CN108304235B - Page display method and device - Google Patents
Page display method and device Download PDFInfo
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- CN108304235B CN108304235B CN201710091364.9A CN201710091364A CN108304235B CN 108304235 B CN108304235 B CN 108304235B CN 201710091364 A CN201710091364 A CN 201710091364A CN 108304235 B CN108304235 B CN 108304235B
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Abstract
The invention discloses a page display method and device. Wherein, the method comprises the following steps: collecting operation data obtained by operating a target application program, wherein the operation data carries information of a plurality of operation nodes, and displaying a page corresponding to a target operation node after the target operation node in the plurality of operation nodes is triggered, wherein the target operation node is any one operation node; acquiring a plurality of operation paths according to the operation data; selecting an operation path meeting preset conditions from a plurality of operation paths as a target operation path; and setting the target operation path as a default operation path, wherein the target application program directly jumps to a target page under the condition that a first operation node of the default operation path is triggered, wherein the target page is a page corresponding to a last operation node of the target operation path. The invention solves the technical problem that the individualized and quick operation requirements of different users cannot be met in the prior art.
Description
Technical Field
The invention relates to the field of internet, in particular to a page display method and device.
Background
In modern society, various application programs greatly facilitate the life of people. In order to simplify the operation steps of the user, a method similar to a shortcut mode can be used, for example, a shortcut bookmark is added to a desktop of a mobile phone, and the user can open a page by clicking the shortcut bookmark, so that the user does not need to enter a browser to input an address to open the page, and the operation steps of the user are saved.
However, different users have different operation habits, and the preset method cannot meet the personalized quick operation requirements of different users.
In view of the above problems, no effective solution has been proposed.
Disclosure of Invention
The embodiment of the invention provides a page display method and device, which at least solve the technical problem that the personalized quick operation requirements of different users cannot be met in the prior art.
According to an aspect of an embodiment of the present invention, there is provided a page display method including: collecting operation data obtained by operating a target application program, wherein the operation data carries information of a plurality of operation nodes, and after a target operation node in the plurality of operation nodes is triggered, displaying a page corresponding to the target operation node, wherein the target operation node is any one operation node; obtaining a plurality of operation paths according to the operation data, wherein each operation path comprises at least two operation nodes; selecting an operation path meeting preset conditions from the plurality of operation paths as a target operation path; and setting the target operation path as a default operation path, wherein the target application program directly jumps to a target page under the condition that a first operation node of the default operation path is triggered, wherein the target page is a page corresponding to a last operation node of the target operation path.
According to another aspect of the embodiments of the present invention, there is also provided a page display apparatus including: the system comprises a first collecting unit, a second collecting unit and a third collecting unit, wherein the first collecting unit is used for collecting operation data obtained by operating a target application program, the operation data carries information of a plurality of operation nodes, a page corresponding to a target operation node is displayed after the target operation node in the plurality of operation nodes is triggered, and the target operation node is any one operation node; a first obtaining unit, configured to obtain multiple operation paths according to the operation data, where each operation path includes at least two operation nodes; a selection unit configured to select an operation path satisfying a preset condition from among the plurality of operation paths as a target operation path; and the setting unit is used for setting the target operation path as a default operation path, wherein the target application program directly jumps to a target page under the condition that a 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.
In the embodiment of the invention, operation data obtained by operating an application program by a user is collected, operation paths of the user are obtained according to the operation data, each operation path is determined by at least two operation nodes, the operation path most frequently used by the user is selected from the operation paths to be used as a target operation path, the target operation path is set to be a default operation path, when a first operation node of the default operation path is triggered, the application program directly jumps to a target page, wherein the target page is a page corresponding to the last operation node of the target operation path, the trouble that the user sequentially triggers all the operation nodes on the operation paths is omitted, operation data generated by operating the same application program can be different for different users, and the target operation paths calculated according to the operation data can be different, the default operation path on the terminal is also different from person to person, the technical effect of meeting the personalized quick operation requirements of different users is achieved, and the technical problem that the personalized quick operation requirements of different users cannot be met in the prior art is solved.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the invention and together with the description serve to explain the invention without limiting the invention. In the drawings:
FIG. 1 is a schematic diagram of a hardware environment according to an embodiment of the present invention;
FIG. 2 is a flow diagram of an alternative page display method according to an embodiment of the invention;
fig. 3 is a schematic diagram of a correspondence relationship between operation nodes and identification information according to an embodiment of the present invention;
FIG. 4 is a schematic diagram of recording user operational data according to an embodiment of the present invention;
FIG. 5 is a schematic diagram of generating a frequent path from operational data according to an embodiment of the present invention;
FIG. 6 is a schematic diagram of a setup interface according to an embodiment of the 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 for a scenario of an application according to an embodiment of the present invention;
FIG. 9 is a schematic view of an alternative page display apparatus according to an embodiment of the present invention;
fig. 10 is a schematic diagram of a server according to an embodiment of the present invention.
Detailed Description
In order to make the technical solutions of the present invention better understood, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
It should be noted that the terms "first," "second," and the like in the description and claims of the present invention and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the invention described herein are capable of operation in sequences other than those illustrated or described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
According to an embodiment of the present invention, an embodiment of a page display method is provided.
Alternatively, in the present embodiment, the page display method described above may be applied to a hardware environment formed by the server 102 and the terminal 104 as shown in fig. 1. As shown in fig. 1, a server 102 is connected to a terminal 104 via a network including, but not limited to: the terminal 104 is not limited to a PC, a mobile phone, a tablet computer, etc. in a wide area network, a metropolitan area network, or a local area network. The page display method provided by the embodiment of the invention can be executed by the terminal 104 alone, or can be executed by both the server 102 and the terminal 104. The terminal 104 may execute the page display method of the embodiment of the present invention by a client installed thereon.
The page display method provided by the embodiment of the invention is executed by the terminal 104 independently, and the process is as follows:
the target application is installed on the terminal 104. The user operates the target application program to generate operation data. And after a certain operation node is triggered, the terminal displays a page corresponding to the operation node.
The terminal 104 collects operation data obtained by a user operating a target application program, wherein the operation data carries information of a plurality of operation nodes. And acquiring a plurality of operation paths according to the operation data, wherein each operation path comprises at least two operation nodes. Calculating the use probability of each operation path, wherein the use probability is used for representing the probability that the operation node on the operation path is triggered; and taking the operation path with the maximum use probability as a target operation path. And setting the target operation path as a default operation path, wherein the target application program directly jumps to a target page under the condition that a first operation node of the default operation path is triggered, wherein the target page is a page corresponding to a last operation node of the target operation path.
The page display method provided by the embodiment of the invention is executed by the server 102 and the terminal 104 together, and the process is as follows:
the target application is installed on the terminal 104. The user operates the target application program to generate operation data. And after a certain operation node is triggered, the terminal displays a page corresponding to the operation node.
The terminal 104 collects operation data obtained by a user operating a target application program, 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 operation path comprises at least two operation nodes. The server 102 calculates a use probability of each operation path, wherein the use probability is used for representing the probability that the operation node on the operation path is triggered; and taking the operation path with the maximum use probability as a target operation path. The server 102 sends the target operation path to the terminal 104. The terminal 104 sets the target operation path as a default operation path, wherein the target application program directly jumps to a target page under the condition that a first operation node of the default operation path is triggered, wherein the target page is a page corresponding to a last operation node of the target operation path.
According to an embodiment of the present invention, there is provided a page display method, as shown in fig. 2, the method including the steps of:
step S202, collecting operation data obtained by operating a target application program, wherein the operation data carries information of a plurality of operation nodes, and displaying a page corresponding to a target operation node after the target operation node in the plurality of operation nodes is triggered, wherein the target operation node is any one operation node.
Step S204, a plurality of operation paths are obtained according to the operation data, wherein each operation path comprises at least two operation nodes.
In step S206, an operation path satisfying a preset condition is selected from the plurality of operation paths as a target operation path.
Step S208, setting the target operation path as a default operation path, wherein the target application program directly jumps to a 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 target application program is installed on the terminal. The user operates the target application program to generate operation data.
In the embodiment of the invention, operation data obtained by operating an application program by a user is collected, operation paths of the user are obtained according to the operation data, each operation path is determined by at least two operation nodes, the operation path most frequently used by the user is selected from the operation paths to be used as a target operation path, the target operation path is set to be a default operation path, when a first operation node of the default operation path is triggered, the application program directly jumps to a target page, wherein the target page is a page corresponding to the last operation node of the target operation path, the trouble that the user sequentially triggers all the operation nodes on the operation paths is omitted, operation data generated by operating the same application program can be different for different users, and the target operation paths calculated according to the operation data can be different, the default operation path on the terminal is also different from person to person, so that the technical problem that the individualized quick operation requirements of different users cannot be met in the prior art is solved, and the technical effect of meeting the individualized quick operation requirements of different users is achieved.
The default operating path may be different for different users for the same application.
The default operating path for the same user is different for different applications.
Before collecting operation data obtained by operating the target application program, identification information is distributed to each operation node in the target application program.
And distributing ith identification information for the ith operation node, wherein the ith operation node is any operation node in the target application program.
The identification information may be a number, letter, etc.
And recording the ith identification information under the condition that the ith operation node is triggered, wherein the ith identification information is identification information corresponding to the ith operation node, and the ith operation node is any one operation node in the target application program. The ith identification information can represent the ith operation node.
Fig. 3 shows 11 operation nodes, which are an operation node "WeChat", an operation node "address list", an operation node "found", an operation node "I", an operation node "friend circle", an operation node "sweep", an operation node "shake one", a person near the operation node ", an operation node" drift bottle ", an operation node" shopping ", and an operation node" Game ", respectively. The user clicks a certain operation node, the operation node can be triggered, and under the condition that any one operation node is triggered, the terminal displays a page corresponding to the triggered operation node.
Identification information is allocated to 11 operation nodes in fig. 3, the identification information of the operation node "WeChat" is A1, the identification information of the operation node "address list" is A2, the identification information of the operation node "found" is A3, the identification information of the operation node "I" is A4, the identification information of the operation node "friend circle" is B1, the identification information of the operation node "sweep" is B2, the identification information of the operation node "pan-pan" is B3, the identification information of the operation node "person nearby" 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.
And recording the identification information corresponding to the operation node after the user triggers one operation node each time.
Each operation node may also be referred to as a button element.
Positioning a certain button element of a one-time clicking screen of a user for one action, wherein each button corresponds to a unique action, and as shown in fig. 3, numbers of A1, A2, A3 and A4 are used for respectively corresponding to 4 buttons of 'WeChat', 'Address book', 'discover', 'I'.
When an application is developed, each button is assigned a behavior number (identification information), for example, a1, a2.
After clicking one button, an onClick event is received, and each time the user clicks one button, the corresponding action number is recorded, as shown in fig. 4.
When the application interface is developed, an event receiver is registered for each button, as shown in fig. 4, after a user clicks a "friend circle", a click event is received, then a behavior B1 assigned to the "friend circle" button is recorded, a behavior recorder is designed to collect behavior numbers generated by the behavior of the user, and the behavior numbers are recorded in a database.
As shown in fig. 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 path chain of the user, calculate a high probability path, and finally record the path as a common path (target operation path) in the database.
A specific process of selecting an operation path satisfying a preset condition from among the plurality of operation paths as a target operation path may be as follows: calculating the use probability of each operation path, wherein the use probability is used for representing the probability that the operation node on the operation path is triggered; and taking the operation path with the maximum use probability as a target operation path.
Each operation path is determined by at least two operation nodes, and the use probability of the operation path represents the frequency of the operation path used by a user. The greater the usage probability of an operation path, the more frequently the user uses the operation path. The method comprises the steps that the most frequently-used operation path of a user is used as a target operation path, the target operation path is set as a default operation path of the application program on a terminal, the user only needs to click a first operation node of the default operation path, the terminal displays a page corresponding to the last operation node of the default operation path, user preference is obtained through a probability using method, the steps of the user for operating the application program are greatly reduced, and user experience is improved.
Directly using the operation path with the highest use probability as the target operation path may cause a problem, for example, if there are 5 operation paths obtained according to the operation data of the user, each of which is: the operation paths E1-E2, the operation paths E1-E3, the operation paths E1-E4, the operation paths E1-E5 and the operation paths E1-E6 have the following use probabilities: 20%, 21%, 19%, 23%, 17%. Wherein, E1, E2, E3, E4, E5 and E6 are identification information of the operation node.
The most probable operation path is the operation paths E1-E5.
It can be seen that the usage probabilities of the 5 operation paths are not very different, which indicates that the 5 operation paths are used by the user more or less frequently, at this time, if the operation paths E1-E5 are set as default operation paths, and if the user triggers the operation node corresponding to E1, the terminal displays the page corresponding to the operation node corresponding to E5, and it is highly probable that the page is not the page that the user wishes to see.
In order to solve the problem, the operation path with the maximum use probability is screened out to be used as a first operation path; judging whether the use probability of the first operation path is greater than or equal to a preset probability value or not; and taking the first operation path as a target operation path when the use probability of the first operation path is greater than or equal to a preset probability value.
That is, after the operation path (first operation path) with the highest usage probability is obtained, it is not directly taken 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 use probability of the first operation path is smaller than the preset probability value, the operation path is not used frequently enough, and at the moment, the first operation path is not taken as a target operation path; when the use probability of the first operation path is larger than or equal to the preset probability value, the operation path is used frequently, and at this time, the first operation path is taken as a target operation path.
The predetermined operation path comprises a first operation node and a second operation node, and the calculating of the use probability of each operation path comprises the following steps: acquiring a first frequency of triggering a first operation node; acquiring a second frequency of triggering a second operation node under the condition that a first operation node is triggered; and calculating the use probability of a preset 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 preset operation path is 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 taking the first proportional value as the use probability of the predetermined operation path.
Taking the predetermined operation path as an example, how to calculate the usage probability of the operation path is described. The predetermined operation path is determined by two operation nodes, which are a first operation node and a second operation node, respectively.
Path data of the user collected within a 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) that the operation node F1 (first operation node) is triggered is 10.
In the case where the first operation node is triggered, the number of times (the second frequency) that the operation node F2 (the second operation node) is triggered is 1.
In the case where the first operation node is triggered, the number of times (second frequency) that the operation node F3 (second operation node) is triggered is 8.
In the case where the first operation node is triggered, the number of times (the second frequency) that the operation node F4 (the second operation node) is triggered is 1.
The probability of use of the operational paths F1-F2 is: 1/10 is 10%.
The probability of use of the operational paths F1-F3 is: 8/10-80%.
The probability of use of the operational paths F1-F4 is: 1/10 is 10%.
The probability of use of the operational paths F1-F3 is much greater than the probability of use of the operational paths F1-F2 and the probability of use of the operational paths F1-F4, and thus the operational paths F1-F3 are set as default operational paths.
The following describes a case where the operation path is determined by three or more operation nodes.
Suppose that a certain operation path is determined by N (N ≧ 3) operation nodes, which are respectively operation nodes F1, F2, F3, … …, and FN, i.e., the operation path is F1-F2-F3-F4 … … -FN. The operation path comprises N-1 sub-operation paths which are respectively as follows: sub-operation paths F1-F2, sub-operation paths F2-F3, and sub-operation paths F3-F4 … …. And respectively calculating the use probabilities of the N-1 sub-operation paths, and multiplying the use probabilities of the N-1 sub-operation paths to obtain the use probabilities of the operation paths F1-F2-F3-F4 … … -FN. The method for calculating the use probability of any sub-operation path is calculated by using the method described above, and is not described in detail.
This case where the operation path is determined by 3 operation nodes is exemplified below.
The first operation path is formed by sequentially connecting a first sub-operation path and a second sub-operation path, and a first operation node of the second sub-operation path is the same as a last operation node of the first sub-operation path. The first sub-operation path and the second sub-operation path are determined by 2 operation nodes. Calculating the use probability of the first sub-operation path; calculating the use probability of the second sub-operation path; and multiplying the use probability of the first sub-operation path by the use probability of the second sub-operation path to obtain the use probability of the first operation path.
After setting the target operational path as the default operational path, the method further comprises: detecting whether the default operation path is cancelled; under the condition that the default operation path is cancelled, operation data obtained by operating the target application program are collected again; obtaining a redetermined operation path according to the recollected operation data; and updating the default operation path by using the redetermined operation path.
If the user feels that the default operation path is not required to be used, the default operation path may be manually canceled, as shown in fig. 6. If the default operation path is detected to be cancelled, the cancelled default operation path cannot meet the requirements of the user, and the common operation path of the user may have changed, so that operation data obtained by operating the target application program needs to be collected again; obtaining a redetermined operation path according to the recollected operation data; and updating the default operation path by using the redetermined operation path.
By re-collecting the operation data of the user under the condition that 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, and the user experience is improved.
The page display method provided by the embodiment of the invention is a method for self-learning of the user operation path, which is substantially a method for self-learning of the user operation path.
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 (i.e., a default operation path). And if the common path A- > B exists, automatically jumping to a page corresponding to the operation node B. And if the common path does not exist, the user can manually choose to jump to the page corresponding to the operation node B. The behavior recorder records operation data generated in the process that a user operates an application program every time, the operation data are stored in the behavior database, the algorithm device extracts, analyzes and calculates the operation data stored in the behavior database to obtain a plurality of operation paths, the use probability of each operation path is calculated, and the operation path with the maximum use probability is used as a common path (assuming that the path A- > B) or not, so that when the user inquires whether the common path exists or not next time, the obtained inquiry result is that the path exists and is the path A- > B, and the page corresponding to the operation node B is automatically jumped to.
Defining user behavior
Positioning a certain button element (operation node) of a one-click screen of a user to be a behavior, wherein each button corresponds to a unique behavior action, and as shown in fig. 3, numbers (identification information) of A1, A2, A3 and A4 correspond to 4 buttons of WeChat, address list, discovery and I.
When an application is developed, each button is assigned a behavior number, similar to a1, a2.
Secondly, recording the behaviors of the user
After clicking one button, an onClick event is received, and each time the user clicks one button, the corresponding action number is recorded, as shown in fig. 4.
When the application interface is developed, an event receiver is registered for each button, when a user clicks a 'friend circle', a click event is received, then a behavior B1 allocated to the 'friend circle' button is recorded, a behavior recorder is designed to collect behavior numbers generated by the behaviors of the user, and the behavior numbers are recorded in a database.
Thirdly, calculating the collected user behaviors to generate a common path
The database is used for recording the behaviors of the users, and an algorithm device of a common path is designed for analyzing and calculating the path chain of the users, calculating the path with high probability and finally recording the path as the common path into the database.
The following explains how to generate a common path, that is, how an algorithm implements the generation of the common path.
FIG. 8 is a behavior tree state diagram for a scenario of an application, which is a path that a user may reach through the scenario, according to an embodiment of the present invention.
The specific implementation of the algorithm is illustrated below with a set of simulated operational data, which is 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 common path is calculated by the user operation path collected from the above.
When the user enters the a3 scenario, the probability of being about to enter the B1, B2, B3 scenario is what the result can be:
probability of A3-B1: the number of A3-B1/the number of A3 was (20/22) × 100%: 91.0%
Probability of A3-B2: the number of A3-B2/the number of A3 was (1/22) × 100%: 4.5%
Probability of A3-B3: the number of A3-B2/the number of A3 was (1/22) × 100%: 4.5%
From data analysis, it can be seen that the path A3-B1 is a common path for this user.
Similarly, the probabilities of B1-C1 can be calculated from the above example:
19B 1-C1
1 of B1-C2
Probability of B1-C1: 19/20%
And calculating the common path of the user by collecting the path of the user. On these paths, one can choose to automatically help the user jump through the scene. For example, if A3-B1 is considered as a common path of the user, the user automatically jumps to B1 after entering a scene A3, and automatically jumps to C1 when entering a scene B1 and the path of B1-C1 is a common path of the user.
How to identify the usual user path is explained above from the user behavior probability.
And fourthly, the user can cancel the display setting of the common path by himself.
If the user feels that the automatic jump of the common path is not needed, the setting can be manually entered, and the existing common path can be deleted. FIG. 6 is a schematic diagram of a setup interface according to an embodiment of the invention.
The embodiment of the invention integrates the behavior path data analysis of the user, intelligently identifies and memorizes the common paths of different user groups, helps the user to customize a privatized quick entry through data collection and intelligent data analysis, solves the problem that the preset common entry cannot meet the quick operation requirements of different users, and enables the quick operation path of the user to be more intelligent.
For example, when a user uses WeChat at ordinary times, the user can see either a message or a friend circle, other functional users are rarely used, the user is taken to see the operation example of the friend circle, and if the user wants to see the friend circle, the user needs to do the following operations:
operation H1: clicking WeChat application to enter WeChat homepage
Operation H2: click the "find" button at the bottom, go to the found page,
operation H3: clicking the friend circle, entering the friend circle, and finishing the operation.
In the prior art, the user needs 3 operations H1-H2-H3 to complete.
In the embodiment of the invention, the operation path is optimized:
and (3) user operation:
H1-H2
and (3) automatically completing:
H2-H3 (default operation path)
That is, the user enters the circle of friends, only H1 is needed to enter WeChat, H2 clicks the two steps of "discovery", and H2-H3 are automatically completed by the program.
The page display method provided by the invention helps a user to improve the operation convenience of the common path of the user, reduces the manual operation times of the user and improves the operation experience of the user.
It should be noted that, for simplicity of description, the above-mentioned method embodiments are described as a series of acts or combination of acts, but those skilled in the art will recognize that the present invention is not limited by the order of acts, as some steps may occur in other orders or concurrently in accordance with the invention. Further, those skilled in the art should also appreciate that the embodiments described in the specification are preferred embodiments and that the acts and modules referred to are not necessarily required by the invention.
Through the above description of the embodiments, those skilled in the art can clearly understand that the method according to the above embodiments can be implemented by software plus a necessary general hardware platform, and certainly can also be implemented by hardware, but the former is a better implementation mode in many cases. Based on such understanding, the technical solutions of the present invention may be embodied in the form of a software product, which is stored in a storage medium (e.g., ROM/RAM, magnetic disk, optical disk) and includes instructions for enabling a terminal device (e.g., a mobile phone, a computer, a server, or a network device) to execute the method according to the embodiments of the present invention.
According to an embodiment of the present invention, there is also provided a page display apparatus for implementing the page display method, as shown in fig. 9, the apparatus including: the device comprises a first collecting unit 10, a first acquiring unit 20, a selecting unit 30 and a setting unit 40.
The first collecting unit 10 is configured to collect operation data obtained by operating a target application, where the operation data carries information of a plurality of operation nodes, and after a target operation node in the plurality of operation nodes is triggered, a page corresponding to the target operation node is displayed, where the target operation node is any one of the operation nodes.
A first obtaining unit 20, configured to obtain a plurality of operation paths according to the operation data, where each operation path includes at least two operation nodes.
A selecting unit 30 for selecting an operation path satisfying a preset condition from the plurality of operation paths as a target operation path.
And the setting unit 40 is configured to set the target operation path as a default operation path, wherein the target application program directly jumps to a target page under a condition that a first operation node of the default operation path is triggered, where the target page is a page corresponding to a last operation node of the target operation path.
Alternatively, the selection unit 30 includes: calculating the subunit and determining the subunit. And the calculating subunit is used for calculating the use probability of each operation path, wherein the use probability is used for representing the probability that the operation node on the operation path is triggered. And the determining subunit is used for taking the operation path with the maximum use probability as the target operation path.
Optionally, the determining the subunit comprises: the device comprises a screening module, a judging module and a determining module. And the screening module is used for screening the operation path with the maximum use probability as a first operation path. And the judging module is used for judging whether the use probability of the first operation path is greater than or equal to a preset probability value. And the determining module is used for taking the first operation path as the target operation path under the condition that the use 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 calculating subunit includes: the device comprises a first acquisition module, a second acquisition module and a first calculation module. The first obtaining module is used for obtaining the first frequency of the first operation node triggered. And the second acquiring module is used for acquiring a second frequency of the triggered second operation node under the condition that the first operation node is triggered. The first calculation module is used for calculating the use probability of the preset 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 preset operation path is any one of the operation paths.
Optionally, the first calculation module comprises: and a calculation submodule and a determination submodule. And the calculating submodule is used for dividing the second frequency by the first frequency to obtain a first proportional value. And the determining submodule is used for taking the first proportional value as the use probability of the preset operation path.
Optionally, the apparatus further comprises: the device comprises a detection unit, a second collection unit, a second acquisition unit and an updating unit. A detection unit for detecting whether the default operation path is cancelled after the setting unit 40 sets the target operation path as the default operation path. And the second collecting unit is used for collecting the operation data obtained by the operation target application program again under the condition that the default operation path is cancelled. And the second acquisition unit is used for obtaining the redetermined operation path according to the collected operation data. And the updating unit is used for updating the default operation path by using the redetermined operation path.
Optionally, the apparatus further comprises: and a distribution unit. An allocating unit, configured to allocate identification information to each operation node in the target application program before the first collecting unit 10 collects operation data obtained by operating the target application program. The first collecting unit 10 is configured to: and recording the ith identification information under the condition that the ith operation node is triggered, wherein the ith identification information is identification information corresponding to the ith operation node, and the ith operation node is any one operation node in the target application program.
Optionally, the first operation path is formed by sequentially connecting a first sub-operation path and a second sub-operation path, and a first operation node of the second sub-operation path is the same as a last operation node of the first sub-operation path. The calculation subunit includes: the device comprises a second calculation module, a third calculation module and a fourth calculation module. And the second calculation module is used for calculating the use probability of the first sub-operation path. And the third calculation module is used for calculating the use probability of the second sub-operation path. And the fourth calculating module is used for multiplying the use probability of the first sub-operation path and the use probability of the second sub-operation path to obtain the use probability of the first operation path.
According to an embodiment of the present invention, there is also provided a server for implementing the page display method, as shown in fig. 10, the server mainly includes a processor 1001, a display 1003, a data interface 1004, a memory 1005, and a network interface 1006, where:
the data interface 1004 transmits the operation data, the operation paths, and the like to the processor 1001 mainly by 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 operation data, a plurality of operation paths, and the like.
The processor 1001 is mainly configured to perform the following operations:
collecting operation data obtained by operating a target application program, wherein the operation data carries information of a plurality of operation nodes, and displaying a page corresponding to a target operation node after the target operation node in the plurality of operation nodes is triggered, wherein the target operation node is any one operation node; acquiring a plurality of operation paths according to the operation data, wherein each operation path comprises at least two operation nodes; selecting an operation path meeting preset conditions from a plurality of operation paths as a target operation path; and setting the target operation path as a default operation path, wherein the target application program directly jumps to a target page under the condition that a first operation node of the default operation path is triggered, wherein the target page is a page corresponding to a last operation node of the target operation path.
The processor 1001 is further configured to perform: calculating the use probability of each operation path, wherein the use probability is used for representing the probability that the operation node on the operation path is triggered; and taking the operation path with the maximum use probability as a target operation path.
The processor 1001 is further configured to perform: screening out an operation path with the maximum use probability as a first operation path; judging whether the use probability of the first operation path is greater than or equal to a preset probability value or not; and taking the first operation path as a target operation path when the use probability of the first operation path is greater than or equal to a preset probability value.
The processor 1001 is further configured to perform: acquiring a first frequency of triggering a first operation node; acquiring a second frequency of triggering a second operation node under the condition that a first operation node is triggered; and calculating the use probability of a preset 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 preset operation path is any one of the operation paths.
The processor 1001 is further configured to perform: dividing the second frequency by the first frequency to obtain a first proportional value; and taking the first proportional value as the use probability of the predetermined operation path.
The processor 1001 is further configured to perform: detecting whether the default operation path is cancelled; under the condition that the default operation path is cancelled, operation data obtained by operating the target application program are collected again; obtaining a redetermined operation path according to the recollected operation data; and updating the default operation path by using the redetermined operation path.
The processor 1001 is further configured to perform: allocating identification information to each operation node in the target application program; collecting the operation data obtained by operating the target application program comprises: and recording the ith identification information under the condition that the ith operation node is triggered, wherein the ith identification information is identification information corresponding to the ith operation node, and the ith operation node is any one operation node in the target application program.
The processor 1001 is further configured to perform: calculating the use probability of the first sub-operation path; calculating the use probability of the second sub-operation path; and multiplying the use probability of the first sub-operation path by the use probability of the second sub-operation path to obtain the use probability of the first operation path.
Optionally, the specific examples in this embodiment may refer to the examples described in the above embodiments, and this embodiment is not described herein again.
The embodiment of the invention also provides a storage medium. Optionally, in this embodiment, the storage medium may be configured to store a program code of the page display method according to the embodiment of the present invention.
Optionally, in this embodiment, the 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 this embodiment, the storage medium is configured to store program code for performing the following steps:
s1, collecting operation data obtained by operating a target application program, wherein the operation data carries information of a plurality of operation nodes, and displaying a page corresponding to a target operation node after the target operation node in the plurality of operation nodes is triggered, wherein the target operation node is any one operation node;
s2, acquiring a plurality of operation paths according to the operation data, wherein each operation path comprises at least two operation nodes;
s3, selecting an operation path meeting preset conditions from the multiple operation paths as a target operation path;
and S4, setting the target operation path as a default operation path, wherein the target application program directly jumps to a 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.
Optionally, in this embodiment, the processor executes, according to the program code stored in the storage medium: calculating the use probability of each operation path, wherein the use probability is used for representing the probability that the operation node on the operation path is triggered; and taking the operation path with the maximum use probability as a target operation path.
Optionally, in this embodiment, the processor executes, according to the program code stored in the storage medium: screening out an operation path with the maximum use probability as a first operation path; judging whether the use probability of the first operation path is greater than or equal to a preset probability value or not; and taking the first operation path as a target operation path when the use probability of the first operation path is greater than or equal to a preset probability value.
Optionally, in this embodiment, the processor executes, according to the program code stored in the storage medium: acquiring a first frequency of triggering a first operation node; acquiring a second frequency of triggering a second operation node under the condition that a first operation node is triggered; and calculating the use probability of a preset 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 preset operation path is any one of the operation paths.
Optionally, in this embodiment, the processor executes, according to the program code stored in the storage medium: dividing the second frequency by the first frequency to obtain a first proportional value; and taking the first proportional value as the use probability of the predetermined operation path.
Optionally, in this embodiment, the processor executes, according to the program code stored in the storage medium: detecting whether the default operation path is cancelled; under the condition that the default operation path is cancelled, operation data obtained by operating the target application program are collected again; obtaining a redetermined operation path according to the recollected operation data; and updating the default operation path by using the redetermined operation path.
Optionally, in this embodiment, the processor executes, according to the program code stored in the storage medium: allocating identification information to each operation node in the target application program; collecting the operation data obtained by operating the target application program comprises: and recording the ith identification information under the condition that the ith operation node is triggered, wherein the ith identification information is identification information corresponding to the ith operation node, and the ith operation node is any one operation node in the target application program.
Optionally, in this embodiment, the processor executes, according to the program code stored in the storage medium: calculating the use probability of the first sub-operation path; calculating the use probability of the second sub-operation path; and multiplying the use probability of the first sub-operation path by the use probability of the second sub-operation path to obtain the use probability of the first operation path.
Optionally, in this embodiment, the storage medium may include, but is not limited to: a U-disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic or optical disk, and other various media capable of storing program codes.
Optionally, the specific examples in this embodiment may refer to the examples described in the above embodiments, and this embodiment is not described herein again.
The integrated unit in the above embodiments, if implemented in the form of a software functional unit and sold or used as a separate product, may be stored in the above 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, which is stored in a storage medium and includes several instructions for causing one or more computer devices (which may be personal computers, servers, network devices, etc.) to execute all or part of the steps of the method according to the embodiments of the present invention.
In the above embodiments of the present invention, the descriptions of the respective embodiments have respective emphasis, and for parts that are not described in detail in a certain embodiment, reference may be made to related descriptions of other embodiments.
In the several embodiments provided in the present application, it should be understood that the disclosed client may be implemented in other manners. The above-described embodiments of the apparatus are merely illustrative, and for example, the division of the units is only one type of division of logical functions, and there may be other divisions when actually implemented, for example, a plurality of units or components may be combined or may be integrated into another system, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, units or modules, and may be in an electrical or other form.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of network units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present invention may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.
The foregoing is only a preferred embodiment of the present invention, and it should be noted that, for those skilled in the art, various modifications and decorations can be made without departing from the principle of the present invention, and these modifications and decorations should also be regarded as the protection scope of the present invention.
Claims (8)
1. A page display method, comprising:
collecting operation data obtained by operating a target application program, wherein the operation data carries information of a plurality of operation nodes, and after a target operation node in the plurality of operation nodes is triggered, displaying a page corresponding to the target operation node, wherein the target operation node is any one operation node;
obtaining a plurality of operation paths according to the operation data, wherein each operation path comprises at least two operation nodes;
calculating the use probability of each operation path, wherein the use probability is used for representing the probability that an operation node on the operation path is triggered;
taking the operation path with the maximum use probability as the target operation path;
setting the target operation path as a default operation path, wherein the target application program directly jumps to a target page under the condition that a first operation node of the default operation path is triggered, wherein the target page is a page corresponding to a last operation node of the target operation path;
displaying the default operation path on an interface;
detecting whether the default operation path is cancelled; under the condition that the default operation path is cancelled, operation data obtained by operating the target application program are collected again; obtaining a redetermined operation path according to the recollected operation data; updating the default operating path with the re-determined operating path;
wherein calculating the usage probability of each of the operation paths comprises: acquiring a first frequency of triggering a first operation node; acquiring a second frequency of triggering a second operation node under the condition that the first operation node is triggered; calculating a usage probability of a predetermined operation path according to the first frequency and the second frequency, wherein the first operation node is triggered before the second operation node, the predetermined operation path is any one of a plurality of operation paths, and the predetermined operation path comprises the first operation node and the second operation node;
wherein calculating the usage probability of each of the operation paths further comprises: calculating the use probability of the first sub-operation path; calculating the use probability of the second sub-operation path; multiplying the use probability of the first sub-operation path by the use probability of the second sub-operation path to obtain the use probability of the first operation path; the first operation path is formed by sequentially connecting the first sub-operation path and the second sub-operation path, and a first operation node of the second sub-operation path is the same as a last operation node of the first sub-operation path.
2. The method of claim 1, wherein using the operation path with the highest probability of use as the target operation path comprises:
screening out an operation path with the maximum use probability as a first operation path;
judging whether the use probability of the first operation path is greater than or equal to a preset probability value or not;
and taking the first operation path as the target operation path under the condition that the use probability of the first operation path is greater than or equal to the preset probability value.
3. The method of claim 1, wherein calculating the probability of use of the predetermined operational path based on the first frequency and the second frequency comprises:
dividing the second frequency by the first frequency to obtain a first proportional value;
and taking the first proportional value as the use probability of the predetermined operation path.
4. The method of claim 1, prior to collecting operational data resulting from operating a target application, further comprising:
allocating identification information to each operation node in the target application program;
collecting the operation data obtained by operating the target application program comprises:
recording ith identification information under the condition that an ith operation node is triggered, wherein the ith identification information is identification information corresponding to the ith operation node, and the ith operation node is any one operation node in the target application program.
5. A page display apparatus, comprising:
the system comprises a first collecting unit, a second collecting unit and a third collecting unit, wherein the first collecting unit is used for collecting operation data obtained by operating a target application program, the operation data carries information of a plurality of operation nodes, a page corresponding to a target operation node is displayed after the target operation node in the plurality of operation nodes is triggered, and the target operation node is any one operation node;
a first obtaining unit, configured to obtain multiple operation paths according to the operation data, where each operation path includes at least two operation nodes;
a selection unit configured to select an operation path satisfying a preset condition from among the plurality of operation paths as a target operation path;
the setting unit is used for setting the target operation path as a default operation path, wherein the target application program directly jumps to a target page under the condition that a first operation node of the default operation path is triggered, wherein the target page is a page corresponding to a last operation node of the target operation path;
a detection unit configured to detect whether the default operation path is cancelled after the setting unit sets the target operation path as a default operation path;
a second collecting unit, configured to collect operation data obtained by operating the target application program again when the default operation path is cancelled;
a second obtaining unit, configured to obtain a redetermined operation path according to the operation data that is newly collected;
an updating unit configured to update the default operation path with the re-determined operation path;
the device is also used for displaying the default operation path on an interface;
the selection unit includes: a calculating subunit, configured to calculate a usage probability of each operation path, where the usage probability is used to indicate a probability that an operation node on the operation path is triggered; a determining subunit, configured to use the operation path with the largest usage probability as the target operation path;
the calculation subunit includes: the first obtaining module is used for obtaining a first frequency of triggering the first operation node; a second obtaining module, configured to obtain a second frequency at which a second operation node is triggered when the first operation node is triggered; a first calculating module, configured to calculate a usage probability of a predetermined operation path according to the first frequency and the second frequency, where the first operation node is triggered before the second operation node, the predetermined operation path is any one of the operation paths, and the predetermined operation path includes the first operation node and the second operation node;
the calculation subunit includes: the second calculation module is used for calculating the use probability of the first sub-operation path; the third calculation module is used for calculating the use probability of the second sub-operation path; 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 the usage probability of the first operation path;
the first operation path is formed by sequentially connecting the first sub-operation path and the second sub-operation path, and a first operation node of the second sub-operation path is the same as a last operation node of the first sub-operation path.
6. The apparatus of claim 5, wherein the determining subunit comprises:
the screening module is used for screening out the operation path with the maximum use probability as a first operation path;
the judging module is used for judging whether the use probability of the first operation path is greater than or equal to a preset probability value or not;
and the determining module is used for taking the first operation path as the target operation path under the condition that the use probability of the first operation path is greater than or equal to the preset probability value.
7. The apparatus of claim 5, wherein the first computing module comprises:
the calculation submodule is used for dividing the second frequency by the first frequency to obtain a first proportional value;
a determining submodule, configured to use the first scale value as a usage probability of the predetermined operation path.
8. The apparatus of claim 7, further comprising:
the distribution unit is used for distributing identification information to each operation node in the target application program before the first collection unit collects operation data obtained by operating the target application program;
the first collection unit is configured to:
recording ith identification information under the condition that an ith operation node is triggered, wherein the ith identification information is identification information corresponding to the ith operation node, and the ith operation node is any one operation node in the target application program.
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| PCT/CN2018/076456 WO2018149383A1 (en) | 2017-02-20 | 2018-02-12 | Page display method and apparatus, storage medium, and electronic apparatus |
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| CN201710091364.9A CN108304235B (en) | 2017-02-20 | 2017-02-20 | Page display method and device |
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| CN111950834A (en) * | 2019-05-17 | 2020-11-17 | 阿里巴巴集团控股有限公司 | Information processing method, information display method and device and computing equipment |
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