 is configured to send upgrade prompt information to a target device of the target user when the to-be-upgraded function item set and the common function item set have the same function item, so that the target user upgrades software in the target device.

According to an embodiment of the present disclosure, the first determining module may further include a screening unit, a first generating unit, a sorting unit, and a second generating unit.

And the screening unit is used for screening effective historical behavior data from the historical behavior data based on preset screening conditions.

The first generation unit is used for generating an initial historical behavior data table based on the effective historical behavior data.

And the ordering unit is used for ordering the initial historical behavior data table to obtain the historical behavior data table.

And the second generation unit is used for generating a common function item set of the target user according to a plurality of function items corresponding to the historical behavior data of the preset quantity in the historical behavior data table.

According to an embodiment of the present disclosure, the software upgrade apparatus may further include a collection module, a second determination module.

And the collection module is used for collecting behavior path data of the target user by taking each common function item in the common function item set as a starting point of the behavior path.

And the second determining module is used for determining a potential common function item set associated with the common function item set according to the behavior path data of the target user.

According to an embodiment of the present disclosure, the first transmitting module may further include a first determining unit, a third generating unit.

A first determining unit, configured to determine whether the software supports the individual upgrade function item in a case where the to-be-upgraded function item set and the common function item set have the same function item.

And the third generating unit is used for generating and sending prompt information for upgrading the same function item under the condition that the software supports independent upgrading function item.

According to an embodiment of the present disclosure, the software upgrade apparatus may further include a third determination module, a second transmission module.

And the third determining module is used for determining the matching degree between the common function set and the potential common function item set and the function item set to be upgraded under the condition that the software does not support the independent upgrading function item.

The second sending module is used for sending prompt information of upgrading software to target equipment of the target user under the condition that the matching degree is larger than or equal to a preset threshold value.

According to an embodiment of the present disclosure, the software upgrade apparatus may further include a comparison module, a first display module.

And the comparison module is used for comparing the function item set to be upgraded with the common function item set to obtain a comparison result.

The first display module is used for responding to the operation of the target user for obtaining the comparison result under the condition that the function item set to be upgraded and the common function item set do not have the same function item, and displaying the comparison result to the target user.

According to an embodiment of the present disclosure, the software upgrade apparatus may further include a second presentation module.

And the second display module is used for responding to the operation of the target user for obtaining the comparison result under the condition that the matching degree is smaller than the preset threshold value, and displaying the comparison result to the target user.

According to an embodiment of the present disclosure, the third determining module may further include a second determining unit, a third determining unit, and a fourth determining unit.

And the second determining unit is used for determining a first number of to-be-upgraded functional items from the plurality of to-be-upgraded functional items, wherein the first number of to-be-upgraded functional items corresponds to the common functional items.

And the third determining unit is used for determining a second number of to-be-upgraded functional items in the to-be-upgraded functional item set, wherein the second number of to-be-upgraded functional items corresponds to the potential common functional items.

And the fourth determining unit is used for determining the matching degree according to the ratio of the first quantity and the second quantity to the total quantity of the function items to be upgraded in the function item set to be upgraded.

According to an embodiment of the present disclosure, any of the first acquisition module 610, the second acquisition module 620, the first determination module 630, and the first transmission module 640 may be combined in one module to be implemented, or any of the modules may be split into a plurality of modules. Alternatively, at least some of the functionality of one or more of the modules may be combined with at least some of the functionality of other modules and implemented in one module. According to embodiments of the present disclosure, at least one of the first acquisition module 610, the second acquisition module 620, the first determination module 630, and the first transmission module 640 may be implemented at least in part as hardware circuitry, such as a Field Programmable Gate Array (FPGA), a Programmable Logic Array (PLA), a system on a chip, a system on a substrate, a system on a package, an Application Specific Integrated Circuit (ASIC), or may be implemented in hardware or firmware in any other reasonable manner of integrating or packaging the circuitry, or in any one of or a suitable combination of three of software, hardware, and firmware. Alternatively, at least one of the first acquisition module 610, the second acquisition module 620, the first determination module 630, and the first transmission module 640 may be at least partially implemented as a computer program module, which when executed may perform the respective functions.

It should be noted that, in the embodiment of the present disclosure, the software upgrading apparatus portion corresponds to the software upgrading method portion in the embodiment of the present disclosure, and the description of the software upgrading apparatus portion specifically refers to the software upgrading method portion, which is not described herein again.

As shown in fig. 7, an electronic device 700 according to an embodiment of the present disclosure includes a processor 701 that can perform various appropriate actions and processes according to a program stored in a Read Only Memory (ROM) 702 or a program loaded from a storage section 708 into a Random Access Memory (RAM) 703. The processor 701 may include, for example, a general purpose microprocessor (e.g., a CPU), an instruction set processor and/or an associated chipset and/or a special purpose microprocessor (e.g., an Application Specific Integrated Circuit (ASIC)), or the like. The processor 701 may also include on-board memory for caching purposes. The processor 701 may comprise a single processing unit or a plurality of processing units for performing different actions of the method flows according to embodiments of the disclosure.

In the RAM 703, various programs and data necessary for the operation of the electronic apparatus 700 are stored. The processor 701, the ROM 702, and the RAM 703 are connected to each other through a bus 704. The processor 701 performs various operations of the method flow according to the embodiments of the present disclosure by executing programs in the ROM 702 and/or the RAM 703. Note that the program may be stored in one or more memories other than the ROM 702 and the RAM 703. The processor 701 may also perform various operations of the method flow according to embodiments of the present disclosure by executing programs stored in the one or more memories.

According to an embodiment of the present disclosure, the electronic device 700 may further include an input/output (I/O) interface 705, the input/output (I/O) interface 705 also being connected to the bus 704. The electronic device 700 may also include one or more of the following components connected to the I/O interface 705: an input section 706 including a keyboard, a mouse, and the like; an output portion 707 including a Cathode Ray Tube (CRT), a Liquid Crystal Display (LCD), and the like, a speaker, and the like; a storage section 708 including a hard disk or the like; and a communication section 709 including a network interface card such as a LAN card, a modem, or the like. The communication section 709 performs communication processing via a network such as the internet. The drive 710 is also connected to the I/O interface 705 as needed. A removable medium 711 such as a magnetic disk, an optical disk, a magneto-optical disk, a semiconductor memory, or the like is mounted on the drive 710 as necessary, so that a computer program read therefrom is mounted into the storage section 708 as necessary.

The present disclosure also provides a computer-readable storage medium that may be embodied in the apparatus/device/system described in the above embodiments; or may exist alone without being assembled into the apparatus/device/system. The computer-readable storage medium carries one or more programs which, when executed, implement methods in accordance with embodiments of the present disclosure.

According to embodiments of the present disclosure, the computer-readable storage medium may be a non-volatile computer-readable storage medium, which may include, for example, but is not limited to: 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), 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. For example, according to embodiments of the present disclosure, the computer-readable storage medium may include ROM 702 and/or RAM 703 and/or one or more memories other than ROM 702 and RAM 703 described above.

Embodiments of the present disclosure also include a computer program product comprising a computer program containing program code for performing the methods shown in the flowcharts. The program code, when executed in a computer system, causes the computer system to implement the software upgrade method provided by embodiments of the present disclosure.

The above-described functions defined in the system/apparatus of the embodiments of the present disclosure are performed when the computer program is executed by the processor 701. The systems, apparatus, modules, units, etc. described above may be implemented by computer program modules according to embodiments of the disclosure.

In one embodiment, the computer program may be based on a tangible storage medium such as an optical storage device, a magnetic storage device, or the like. In another embodiment, the computer program may also be transmitted, distributed over a network medium in the form of signals, downloaded and installed via the communication section 709, and/or installed from the removable medium 711. The computer program may include program code that may be transmitted using any appropriate network medium, including but not limited to: wireless, wired, etc., or any suitable combination of the foregoing.

In such an embodiment, the computer program may be downloaded and installed from a network via the communication portion 709, and/or installed from the removable medium 711. The above-described functions defined in the system of the embodiments of the present disclosure are performed when the computer program is executed by the processor 701. The systems, devices, apparatus, modules, units, etc. described above may be implemented by computer program modules according to embodiments of the disclosure.

According to embodiments of the present disclosure, program code for performing computer programs provided by embodiments of the present disclosure may be written in any combination of one or more programming languages, and in particular, such computer programs may be implemented in high-level procedural and/or object-oriented programming languages, and/or assembly/machine languages. Programming languages include, but are not limited to, such as Java, c++, python, "C" or similar programming languages. The program code may execute entirely on the user's computing device, partly on the user's device, partly on a remote computing device, or entirely on the remote computing device or server. In the case of remote computing devices, the remote computing device may be connected to the user computing device through any kind of network, including a Local Area Network (LAN) or a Wide Area Network (WAN), or may be connected to an external computing device (e.g., connected via the Internet using an Internet service provider).

The flowcharts and block diagrams in the figures illustrate the architecture, functionality, and operation of possible implementations of systems, methods and computer program products according to various embodiments of the present disclosure. In this regard, each block in the flowchart or block diagrams may represent a module, segment, or portion of code, which comprises one or more executable instructions for implementing the specified logical function(s). It should also be noted that, in some alternative implementations, the functions noted in the block may occur out of the order noted in the figures. For example, two blocks shown in succession may, in fact, be executed substantially concurrently, or the blocks may sometimes be executed in the reverse order, depending upon the functionality involved. It will also be noted that each block of the block diagrams or flowchart illustration, and combinations of blocks in the block diagrams or flowchart illustration, can be implemented by special purpose hardware-based systems which perform the specified functions or acts, or combinations of special purpose hardware and computer instructions.

Those skilled in the art will appreciate that the features recited in the various embodiments of the disclosure and/or in the claims may be provided in a variety of combinations and/or combinations, even if such combinations or combinations are not explicitly recited in the disclosure. In particular, the features recited in the various embodiments of the present disclosure and/or the claims may be variously combined and/or combined without departing from the spirit and teachings of the present disclosure. All such combinations and/or combinations fall within the scope of the present disclosure.

The embodiments of the present disclosure are described above. However, these examples are for illustrative purposes only and are not intended to limit the scope of the present disclosure. Although the embodiments are described above separately, this does not mean that the measures in the embodiments cannot be used advantageously in combination. The scope of the disclosure is defined by the appended claims and equivalents thereof. Various alternatives and modifications can be made by those skilled in the art without departing from the scope of the disclosure, and such alternatives and modifications are intended to fall within the scope of the disclosure.

Claims

1. A method of software upgrade, comprising:

responding to a software upgrading request, and acquiring an upgrading version number carried in the software upgrading request and a current version number of the software stored in the local of target equipment;

Acquiring a set of to-be-upgraded function items associated with the upgrade version number and historical behavior data generated when a target user uses the software under the condition that the current version number is inconsistent with the upgrade version number;

determining a set of common function items of the target user by analyzing the historical behavior data of the target user;

and under the condition that the function item set to be upgraded and the common function item set have the same function item, sending upgrading prompt information to the target equipment of the target user so that the target user upgrades the software in the target equipment.

2. The method of claim 1, wherein the determining the set of commonly used functional items of the target user by analyzing the historical behavioral data of the target user comprises:

screening effective historical behavior data from the historical behavior data based on preset screening conditions;

generating an initial historical behavior data table based on the valid historical behavior data;

sorting the initial historical behavior data table to obtain a historical behavior data table;

and generating a common function item set of the target user according to a plurality of function items corresponding to the historical behavior data of the preset quantity in the historical behavior data table.

3. The method of claim 2, wherein the common set of function items comprises a plurality of common function items;

the method further comprises the steps of:

collecting behavior path data of the target user by taking each common function item in the common function item set as a starting point of a behavior path;

and determining a potential common function item set associated with the common function item set according to the behavior path data of the target user.

4. The method of claim 3, wherein the sending upgrade prompt information to the target device of the target user if the set of to-be-upgraded function items and the set of common function items have the same function item comprises:

determining whether the software supports individual upgrading function items under the condition that the function item set to be upgraded and the common function item set have the same function item;

and generating and sending prompt information for upgrading the same functional items under the condition that the software supports independent upgrading of the functional items.

5. The method of claim 4, further comprising:

determining the matching degree between the common function set and the potential common function item set and the function item set to be upgraded under the condition that the software does not support independent upgrading function items; and

And sending prompt information for upgrading the software to the target equipment of the target user under the condition that the matching degree is larger than or equal to a preset threshold value.

6. The method of claim 5, further comprising:

comparing the function item set to be upgraded with the common function item set to obtain a comparison result; and

and under the condition that the same function item does not exist in the to-be-upgraded function item set and the common function item set, responding to the operation of acquiring the comparison result by the target user, and displaying the comparison result to the target user.

7. The method of claim 6, further comprising:

and under the condition that the matching degree is smaller than the preset threshold value, responding to the operation of the target user for acquiring the comparison result, and displaying the comparison result to the target user.

8. The method of claim 5, wherein the set of functional items to be upgraded comprises a plurality of functional items to be upgraded, and the set of potential common functional items comprises a plurality of potential common functional items;

the determining the matching degree between the common function set and the potential common function item set and the function item set to be upgraded comprises:

Determining a first number of function items to be upgraded from the plurality of function items to be upgraded, wherein the first number of function items to be upgraded corresponds to the common function items;

determining a second number of function items to be upgraded in the function item set to be upgraded, wherein the second number of function items to be upgraded corresponds to the potential common function items;

and determining the matching degree according to the ratio of the first quantity and the second quantity to the total quantity of the function items to be upgraded in the function item set to be upgraded.

9. A software upgrade apparatus comprising:

the first acquisition module is used for responding to a software upgrading request and acquiring an upgrading version number carried in the software upgrading request and a current version number of the software stored in the local of the target equipment;

the second obtaining module is used for obtaining a set of to-be-upgraded function items associated with the upgrading version number and historical behavior data generated when a target user uses the software under the condition that the current version number is inconsistent with the upgrading version number;

the first determining module is used for determining a common function item set of the target user by analyzing the historical behavior data of the target user;

The first sending module is used for sending upgrade prompt information to the target equipment of the target user under the condition that the function item set to be upgraded and the common function item set have the same function item, so that the target user upgrades the software in the target equipment.

10. An electronic device, comprising:

one or more processors;

storage means for storing one or more programs,

wherein the one or more programs, when executed by the one or more processors, cause the one or more processors to perform the method of any of claims 1-8.

11. A computer readable storage medium having stored thereon executable instructions which, when executed by a processor, cause the processor to perform the method according to any of claims 1-8.

12. A computer program product comprising a computer program which, when executed by a processor, implements the method according to any one of claims 1 to 8.