WO2018149383A1

WO2018149383A1 - Page display method and apparatus, storage medium, and electronic apparatus

Info

Publication number: WO2018149383A1
Application number: PCT/CN2018/076456
Authority: WO
Inventors: 杨柳
Original assignee: 腾讯科技（深圳）有限公司
Priority date: 2017-02-20
Filing date: 2018-02-12
Publication date: 2018-08-23
Also published as: CN108304235A; CN108304235B

Abstract

The invention discloses a page display method and apparatus, a storage medium, and an electronic apparatus. The method comprises: obtaining operation data obtained by operating a target application, wherein the operation data comprises information about multiple operation nodes, and after a target operation node among multiple operation nodes is triggered, displaying a page corresponding to the target operation node, wherein the target operation node is an arbitrary operation node; obtaining multiple operation paths according to the operation data; selecting, from the multiple operation paths, an operation path meeting a preset condition as a target operation path; and configuring the target operation path as a default operation path, wherein if the first operation node of the default operation path is triggered, the target application directly jumps to a target page, and the target page is a page corresponding to the last operation node of the target operation path. The invention solves the technical problem in which demands of different users for personalized shortcut operation are not satisfied in the prior art.

Description

Page display method and device, storage medium, and electronic device

The present application claims the priority of the Chinese Patent Application, the entire disclosure of which is hereby incorporated by reference.

Technical field

The present invention relates to the field of the Internet, and in particular to a page display method and apparatus, a storage medium, and an electronic device.

Background technique

In modern society, a wide variety of applications greatly facilitate people's lives. To enter a certain page of an application, users may need a lot of steps. In order to simplify the user's operation steps, you can use a shortcut method, such as adding a shortcut bookmark on the mobile phone desktop, the user can click the shortcut bookmark to open A page, so that you do not need to enter the browser to enter an address to open the page, saving the user's steps.

However, because different users have different operating habits, this pre-set method cannot meet the personalized and fast operation requirements of different users.

In response to the above problems, no effective solution has been proposed yet.

Summary of the invention

The embodiment of the invention provides a page display method and device, a storage medium and an electronic device, so as to at least solve the technical problem that the related technologies cannot meet the personalized shortcut operation requirements of different users.

According to an aspect of the embodiments of the present invention, a page display method includes: collecting, by a terminal, operation data obtained by an operation target application, where the operation data carries information of multiple operation nodes, where the multiple After the target operation node in the operation node is triggered, the page corresponding to the target operation node is displayed, and the target operation node is any one operation node; the terminal acquires multiple operation paths according to the operation data, where each The operation path includes at least two operation nodes; the terminal selects an operation path that satisfies a preset condition from the plurality of the operation paths as a target operation path; and the terminal sets the target operation path as a default operation path. The target application directly jumps to the target page under the condition that the first operation node of the default operation path is triggered, wherein the target page is the last operation with the target operation path The page corresponding to the node.

According to another aspect of the embodiments of the present invention, a page display apparatus is further provided, including: a first collecting unit, configured to collect operation data obtained by an operation target application, wherein the operation data carries multiple operation nodes And after the target operation node of the plurality of operation nodes is triggered, displaying a page corresponding to the target operation node, where the target operation node is any one of the operation nodes; and the first acquisition unit is configured to The operation data acquires a plurality of operation paths, wherein each of the operation paths includes at least two operation nodes; and the selection unit is configured to select, from the plurality of the operation paths, an operation path that meets a preset condition as the target operation path; a setting unit, configured to set the target operation path as a default operation path, where the target application directly jumps to the target page under the condition that the first operation node of the default operation path is triggered, wherein The target page is a page corresponding to the last operation node of the target operation path.

According to another aspect of an embodiment of the present invention, there is further provided a storage medium, wherein the storage medium stores a computer program configured to execute a page display method in an embodiment of the present invention at runtime.

According to another aspect of an embodiment of the present invention, there is also provided an electronic device comprising a memory and a processor, wherein the memory stores a computer program, the processor being arranged to execute the computer program to perform the embodiment of the present invention The page display method.

In the embodiment of the present invention, the terminal obtains the operation data obtained by the user operating the application, and acquires the operation path of the user according to the operation data, and each operation path is determined by at least two operation nodes, and the user is selected from the plurality of operation paths. The most commonly used operation path is the target operation path, and the target operation path is set as the default operation path. When the first operation node of the default operation path is triggered, the application directly jumps to the target page, where the target page is The page corresponding to the last operation node of the target operation path, which saves the trouble that the user sequentially triggers all the operation nodes on the operation path, and, for different users, the operation data generated by the same application may be operated. Different, the target operation path calculated according to the operation data may be different, and the default operation path on the terminal is also different from person to person, achieving the technical effect of satisfying the personalized shortcut operation requirements of different users, thereby solving the related Can't meet the personalized shortcut of different users in technology Technical issues of operational requirements.

DRAWINGS

The drawings described herein are intended to provide a further understanding of the invention, and are intended to be a part of the invention. In the drawing:

1 is a schematic diagram of a hardware environment in accordance with an embodiment of the present invention;

2 is a flow chart of an alternative page display method according to an embodiment of the present invention;

3 is a schematic diagram of a correspondence relationship between an operation node and identification information according to an embodiment of the present invention;

4 is a schematic diagram of recording operation data of a user according to an embodiment of the present invention;

FIG. 5 is a schematic diagram of generating a common path according to operation data according to an embodiment of the present invention; FIG.

6 is a schematic diagram of a setting interface according to an embodiment of the present invention;

FIG. 7 is a flowchart of another page display method according to an embodiment of the present invention; FIG.

8 is a behavior tree state diagram of a certain scenario of an application according to an embodiment of the present invention;

9 is a schematic diagram of an alternative page display device in accordance with an embodiment of the present invention;

FIG. 10 is a schematic diagram of an electronic device in accordance with an embodiment of the present invention.

detailed description

The technical solutions in the embodiments of the present invention are clearly and completely described in the following with reference to the accompanying drawings in the embodiments of the present invention. It is an embodiment of the invention, but not all of the embodiments. All other embodiments obtained by those skilled in the art based on the embodiments of the present invention without creative efforts shall fall within the scope of the present invention.

It is to be understood that the terms "first", "second" and the like in the specification and claims of the present invention are used to distinguish similar objects, and are not necessarily used to describe a particular order or order. It is to be understood that the data so used may be interchanged where appropriate, so that the embodiments of the invention described herein can be implemented in a sequence other than those illustrated or described herein. In addition, the terms "comprises" and "comprises" and "the" and "the" are intended to cover a non-exclusive inclusion, for example, a process, method, system, product, or device that comprises a series of steps or units is not necessarily limited to Those steps or units may include other steps or units not explicitly listed or inherent to such processes, methods, products or devices.

According to an embodiment of the present invention, an embodiment of a page display method is provided.

Optionally, in this embodiment, the above page display method may be applied to a hardware environment composed of the server 102 and the terminal 104 as shown in FIG. 1. As shown in FIG. 1, the server 102 is connected to the terminal 104 through a network. The network includes but is not limited to a wide area network, a metropolitan area network, or a local area network. The terminal 104 is not limited to a PC, a mobile phone, a tablet, or the like. The method for displaying a page provided by the embodiment of the present invention may be performed by the terminal 104 alone or by the server 102 and the terminal 104. The page display method in which the terminal 104 executes the embodiment of the present invention may be executed by a client installed thereon.

The method for displaying the page provided by the embodiment of the present invention is performed by the terminal 104 separately as follows:

The target application is installed on the terminal 104. The user operates the target application to generate operational data. After triggering an operation node, the terminal displays a page corresponding to the operation node.

The terminal 104 collects operation data obtained by the user operating the target application, wherein the operation data carries information of a plurality of operation nodes. Acquiring a plurality of operation paths according to the operation data, wherein each operation path includes at least two operation nodes. The probability of use of each operation path is calculated, wherein the usage probability is used to indicate the probability that the operation node on the operation path is triggered; and the operation path with the highest probability of use is used as the target operation path. Setting the target operation path as the default operation path, wherein the target application directly jumps to the target page under the condition that the first operation node of the default operation path is triggered, wherein the target page is the last one of the target operation path The page corresponding to the operation node.

The method for displaying the page displayed by the embodiment of the present invention is performed by the server 102 and the terminal 104 together as follows:

The terminal 104 collects operation data obtained by the user operating the target application, wherein the operation data carries information of a plurality of operation nodes. The terminal 104 transmits the operation data to the server 102. The server 102 acquires a plurality of operation paths according to the operation data, wherein each of the operation paths includes at least two operation nodes. The server 102 calculates the usage probability of each operation path, wherein the usage probability is used to indicate the probability that the operation node on the operation path is triggered; the operation path with the highest usage probability is taken as the target operation path. Server 102 transmits the target operational path to terminal 104. The terminal 104 sets the target operation path as the default operation path, wherein the target application directly jumps to the target page under the condition that the first operation node of the default operation path is triggered, wherein the target page is the target operation path The page corresponding to the last operation node.

According to an embodiment of the present invention, a page display method is provided. As shown in FIG. 2, the method includes the following steps:

Step S202, the terminal collects operation data obtained by the operation target application, wherein the operation data carries information of a plurality of operation nodes, and after the target operation node of the plurality of operation nodes is triggered, displaying a page corresponding to the target operation node, The target operation node is any one of the operation nodes.

Step S204: The terminal acquires multiple operation paths according to the operation data, where each operation path includes at least two operation nodes.

In step S206, the terminal selects an operation path that meets the preset condition from the plurality of operation paths as the target operation path.

Step S208, the terminal sets the target operation path as the default operation path, wherein the target application directly jumps to the target page under the condition that the first operation node of the default operation path is triggered, wherein the target page is the target operation The page corresponding to the last operation node of the path.

The target application is installed on the terminal. The user operates the target application to generate operational data.

In the embodiment of the present invention, the terminal obtains the operation data obtained by the user operating the application, and acquires the operation path of the user according to the operation data, and each operation path is determined by at least two operation nodes, and the user is selected from the plurality of operation paths. The most commonly used operation path is used as the target operation path, and the target operation path is set as the default operation path. When the first operation node of the default operation path is triggered, the application directly jumps to the target page, where the target page is The page corresponding to the last operation node of the target operation path, which saves the trouble that the user sequentially triggers all the operation nodes on the operation path, and, for different users, the operation data generated by the same application may be operated. Different, the target operation path calculated according to the operation data may be different, and the default operation path on the terminal is also different from person to person, avoiding the technical problem that the related technology cannot meet the personalized shortcut operation requirements of different users. Achieve personalized shortcuts to meet different users The technical effect of demand.

For the same application, the default operation path for different users can be different.

The default operation path for the same user is different for different applications.

Each operation node in the target application is assigned identification information before collecting the operational data obtained by the operation target application.

The i-th operation node is assigned an i-th identification information, and the i-th operation node is any one of the target application programs.

The identification information can be numbers, letters, and the like.

When the ith operation node is triggered, the ith identifier information is recorded, wherein the ith identifier information is identifier information corresponding to the ith operation node, and the ith operation node is any one of the target application programs. The i-th identification information can represent the i-th operation node.

In Figure 3, 11 operating nodes are shown, which are the operating node "WeChat", the operating node "Contacts", the operating node "Discovery", the operating node "I", the operating node "Friends circle", and the operating node "Sweep one. Sweep, operation node "shake", operation node "people nearby", operation node "drift bottle", operation node "shopping", operation node "game". When the user clicks on an operation node, the operation node can be triggered. When any operation node is triggered, the terminal displays the page corresponding to the triggered operation node.

The identification information is assigned to the 11 operation nodes in FIG. 3, the identification information of the operation node "WeChat" is A1, the identification information of the operation node "address book" is A2, the identification information of the operation node "discovery" is A3, and the operation node " The identification information of "I" is A4, the identification information of the "friend circle" of the operation node is B1, the identification information of the operation node "sweep" is B2, the identification information of the operation node "shake" is B3, and the operation node is "near" The identification information of the "person" is B4, the identification information of the operation node "drift bottle" is B5, the identification information of the operation node "shopping" is B6, and the identification information of the operation node "game" is B7.

Each time the user triggers an operation node, the identification information corresponding to the operation node is recorded.

Each operational node can also be referred to as a button element.

Positioning a button element of a user's click screen on a behavior, each button corresponding to a unique behavior action, as shown in Figure 3, using the numbers of A1, A2, A3, and A4 to correspond to "WeChat", "Contacts" ", "discover", "I" this four buttons.

When developing an application, assign a behavior number (identification information) to each button. For example, A1, A2.., all the areas in the application that the user can click (operation node) will be assigned a unique one. Behavior number (identification information).

When a button is clicked, it will receive an onClick event. Each time the user clicks a button, the corresponding behavior number will be recorded, as shown in Figure 4.

When the application interface is developed, an event receiver is registered for each button. As shown in Figure 4, when the user clicks on the "friend circle", he will receive a click event and then record it as the "friend circle" button. Assigned behavior B1, design a behavior logger to collect the behavior number generated by the user's behavior, and record the behavior number in the database.

As shown in Figure 5, the database is used to record the user's behavior, and an algorithm for designing a common path is used to analyze and calculate the user's path chain, and to calculate a high-probability path and finally record as a common path (target operation path). Go to the database.

The specific process of selecting the operation path that satisfies the preset condition from the plurality of operation paths as the target operation path may be: calculating the usage probability of each operation path, wherein the usage probability is used to indicate that the operation node on the operation path is triggered Probability; the operational path with the highest probability of use will be the target operational path.

Each operation path is determined by at least two operation nodes, and the usage probability of the operation path indicates how frequently the operation path is used by the user. The greater the probability of use of an operational path, the more frequently the user uses the operational path. The user uses the most frequently used operation path as the target operation path, and sets the target operation path to the default operation path of the application on the terminal, so that the user only needs to click the first operation node of the default operation path, and the terminal displays the default operation path. The page corresponding to the last operation node obtains user preferences by using the probability method, so that the steps of the user's operation of the application are greatly reduced, and the user experience is improved.

Directly using the operation path with the highest probability of use as the target operation path may cause a problem. For example, suppose that there are five operation paths obtained according to the user's operation data, namely: operation path E1-E2, operation path E1- E3, the operation path E1-E4, the operation path E1-E5, and the operation path E1-E6, the usage probabilities of the five operation paths are: 20%, 20%, 21%, 19%, 23%, 17%. Among them, E1, E2, E3, E4, E5, and E6 are the identification information of the operation node.

The operation path with the highest probability of use is the operation path E1-E5.

It can be seen that the usage probabilities of the five operating paths are not much different, indicating that the frequency of the user's use of the five operating paths is similar. In this case, if the operating path E1-E5 is set as the default operating path, the user triggers E1 correspondingly. The operation node, the terminal displays the page corresponding to the operation node corresponding to E5, and it is very likely that this page is not the page that the user wants to see.

In order to solve this problem, the operation path with the highest probability of use is selected as the first operation path; whether the usage probability of the first operation path is greater than or equal to the preset probability value; the usage probability of the first operation path is greater than or equal to the preset probability value. In the case of the first operation path, the first operation path is used.

That is to say, after obtaining the operation path (first operation path) with the highest probability of use, it is not directly used as the target operation path, but it is determined whether the usage probability is greater than or equal to the preset probability value. If the usage probability of the first operation path is less than the preset probability value, the operation path is not used frequently. In this case, the first operation path is not used as the target operation path; the usage probability of the first operation path is greater than or equal to the preset. In the case of the probability value, it is indicated that the operation path is used frequently, and at this time, the first operation path is used as the target operation path.

The predetermined operation path includes a first operation node and a second operation node, and calculating a usage probability of each operation path includes: acquiring a first frequency at which the first operation node is triggered; acquiring, in a case where the first operation node is triggered, the second a second frequency at which the operation node is triggered; calculating a usage probability of the predetermined operation path according to the first frequency and the second frequency, wherein the first operation node is triggered before the second operation node, and the predetermined operation path is in the multiple operation paths Any one of the operation paths.

Calculating the usage probability of the predetermined operation path according to the first frequency and the second frequency comprises: dividing the second frequency by the first frequency to obtain a first proportional value; and using the first proportional value as a usage probability of the predetermined operational path.

Taking the predetermined operation path as an example, how to calculate the usage probability of the operation path is explained. The predetermined operational path is determined by two operational nodes, which are the first operational node and the second operational node, respectively.

The path data of the user collected within the preset time period:

F1-F3...F1-F4...F1-F2...F1-F3...F1-F3...F1-F3...F1-F3...F1-F3...F1-F3...F1-F3...

The number of times (first frequency) at which the operation node F1 (first operation node) is triggered is 10.

In the case where the first operational node is triggered, the number of times (second frequency) at which the operational node F2 (second operational node) is triggered is one.

In the case where the first operational node is triggered, the number of times (second frequency) at which the operational node F3 (second operational node) is triggered is 8.

In the case where the first operational node is triggered, the number of times (second frequency) at which the operational node F4 (second operational node) is triggered is one.

The usage probability of the operation paths F1-F2 is: 1/10=10%.

The usage probability of the operation paths F1-F3 is: 8/10=80%.

The usage probability of the operation paths F1-F4 is: 1/10=10%.

The usage probabilities of the operation paths F1-F3 are much larger than the usage probabilities of the operation paths F1-F2 and the usage probabilities of the operation paths F1-F4, and therefore, the operation paths F1-F3 are set as the default operation paths.

For the case where the operation path is determined by three or more operation nodes, the details will be described below.

Suppose that an operation path is determined by N (N ≥ 3) operation nodes, which are operation nodes F1, F2, F3, ..., FN, that is, the operation path is F1-F2-F3- F4...-FN. The operation path includes N-1 sub-operation paths, which are: sub-operation path F1-F2, sub-operation path F2-F3, and sub-operation path F3-F4. The usage probabilities of the N-1 sub-operation paths are respectively calculated, and the usage probabilities of the N-1 sub-operation paths are multiplied to obtain the usage probabilities of the operation paths F1-F2-F3-F4...-FN. The calculation method of the usage probability of any one of the sub-operation paths is calculated using the method described above, and will not be described again.

The following is an example of the operation path determined by three operating nodes.

The first operation path is sequentially connected by the first sub-operation path and the second sub-operation path, and the first operation node of the second sub-operation path is the same as the last operation node of the first sub-operation path. Both the first sub-operation path and the second sub-operation path are determined by two operation nodes. Calculating a usage probability of the first sub-operation path; calculating a usage probability of the second sub-operation path; multiplying a usage probability of the first sub-operation path by a usage probability of the second sub-operation path to obtain a usage probability of the first operation path .

After the target operation path is set as the default operation path, the method further includes: detecting whether the default operation path is canceled; and re-collecting the operation data obtained by the operation target application in the case that the default operation path is canceled; according to the re-collected operation The data is re-determined operation path; the default operation path is updated with the re-determined operation path.

If the user feels that the default operation path is not needed, the default operation path can be manually canceled, as shown in FIG. 6. If it is detected that the default operation path is canceled, it indicates that the default operation path that has been canceled cannot meet the user's requirements, and the user's common operation path may have changed. Then, the operation data obtained by the operation target application needs to be re-collected; The operational data is re-determined operational path; the default operational path is updated with the re-determined operational path.

By re-collecting the user's operation data when the user cancels the default operation path, and updating the default operation path according to the newly collected operation data, the default operation can be updated in time according to the change of the user behavior, thereby improving the user experience.

The page display method provided by the embodiment of the present invention is essentially a self-learning method for a user operation path, collecting operation data generated by a user's daily operation, and then calculating a user's operation between certain operations through a certain calculation method. Intimacy, if the intimacy of the two operations is very high, when the intimacy is high to a certain extent, it can be considered that the two operations are commonly used consecutive operations, which can help the user to complete automatically.

FIG. 7 is a flowchart of another page display method according to an embodiment of the present invention. As shown in FIG. 7, if the user triggers the operation node A, it is determined whether there is a common path (ie, a default operation path). If there is a common path A->B, it automatically jumps to the page corresponding to the operation node B. If there is no common path, the user can manually select to jump to the page corresponding to the operation node B. The behavior recorder records the operation data generated by the user each time the application is operated, and stores the operation data in the behavior database. The algorithm extracts, analyzes and calculates the operation data stored in the behavior database, and obtains multiple operation paths. Calculate the usage probability of each operation path, and use the operation path with the highest probability as the common path (assumed to be path A->B). Thus, when the user next query has a common path, the obtained query result is the existence path. , for the path A->B, automatically jump to the page corresponding to the operation node B.

First, define user behavior

Positioning a button element (operation node) of a user's click screen on a behavior, each button corresponding to a unique behavior action, as shown in FIG. 3, corresponding to the number (identification information) of A1, A2, A3, A4 "WeChat", "Contacts", "Discovery", "I" these four buttons.

When developing an application, assign a behavior number to each button, similar to A1, A2.., and all areas within the application that the user can click will be assigned a unique behavior number.

Second, record the user's behavior

When the application interface is developed, an event receiver will be registered for each button. When the user clicks on the "friend circle", he will receive the click event, and then record the behavior B1 assigned to the "friend circle" button. A behavior logger collects the behavior number generated by the user's behavior and records the behavior number in the database.

Third, calculate the collected user behavior, generate common paths

The database is used to record the user's behavior. An algorithm for designing a common path is used to analyze and calculate the user's path chain. The high-probability path is finally recorded as a common path to the database.

The following describes how to generate a common path, that is, how the algorithm implements the common path.

8 is a behavior tree state diagram of a certain scenario of an application according to an embodiment of the present invention. As shown in FIG. 8, the application may include: scenario A3, scenario B1, scenario B2, scenario B3, and scenario C1. Scene C2, scene D1, scene D2, scene E1, and scene E2, wherein the user is currently in scene A3. The arrows in Figure 8 indicate the paths that the user may reach from scene A3.

The following is a set of simulated operational data to illustrate the specific implementation of the algorithm, which is the user path data collected over a period of time.

A3-B1-C1...A3-B2-D1...A3-B1-C1...A3-B1-C1...A3-B1-C2..A3-B1-C1...A3-B3 -E1...A3-B1-C1...A3-B1-C1...A3-B1-C1...A3-B1-C1..A3-B1-C1...A3-B1-C1. ..A3-B1-C1..A3-B1-C1...A3-B1-C1..A3-B1-C1..A3-B1-C1...A3-B1-C1...A3-B1 -C1...A3-B1-C1...A3-B1-C1..

The commonly used path is calculated by the user operation path set above.

A3: 22;

A3-B1: 20;

A3-B1-C1: 19;

A3-B2: 1;

A3-B2-D1:1;

A3-B3: 1;

A3-B3-E1:1.

When the user enters the scene A3, the probability of entering the scene B1, the scene B2, and the scene B3 is as follows:

Probability of A3-B1: number of A3-B1/number of A3=(20/22)*100%=91.0%

Probability of A3-B2: number of A3-B2/number of A3=(1/22)*100%=4.5%

Probability of A3-B3: number of A3-B2/number of A3=(1/22)*100%=4.5%

As can be seen from the data analysis, the path A3-B1 is the path commonly used by this user.

Similarly, the probability of B1-C1 can be calculated from the above example:

B1-C1: 19

B1-C2: 1

Probability of B1-C1: 19/20*100%=95%

The user's common path is derived by collecting the path to the user. Above these paths, you can choose to automatically help the user to jump the scene. For example, if A3-B1 is the common path of the user, then after entering scene A3, it automatically jumps to scene B1. After entering scene B1, the path of B1-C1 is the common path of the user, and automatically jumps to scene C1.

The above illustrates how to identify common user paths from the user behavioral probabilities.

Fourth, the display settings of common paths, users can cancel themselves.

If the user feels that there is no need to automatically jump to the common path, you can manually enter the settings to delete their existing common paths. 6 is a schematic diagram of a setup interface in accordance with an embodiment of the present invention.

The embodiment of the invention integrates the user's behavior path data analysis, intelligently identifies and memorizes the common paths of different user groups, and helps the user customize the privatization shortcut entry through data collection and intelligent data analysis, and solves the predetermined common entrance. It can not meet the fast operation requirements of different users, making the user's shortcut operation path more intelligent.

For example, when users usually use WeChat, they should either look at the message or look at the circle of friends. Other functional users rarely use it. Take the user's example of the circle of friends. If the user wants to see a circle of friends, he needs to do the following. operating:

Operation H1: Click on the WeChat app to enter the WeChat homepage.

Operation H2: Click the "Discover" button at the bottom to enter the found page.

Operation H3: Click on “Friends Circle” to enter the circle of friends and the operation is completed.

In the related art, the user needs three operations such as H1-H2-H3 to complete.

In the embodiment of the invention, the operation path is optimized:

User action:

H1-H2

automatic completion:

H2-H3 (default operating path)

That is to say, the user is in the circle of friends, only need H1 to enter WeChat, H2 clicks the "find" two steps, H2-H3 is automatically completed by the program.

The page display method provided by the invention helps the user to improve the operation convenience of the common path of the user, reduces the number of manual operations of the user, and improves the operation experience of the user.

It should be noted that, for the foregoing method embodiments, for the sake of simple description, they are all expressed as a series of action combinations, but those skilled in the art should understand that the present invention is not limited by the described action sequence. Because certain steps may be performed in other sequences or concurrently in accordance with the present invention. In addition, those skilled in the art should also understand that the embodiments described in the specification are all preferred embodiments, and the actions and modules involved are not necessarily required by the present invention.

Through the description of the above embodiments, those skilled in the art can clearly understand that the method according to the above embodiment can be implemented by means of software plus a necessary general hardware platform, and of course, by hardware, but in many cases, the former is A better implementation. Based on such understanding, the technical solution of the present invention in essence or the contribution to the related art can be embodied in the form of a software product stored in a storage medium (such as ROM/RAM, disk, CD-ROM). The instructions include a number of instructions for causing a terminal device (which may be a cell phone, computer, server, or network device, etc.) to perform the methods described in various embodiments of the present invention.

According to an embodiment of the present invention, a page display apparatus for implementing the above page display method is further provided. It should be noted that the page display apparatus may be disposed in a terminal that executes the display method of the page. As shown in FIG. 9, the apparatus may include one or more processors, and one or more memories storing program units, wherein the program units are executed by a processor, and the program units may include: a first collection unit 10, first The acquisition unit 20, the selection unit 30, and the setting unit 40.

The first collecting unit 10 is configured to collect operation data obtained by the operation target application, where the operation data carries information of the plurality of operation nodes, and after the target operation node of the plurality of operation nodes is triggered, the display and the target operation node are displayed. For the corresponding page, the target operation node is any one of the operation nodes.

The first obtaining unit 20 is configured to acquire a plurality of operating paths according to the operation data, wherein each of the operating paths includes at least two operating nodes.

The selecting unit 30 is configured to select, as the target operating path, an operation path that satisfies a preset condition from among a plurality of operation paths.

The setting unit 40 is configured to set the target operation path as a default operation path, wherein the target application directly jumps to the target page under the condition that the first operation node of the default operation path is triggered, wherein the target page is The page corresponding to the last operation node of the target operation path.

Optionally, the selecting unit 30 includes: a calculating subunit, and determining a subunit. A calculation subunit for calculating a usage probability of each operation path, wherein the usage probability is used to indicate a probability that an operation node on the operation path is triggered. A subunit is determined to use the operation path with the highest probability of use as the target operation path.

Optionally, the determining subunit includes: a screening module, a judging module, and a determining module. A screening module is configured to filter out an operation path with the highest probability of use as the first operation path. The determining module is configured to determine whether the usage probability of the first operation path is greater than or equal to a preset probability value. And a determining module, configured to use the first operation path as the target operation path if the usage probability of the first operation path is greater than or equal to the preset probability value.

Optionally, the predetermined operation path includes a first operation node and a second operation node, and the calculation sub-unit includes: a first acquisition module, a second acquisition module, and a first calculation module. The first obtaining module is configured to acquire the first frequency that the first operating node is triggered. The second obtaining module is configured to acquire a second frequency that is triggered by the second operating node if the first operating node is triggered. a first calculating module, configured to calculate a usage probability of the predetermined operation path according to the first frequency and the second frequency, where the first operation node is triggered before the second operation node, and the predetermined operation path is any one of the multiple operation paths Operation path.

Optionally, the first calculation module includes: a calculation submodule, and a determination submodule. The calculating submodule is configured to divide the second frequency by the first frequency to obtain a first proportional value. A submodule is determined for using the first scale value as a probability of use of the predetermined operational path.

Optionally, the device further includes: a detecting unit, a second collecting unit, a second acquiring unit, and an updating unit. The detecting unit is configured to detect whether the default operating path is canceled after the setting unit 40 sets the target operating path as the default operating path. The second collecting unit is configured to re-collect the operation data obtained by the operation target application in a case where the default operation path is canceled. And a second acquiring unit, configured to obtain a re-determined operation path according to the re-collected operation data. An update unit for updating the default operation path with the re-determined operation path.

Optionally, the device further comprises: an allocating unit. And an allocating unit, configured to allocate identification information to each operation node in the target application before the first collection unit 10 collects the operation data obtained by the operation target application. The first collecting unit 10 is configured to: when the ith operation node is triggered, record the ith identifier information, where the ith identifier information is identifier information corresponding to the ith operation node, and the ith operation node is in the target application. Any of the operational nodes.

Optionally, the first operation path is sequentially connected by the first sub-operation path and the second sub-operation path, and the first operation node of the second sub-operation path is the same as the last operation node of the first sub-operation path. The calculation subunit includes: a second calculation module, a third calculation module, and a fourth calculation module. The second calculating module is configured to calculate a usage probability of the first sub-operation path. The third calculating module is configured to calculate a usage probability of the second sub-operation path. And a fourth calculating module, configured to multiply the usage probability of the first sub-operation path and the usage probability of the second sub-operation path to obtain a usage probability of the first operation path.

According to an embodiment of the present invention, an electronic device for implementing the above page display method is further provided. As shown in FIG. 10, the electronic device mainly includes: one or more (only one is shown) processor 1001. The memory 1005, wherein a computer program can be stored in the memory 1005, and the processor 1001 can be configured to execute the computer program to execute the page display method of the embodiment of the present invention.

Optionally, as shown in FIG. 10, the electronic device may further include: a display 1003, a data interface 1004, and a network interface 1006, where:

The data interface 1004 transmits the operation data, the plurality of operation paths, and the like to the processor 1001 mainly by means of data transmission.

The memory 1005 is mainly used to store operation data, a plurality of operation paths, and the like.

The network interface 1006 is mainly used for network communication with terminals and other servers.

The display 1003 is mainly used to display operational data, a plurality of operational paths, and the like.

The processor 1001 is mainly configured to perform the following operations:

Collecting operation data obtained by the operation target application, wherein the operation data carries information of a plurality of operation nodes, and after the target operation node of the plurality of operation nodes is triggered, displaying a page corresponding to the target operation node, the target operation node is Any one of the operation nodes; acquiring a plurality of operation paths according to the operation data, wherein each operation path includes at least two operation nodes; selecting an operation path that satisfies a preset condition from the plurality of operation paths as the target operation path; and the target operation path Set as the default operation path, in which the target application jumps directly to the target page under the condition that the first operation node of the default operation path is triggered, wherein the target page is corresponding to the last operation node of the target operation path. page.

The processor 1001 is further configured to: calculate a usage probability of each operation path, wherein the usage probability is used to indicate a probability that an operation node on the operation path is triggered; and an operation path with the highest usage probability is used as the target operation path.

The processor 1001 is further configured to: filter out an operation path with the highest probability of use as the first operation path; determine whether the usage probability of the first operation path is greater than or equal to a preset probability value; and use the probability in the first operation path is greater than or equal to In the case of setting the probability value, the first operation path is taken as the target operation path.

The processor 1001 is further configured to: acquire a first frequency that the first operation node is triggered; acquire a second frequency that is triggered by the second operation node if the first operation node is triggered; according to the first frequency and the second The usage probability of the predetermined operation path is calculated in frequency, wherein the first operation node is triggered before the second operation node, and the predetermined operation path is any one of the plurality of operation paths.

The processor 1001 is further configured to: divide the second frequency by the first frequency to obtain a first ratio value; and use the first ratio value as a usage probability of the predetermined operation path.

The processor 1001 is further configured to: detect whether the default operation path is canceled; if the default operation path is canceled, re-collect the operation data obtained by the operation target application; and obtain the re-determined operation path according to the re-collected operation data; Update the default action path with the redefined operational path.

The processor 1001 is further configured to: assign identification information to each operation node in the target application; collecting operation data obtained by the operation target application includes: when the i-th operation node is triggered, recording the i-th identification information, The i-th identification information is identification information corresponding to the i-th operation node, and the i-th operation node is any one of the target application programs.

The processor 1001 is further configured to: calculate a usage probability of the first sub-operation path; calculate a usage probability of the second sub-operation path; multiply a usage probability of the first sub-operation path by a usage probability of the second sub-operation path, The probability of use of the first operational path is obtained.

For example, the specific examples in this embodiment may refer to the examples described in the foregoing embodiments, and details are not described herein again.

Embodiments of the present invention also provide a storage medium. Optionally, in this embodiment, a computer program is stored in the storage medium, and the computer program may be configured to execute the page display method in the embodiment of the present invention.

Optionally, in this embodiment, the foregoing storage medium may be located in at least one of a plurality of network devices in a network of a mobile communication network, a wide area network, a metropolitan area network, or a local area network.

Optionally, in the present embodiment, the storage medium is arranged to store program code for performing the following steps:

S1, collecting operation data obtained by the operation target application, wherein the operation data carries information of a plurality of operation nodes, and after the target operation node of the plurality of operation nodes is triggered, displaying a page corresponding to the target operation node, the target operation The node is any one of the operating nodes;

S2. Acquire a plurality of operation paths according to the operation data, where each operation path includes at least two operation nodes;

S3, selecting an operation path that meets a preset condition from the plurality of operation paths as the target operation path;

S4, setting the target operation path as the default operation path, wherein the target application directly jumps to the target page under the condition that the first operation node of the default operation path is triggered, wherein the target page is the target operation path The page corresponding to the last operation node.

Optionally, in this embodiment, the processor performs: calculating, according to the stored program code in the storage medium, a usage probability of each operation path, where the usage probability is used to indicate a probability that the operation node on the operation path is triggered; The operation path with the highest probability of use is used as the target operation path.

Optionally, in this embodiment, the processor performs, according to the stored program code in the storage medium,: screening an operation path with the highest probability of use as the first operation path; determining whether the usage probability of the first operation path is greater than or equal to The probability value is set; if the usage probability of the first operation path is greater than or equal to the preset probability value, the first operation path is taken as the target operation path.

Optionally, in this embodiment, the processor performs: acquiring, according to the stored program code in the storage medium, the first frequency that is triggered by the first operation node; and acquiring, in the case that the first operation node is triggered, the second operation a second frequency at which the node is triggered; calculating a usage probability of the predetermined operation path according to the first frequency and the second frequency, wherein the first operation node is triggered before the second operation node, and the predetermined operation path is any one of the plurality of operation paths An operation path.

Optionally, in this embodiment, the processor performs, according to the stored program code in the storage medium, dividing the second frequency by the first frequency to obtain a first ratio value; using the first ratio value as a predetermined operation path. Probability.

Optionally, in this embodiment, the processor performs, according to the stored program code in the storage medium, whether to detect whether the default operation path is canceled; and if the default operation path is canceled, re-collecting the operation obtained by the operation target application. Data; a redefined operational path is obtained based on the re-collected operational data; the default operational path is updated with the re-determined operational path.

Optionally, in this embodiment, the processor executes, according to the stored program code in the storage medium, the identifier information is allocated to each operation node in the target application; and the operation data obtained by collecting the operation target application includes: When the i operation node is triggered, the i-th identification information is recorded, wherein the i-th identification information is identification information corresponding to the i-th operation node, and the i-th operation node is any one of the target application programs.

Optionally, in this embodiment, the processor performs: calculating a usage probability of the first sub-operation path according to the stored program code in the storage medium; calculating a usage probability of the second sub-operation path; and The probability of use is multiplied by the probability of use of the second sub-operation path to obtain the probability of use of the first operational path.

Optionally, in this embodiment, the foregoing storage medium may include, but not limited to, a USB flash drive, a Read-Only Memory (ROM), a Random Access Memory (RAM), a mobile hard disk, and a magnetic memory. A variety of media that can store program code, such as a disc or a disc.

The integrated unit in the above embodiment, if implemented in the form of a software functional unit and sold or used as a stand-alone product, may be stored in the above-described computer readable storage medium. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product in the form of a software product, or the whole or part of the technical solution, which is stored in a storage medium, including The instructions are used to cause one or more computer devices (which may be a personal computer, server or network device, etc.) to perform all or part of the steps of the methods described in various embodiments of the present invention.

In the above-mentioned embodiments of the present invention, the descriptions of the various embodiments are different, and the parts that are not detailed in a certain embodiment can be referred to the related descriptions of other embodiments.

In the several embodiments provided by the present application, it should be understood that the disclosed client may be implemented in other manners. The device embodiments described above are merely illustrative. For example, the division of the unit is only a logical function division. In actual implementation, there may be another division manner. For example, multiple units or components may be combined or may be Integrate into another system, or some features can be ignored or not executed. In addition, the mutual coupling or direct coupling or communication connection shown or discussed may be an indirect coupling or communication connection through some interface, unit or module, and may be electrical or otherwise.

The units described as separate components may or may not be physically separated, and the components displayed as units may or may not be physical units, that is, may be located in one place, or may be distributed to multiple network units. Some or all of the units may be selected according to actual needs to achieve the purpose of the solution of the embodiment.

In addition, each functional unit in each embodiment of the present invention may be integrated into one processing unit, or each unit may exist physically separately, or two or more units may be integrated into one unit. The above integrated unit can be implemented in the form of hardware or in the form of a software functional unit.

The above description is only a preferred embodiment of the present invention, and it should be noted that those skilled in the art can also make several improvements and retouchings without departing from the principles of the present invention. It should be considered as the scope of protection of the present invention.

Claims

A page display method includes:

The terminal collects operation data obtained by the operation target application, where the operation data carries information of a plurality of operation nodes, and after the target operation node of the plurality of operation nodes is triggered, displaying corresponding to the target operation node a page, the target operation node is any one of the operation nodes;

The terminal acquires multiple operation paths according to the operation data, where each of the operation paths includes at least two operation nodes;

The terminal selects, as a target operation path, an operation path that meets a preset condition from among the plurality of operation paths;

The terminal sets the target operation path as a default operation path, where the target application directly jumps to the target page under the condition that the first operation node of the default operation path is triggered, where The target page is a page corresponding to the last operation node of the target operation path.
The method according to claim 1, wherein the terminal selects an operation path that satisfies a preset condition from the plurality of the operation paths as the target operation path, including:

The terminal calculates a usage probability of each of the operation paths, where the usage probability is used to indicate a probability that an operation node on the operation path is triggered;

The terminal uses the operation path with the highest probability as the target operation path.
The method according to claim 2, wherein the terminal uses the operation path with the highest probability of use as the target operation path, including:

The terminal filters out an operation path with the highest probability of use as the first operation path;

Determining, by the terminal, whether a usage probability of the first operation path is greater than or equal to a preset probability value;

If the usage probability of the first operation path is greater than or equal to the preset probability value, the terminal uses the first operation path as the target operation path.
The method according to claim 2, wherein the predetermined operation path comprises a first operation node and a second operation node, and the terminal calculates usage probabilities of each of the operation paths, including:

Obtaining, by the terminal, the first frequency that is triggered by the first operating node;

Determining, by the terminal, a second frequency that is triggered by the second operating node if the first operating node is triggered;

The terminal calculates a usage probability of the predetermined operation path according to the first frequency and the second frequency, where the first operation node is triggered before the second operation node, and the predetermined operation path is Any one of the plurality of operation paths.
The method according to claim 4, wherein the calculating, by the terminal, the usage probability of the predetermined operation path according to the first frequency and the second frequency comprises:

The terminal divides the second frequency by the first frequency to obtain a first ratio value;

The terminal uses the first ratio value as a usage probability of the predetermined operation path.
The method of claim 1, wherein after the terminal sets the target operation path as a default operation path, the method further comprises:

The terminal detects whether the default operation path is cancelled;

The terminal re-collects operation data obtained by operating the target application in a case where the default operation path is canceled;

The terminal obtains a re-determined operation path according to the re-collected operation data;

The terminal updates the default operation path by using the re-determined operation path.
The method of claim 1 wherein

Before the terminal collects operation data obtained by the operation target application, the method further includes: the terminal assigning identification information to each operation node in the target application;

The operation data obtained by the terminal collecting the operation target application includes: when the ith operation node is triggered, the terminal records the ith identifier information, where the ith identifier information is corresponding to the ith operation node Identification information, the i-th operation node is any one of the target applications.
The method according to claim 2, wherein the first operation path is sequentially connected by the first sub-operation path and the second sub-operation path, the first operation node of the second sub-operation path and the first The last operation node of the sub-operation path is the same, and the terminal calculates the usage probability of each of the operation paths, including:

The terminal calculates a usage probability of the first sub-operation path;

The terminal calculates a usage probability of the second sub-operation path;

The terminal multiplies the usage probability of the first sub-operation path by the usage probability of the second sub-operation path to obtain a usage probability of the first operation path.
A page display device comprising one or more processors, and one or more memories storing program units, wherein the program units are executed by the processor, the program units comprising:

a first collecting unit configured to collect operation data obtained by the operation target application, wherein the operation data carries information of a plurality of operation nodes, and after the target operation node of the plurality of operation nodes is triggered, displaying a page corresponding to the target operation node, where the target operation node is any one of the operation nodes;

a first acquiring unit, configured to acquire a plurality of operating paths according to the operation data, where each of the operating paths includes at least two operating nodes;

a selection unit configured to select, as the target operation path, an operation path that satisfies a preset condition from among the plurality of operation paths;

a setting unit configured to set the target operation path as a default operation path, wherein the target application directly jumps to the target page under the condition that the first operation node of the default operation path is triggered, The target page is a page corresponding to the last operation node of the target operation path.
The apparatus of claim 9, wherein the selection unit comprises:

a calculation subunit configured to calculate a usage probability of each of the operation paths, wherein the usage probability is used to indicate a probability that an operation node on the operation path is triggered;

The determining subunit is set to use the operation path having the highest probability of use as the target operation path.
The apparatus of claim 10 wherein said determining subunit comprises:

a screening module, configured to filter out an operation path with the highest probability of use as the first operation path;

The determining module is configured to determine whether the usage probability of the first operation path is greater than or equal to a preset probability value;

The determining module is configured to use the first operating path as the target operating path if the usage probability of the first operating path is greater than or equal to the preset probability value.
The apparatus of claim 10, wherein the predetermined operational path comprises a first operational node and a second operational node, the computational subunit comprising:

a first acquiring module, configured to acquire a first frequency that is triggered by the first operating node;

a second acquiring module, configured to acquire a second frequency that is triggered by the second operating node if the first operating node is triggered;

a first calculation module, configured to calculate a usage probability of the predetermined operation path according to the first frequency and the second frequency, where the first operation node is triggered before the second operation node, where The predetermined operation path is any one of the plurality of operation paths.
The apparatus of claim 12, wherein the first computing module comprises:

a calculating submodule, configured to divide the second frequency by the first frequency to obtain a first ratio value;

The determining submodule is configured to use the first scale value as a probability of use of the predetermined operational path.
The apparatus of claim 9 wherein said apparatus further comprises:

a detecting unit, configured to detect whether the default operating path is canceled after the setting unit sets the target operating path as a default operating path;

a second collecting unit, configured to re-collect operation data obtained by operating the target application in a case where the default operation path is canceled;

a second obtaining unit, configured to obtain a re-determined operation path according to the re-collected operation data;

An update unit configured to update the default operational path with the re-determined operational path.
The apparatus according to claim 9, wherein

The apparatus further includes: an allocating unit configured to allocate identification information for each of the operation nodes in the target application before the first collection unit collects operation data obtained by the operation target application;

The first collecting unit is configured to record the ith identifier information when the ith operation node is triggered, wherein the ith identifier information is identifier information corresponding to the ith operation node, the ith The operation node is any one of the target applications.
The apparatus according to claim 10, wherein the first operation path is sequentially connected by the first sub-operation path and the second sub-operation path, and the first operation node of the second sub-operation path and the first The last operation node of the sub-operation path is the same, and the calculation sub-unit includes:

a second calculating module, configured to calculate a usage probability of the first sub-operation path;

a third calculating module, configured to calculate a usage probability of the second sub-operation path;

The fourth calculating module is configured to multiply the usage probability of the first sub-operation path and the usage probability of the second sub-operation path to obtain a usage probability of the first operation path.
A storage medium, wherein a computer program is stored in the storage medium, the computer program being arranged to perform the method of any one of claims 1 to 8 at runtime.
An electronic device comprising a memory and a processor, wherein the memory stores a computer program, the processor being arranged to execute the computer program to perform the method of any one of claims 1 to 8 method.