CN105653453A - Application program analysis method and device - Google Patents
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Abstract
The embodiment of the invention discloses an application program analysis method and device, which are applied to a server, wherein the server is in communication connection with N terminals, and the method comprises the following steps: for each terminal in the N terminals, receiving first data which are uploaded by the terminal and aim at a target application program; determining an interface path of a user corresponding to the terminal for a target application program interface according to the first data; generating a statistical result of the target application program aiming at each version in the M versions according to the determined interface paths of the N users corresponding to the N terminals; and analyzing the target application program according to each statistical result in the M generated statistical results. By applying the embodiment of the invention, the interface paths can better reflect the behavior of the user using the application program, and the paths of the application program can be quickly known to be frequently visited by the user and not frequently visited by the user, so that the accuracy and the efficiency of analyzing the application program are improved.
Description
Technical field
The present invention relates to data analysis technique field, in particular to a kind of application program analytical procedure and device.
Background technology
Mobile applications, refer to can mobile terminal device run and provide to user and realize the software of some demand function, such as: mobile phone version antivirus software, mobile phone version chat software etc.
Along with the fast development of mobile terminal device technology, the application program being applied to mobile terminal device also gets more and more; And then competition between application program is also more and more fierce.
In order to improve the rate of utilization of application program competitive power commercially and user. Under normal circumstances, user can use the behavior of application program analyze. According to analytical results, function and the interface of application programs are beautified.
At present, user using the behavior of application program analyze, mainly counting user is in the process using application program, for the click volume of the button comprised in application program; Click volume according to statistics is analyzed. But click volume only can represent the number of times that this button is clicked, can not well react the behavior of user, and then analytical results may be caused inaccurate. Such as, a certain button is clicked many times by user, and situation has a variety of, it may be that returns to after much operating, access a lot of interface and to click here; Also it is likely that user clicks this button, enters into a certain interface, after then returning by this interface, again carry out clicking. And analyzing according to click volume, analysis efficiency is poor.
Summary of the invention
The object of the embodiment of the present invention is to provide a kind of application program analytical procedure and device, to improve accuracy and the efficiency that application programs is analyzed.
For achieving the above object, the embodiment of the invention discloses a kind of application program analytical procedure, be applied to server, described server and the communication connection of N number of terminal, described method comprises:
For each terminal in described N number of terminal, receive the first data for intended application program that this terminal is uploaded, wherein, described first data at least comprise the interface relation at adjacent two interfaces in described intended application program, the described intended application program being provided with M version in described N number of terminal, M >=1;
According to described first data, it is determined that user corresponding to this terminal is for the path, interface of described intended application program interface;
Path, described interface according to N number of user corresponding to determined described N number of terminal, generate the statistics of the described intended application program for each version in M version, wherein, described statistics at least comprises the path, interface of user corresponding to the terminal of described intended application program installing this version;
According to each statistics in M the statistics generated, described intended application program is analyzed.
Optionally, described interface relation, comprising:
Set membership and/or front and back relation.
Optionally, described first data also comprise the time that enters for target interface in described intended application program and time departure; Described method also comprises:
According to described first data, it is determined that user corresponding to this terminal is for the residence time of described target interface;
The path, described interface of the described N number of user corresponding according to determined described N number of terminal, generates the statistics of the described intended application program for each version in M version, comprising:
Path, described interface according to N number of user corresponding to determined described N number of terminal, and the described residence time of N number of user corresponding to determined described N number of terminal, generate the statistics of the described intended application program for each version in M version; Described statistics comprises the path, interface of user corresponding to the terminal of described intended application program installing this version and the described residence time.
Optionally, described method also comprises:
According to described statistics, generate statistical graph or cartogram;
Described statistical graph or cartogram is shown to user.
Optionally, when M >=2, described method also comprises:
According to M the statistics generated, generate the comparing result for described intended application program;
Described comparing result is shown to user.
For achieving the above object, the embodiment of the invention discloses a kind of application program analytical equipment, be applied to server, described server and the communication connection of N number of terminal, described device comprises: receiver module, determination module, the first generation module and analysis module, wherein,
Described receiver module, for for each terminal in described N number of terminal, receive the first data for intended application program that this terminal is uploaded, wherein, described first data at least comprise the interface relation at adjacent two interfaces in described intended application program, the described intended application program being provided with M version in described N number of terminal, M >=1;
Described determination module, for according to described first data, it is determined that user corresponding to this terminal is for the path, interface of described intended application program interface;
Described first generation module, for the path, described interface of the N number of user corresponding according to determined described N number of terminal, generate the statistics of the described intended application program for each version in M version, wherein, described statistics at least comprises the path, interface of user corresponding to the terminal of described intended application program installing this version;
Described analysis module, for according to each statistics in M the statistics generated, analyzing described intended application program.
Optionally, described interface relation, comprising:
Set membership and/or front and back relation.
Optionally, described first data also comprise the time that enters for target interface in described intended application program and time departure; Described determination module, also for:
According to described first data, it is determined that user corresponding to this terminal is for the residence time of described target interface;
Described first generation module, specifically for:
Path, described interface according to N number of user corresponding to determined described N number of terminal, and the described residence time of N number of user corresponding to determined described N number of terminal, generate the statistics of the described intended application program for each version in M version; Described statistics comprises the path, interface of user corresponding to the terminal of described intended application program installing this version and the described residence time.
Optionally, described device also comprises: the 2nd generation module and the first display module, wherein,
Described 2nd generation module, for according to described statistics, generating statistical graph or cartogram;
Described first display module, for showing described statistical graph or cartogram to user.
Optionally, when M >=2, described device also comprises: the 3rd generation module and the 2nd display module, wherein,
Described 3rd generation module, for according to M the statistics generated, generating the comparing result for described intended application program;
Described 2nd display module, for showing described comparing result to user.
As seen from the above technical solutions, embodiments provide a kind of the application program analytical procedure and the device that are applied to server, described server and the communication connection of N number of terminal, method comprises: for each terminal in described N number of terminal, receives the first data for intended application program that this terminal is uploaded; According to described first data, it is determined that user corresponding to this terminal is for the path, interface of described intended application program interface; Path, described interface according to N number of user corresponding to determined described N number of terminal, generates the statistics of the described intended application program for each version in M version; According to each statistics in M the statistics generated, described intended application program is analyzed.
The application technical scheme that provides of the embodiment of the present invention, adds up for the path, interface of application program N number of user corresponding to N number of terminal, and then the path, interface according to statistics is analyzed. This path, interface can react the behavior that user uses application program preferably, improve the accuracy that application programs is analyzed, in addition, those paths that can know application program fast are that user often accesses, those paths are infrequently accessed, and then improve the efficiency of application programs analysis.
Certainly, arbitrary product or the method for implementing the present invention must not necessarily need to reach above-described all advantages simultaneously.
Accompanying drawing explanation
In order to be illustrated more clearly in the embodiment of the present invention or technical scheme of the prior art, it is briefly described to the accompanying drawing used required in embodiment or description of the prior art below, apparently, accompanying drawing in the following describes is only some embodiments of the present invention, for those of ordinary skill in the art, under the prerequisite not paying creative work, it is also possible to obtain other accompanying drawing according to these accompanying drawings.
The first schematic flow sheet of the application program analytical procedure being applied to server that Fig. 1 provides for the embodiment of the present invention;
2nd kind of schematic flow sheet of the application program analytical procedure being applied to server that Fig. 2 provides for the embodiment of the present invention;
The third schematic flow sheet of the application program analytical procedure being applied to server that Fig. 3 provides for the embodiment of the present invention;
4th kind of schematic flow sheet of the application program analytical procedure being applied to server that Fig. 4 provides for the embodiment of the present invention;
The first structural representation of the application program analytical equipment being applied to server that Fig. 5 provides for the embodiment of the present invention;
2nd kind of structural representation of the application program analytical equipment being applied to server that Fig. 6 provides for the embodiment of the present invention;
The third structural representation of the application program analytical equipment being applied to server that Fig. 7 provides for the embodiment of the present invention;
The schematic diagram of the statistics of the application A for version x that Fig. 8 provides for the embodiment of the present invention;
The schematic diagram of the statistical graph of the generation that Fig. 9 provides for the embodiment of the present invention.
The schematic diagram of the comparing result that Figure 10 provides for the embodiment of the present invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is only the present invention's part embodiment, instead of whole embodiments. Based on the embodiment in the present invention, those of ordinary skill in the art, not making other embodiments all obtained under creative work prerequisite, belong to the scope of protection of the invention.
In order to solve prior art problem, embodiments provide a kind of application program analytical procedure and device. It should be noted that, embodiments of the invention are preferably applicable to server, and server and N number of terminal communication connection.
First a kind of application program analytical procedure that the embodiment of the present invention provides is described in detail below.
The first schematic flow sheet of the application program analytical procedure being applied to server that Fig. 1 provides for the embodiment of the present invention, it is possible to comprising:
S101: for each terminal in described N number of terminal, receives the first data for intended application program that this terminal is uploaded;
Wherein, described first data at least comprise the interface relation at adjacent two interfaces in described intended application program, described N number of terminal is provided with the described intended application program of M version, M >=1.
Concrete, in actual applications, the interface relation at adjacent two interfaces, it is possible to be set membership, namely a certain interface is the father interface at another interface, and such as: interface A is the father interface of interface B, then interface B is the sub-interface of interface A; Can also being front and back relation, namely a certain interface be a front interface at another interface, such as, jumps to interface B by interface A, then interface A is a front interface of interface B, and interface B is a rear interface of interface A.
S102: according to described first data, it is determined that user corresponding to this terminal is for the path, interface of described intended application program interface;
S103: according to the path, described interface of N number of user corresponding to determined described N number of terminal, generates the statistics of the described intended application program for each version in M version;
Wherein, described statistics at least comprises the path, interface of user corresponding to the terminal of described intended application program installing this version.
S104: according to each statistics in M the statistics generated, described intended application program is analyzed.
Exemplary, it is assumed that server and 5 terminal communication connections, be respectively terminal 1, terminal 2, terminal 3, terminal 4 and terminal 5. Intended application program is application A. Terminal 1 and terminal 3 are provided with the application A that version is x, terminal 2 and terminal 5 are provided with the application A that version is y, terminal 4 is provided with the application A that version is z, namely 5 terminals are provided with the application A of 3 versions.
In actual applications, for each terminal in described N number of terminal, receive the first data for intended application program that this terminal is uploaded, it is possible to receive the use daily record for intended application program that this terminal is uploaded, from using the interface relation extracting adjacent two interfaces daily record; Concrete, it may also be useful to daily record to record the call relation between the order of user's access interface and interface, therefore, it is possible to from using the interface relation extracting adjacent two interfaces daily record.
In actual applications, for each terminal in described N number of terminal, receive the first data for intended application program that this terminal is uploaded, user can also change an interface every time, terminal is according to the interface behind the interface before replacing and replacing, generate the interface relation at two interfaces, and the interface relation of generation is sent to server, the interface relation at adjacent two interfaces of server real-time reception.
Exemplary, for terminal 1, it is assumed that the interface relation for application A (the change order between interface) that the terminal 1 that server receives is uploaded is: interface a is to interface b, interface b is to interface c, interface c to interface f, interface f are to interface b, and interface b is to interface m.
The interface relation then uploaded according to terminal 1, it is determined that the user of terminal 1 correspondence is for the path, interface at application A interface, it is determined that the path, interface gone out is: a > b > c > f > b > m.
And then the interface path of user for application A interface of terminal 2, terminal 3, terminal 4 and terminal 5 difference correspondence can be determined successively.
According to above-mentioned 5 paths determined, utilize the path, interface of terminal 1 and terminal 3, generate the statistics of the application A for version x; Utilize the path, interface of terminal 2 and terminal 5, generate the statistics of the application A for version y; Utilize the path, interface of terminal 4, generate the statistics of the application A for version z, namely altogether generate 3 statisticses.
Assume that the user of terminal 3 correspondence determined for the path, interface at application A interface is: a > c > f > a > m; Then utilize the path, interface of terminal 1 and terminal 3, generating the statistics for the application A of version x is: the number of times of interface a to interface b is 1 time, the number of times of interface b to interface c is 1 time, the number of times of interface c to interface f is 2 times, the number of times of interface f to interface b is 1 time, and the number of times of interface b to interface m is 1 time, and the number of times of interface a to interface c is 1 time, the number of times of interface f to interface a is 1 time, and the number of times of interface a to interface m is 1 time. As shown in Figure 8, the schematic diagram of the statistics of the application A for version x that Fig. 8 provides for the embodiment of the present invention.
Utilize each statistics generated, the application program of application version corresponding to this statistics is analyzed.
Concrete, in actual applications, when data volume is bigger, the interface that the maximum interface change of number of times is corresponding can be analyzed, analyze the interface that the interface change of least number of times is corresponding, and analyze the main path for intended application program, wherein, main path is made up of multiple path segments. And then on the interface that the interface change that number of times is maximum is corresponding or on the interface that main path is corresponding, some pushed information etc. can be added.
Exemplary, it is assumed that the number of times of interface a to interface b is 2011 times, and the number of times of interface b to interface c is 1854 times, and it is 2000 times that interface a directly arrives the number of times of interface c. Although the number of times of interface a to interface b is greater than the number of times of interface a to interface c, but by interface a through interface b again to the successful number of times of interface c be 1854 times, it is less than interface a directly to the number of times of interface c, therefore, directly and receive the path of interface c from interface a, by a > a c path segments being defined as in main path.
It should be noted that, above-mentioned it is described for application A, be only a specific examples of the present invention, and the restriction of the present invention not in pairs.
The present invention is embodiment illustrated in fig. 1 in application, N number of user corresponding to N number of terminal is added up for the path, interface of application program, and then the path, interface according to statistics is analyzed. This path, interface can react the behavior that user uses application program preferably, improve the accuracy that application programs is analyzed, in addition, those paths that can know application program fast are that user often accesses, those paths are infrequently accessed, and then improve the efficiency of application programs analysis.
2nd kind of schematic flow sheet of the application program analytical procedure being applied to server that Fig. 2 provides for the embodiment of the present invention, the present invention is embodiment illustrated in fig. 2 on basis embodiment illustrated in fig. 1, also comprises the time that enters for target interface in described intended application program and time departure in described first data; Increase S105: according to described first data, it is determined that user corresponding to this terminal is for the residence time of described target interface;
The S103 of the embodiment of the present invention is S103A: according to the path, described interface of N number of user corresponding to determined described N number of terminal, and the described residence time of N number of user corresponding to determined described N number of terminal, generate the statistics of the described intended application program for each version in M version; Wherein, described statistics comprises the path, interface of user corresponding to the terminal of described intended application program installing this version and the described residence time.
Exemplary, take target interface as interface a it is example, it is assumed that the time entering interface a is 13:45:56 on December 13rd, 2014, and the time leaving interface a is 13:46:06 on December 13rd, 2014. Therefore can determine that user is 10 seconds in the residence time of interface a, and then the residence time of user at all interfaces can be determined. Under normal circumstances, the residence time of user in interface is more long, represents that user prefers this interface.
According to path, interface and the interface residence time, generating statistics, now statistics comprises the residence time at path, interface and interface.
The present invention is embodiment illustrated in fig. 2 in application, it is possible to those interfaces knowing application program fast are the interfaces that user prefers, and those interfaces are the interfaces that user does not like, and then improves the efficiency that application programs analyzes.
The third schematic flow sheet of the application program analytical procedure being applied to server that Fig. 3 provides for the embodiment of the present invention, the present invention is embodiment illustrated in fig. 3 on basis embodiment illustrated in fig. 1, increases following two steps,
S106: according to described statistics, generates statistical graph or cartogram;
S107: show described statistical graph or cartogram to user.
In actual applications, the statistical graph of generation, it is possible to be histogram, it is possible to be broken line graph, it is possible to be cake figure, it is possible to being bar graph etc., the pattern of statistical graph is not limited by the present invention.
Taking above-mentioned statistics as: the number of times of interface a to interface b is 1 time, the number of times of interface b to interface c is 1 time, the number of times of interface c to interface f is 2 times, the number of times of interface f to interface b is 1 time, the number of times of interface b to interface m is 1 time, the number of times of interface a to interface c is 1 time, and the number of times of interface f to interface a is 1 time, and the number of times of interface a to interface m is 1 time is example. The statistical graph generated is as shown in Figure 9. Wherein, a > c number represents the number of times of interface a to interface b, b > count the number of times representing interface b to interface c c time ..., a > m number represents the number of times of interface a to interface m.
S106 and S107 of the embodiment of the present invention can also increase on basis embodiment illustrated in fig. 2.
The present invention is embodiment illustrated in fig. 3 in application, and user according to the figure shown or table, can know statistics intuitively.
4th kind of schematic flow sheet of the application program analytical procedure being applied to server that Fig. 4 provides for the embodiment of the present invention, the present invention is embodiment illustrated in fig. 4 on basis embodiment illustrated in fig. 1, when M >=2, increases following two steps,
S108: according to M the statistics generated, generates the comparing result for described intended application program;
S109: show described comparing result to user.
Exemplary, with the application A of 4 versions, the segmented paths in path, whole interface: interface a to interface b is that example is described.
Assume that 4 versions of application A are respectively: 1.12.2,1.13.2,1.14.2 and 1.15.1.
The user's per-cent counting the interface a for 1.12.2 version to interface b is 20.42%;
The user's per-cent counting the interface a for 1.13.2 version to interface b is 18.91%;
The user's per-cent counting the interface a for 1.14.2 version to interface b is 24.27%;
The user's per-cent counting the interface a for 1.15.1 version to interface b is 32.08%.
According to above-mentioned 4 statisticses, the comparing result generated is as shown in Figure 10, can find out for application A, from 1.12.2 version to 1.13.2 version, user's per-cent of interface a to interface b reduces, and from 1.13.2 version to 1.14.2 version, user's per-cent of interface a to interface b increases, from 1.14.2 version to 1.15.1 version, user's per-cent of interface a to interface b increases.
S108 and S109 of the embodiment of the present invention can also increase on Fig. 2 or basis embodiment illustrated in fig. 3.
It should be noted that, above-mentioned with the application A of 4 versions, the segmented paths in path, whole interface: interface a to interface b is that example is described, and is only a specific examples of the present invention, does not form limitation of the invention.
The present invention is embodiment illustrated in fig. 4 in application, it is possible to show comparing result to user, and then makes user according to comparing result, can search the reason of data decline or rising, and then application programs is modified, it is to increase the competitive power of application program.
Corresponding with above-mentioned embodiment of the method, the embodiment of the present invention also provides a kind of application program analytical equipment.
The first structural representation of the application program analytical equipment being applied to server that Fig. 5 provides for the embodiment of the present invention, it is possible to comprising: receiver module 201, determination module 202, first generation module 203 and analysis module 204, wherein,
Receiver module 201, for for each terminal in described N number of terminal, receiving the first data for intended application program that this terminal is uploaded;
Wherein, described first data at least comprise the interface relation at adjacent two interfaces in described intended application program, described N number of terminal is provided with the described intended application program of M version, M >=1;
Concrete, in actual applications, the interface relation at adjacent two interfaces, it is possible to be set membership, namely a certain interface is the father interface at another interface, and such as: interface A is the father interface of interface B, then interface B is the sub-interface of interface A; Can also being front and back relation, namely a certain interface be a front interface at another interface, such as, jumps to interface B by interface A, then interface A is a front interface of interface B, and interface B is a rear interface of interface A.
Determination module 202, for according to described first data, it is determined that user corresponding to this terminal is for the path, interface of described intended application program interface;
Concrete, in actual applications, described first data can also comprise the time that enters for target interface in described intended application program and time departure;
Determination module 202 shown in the embodiment of the present invention, it is also possible to for:
According to described first data, it is determined that user corresponding to this terminal is for the residence time of described target interface;
First generation module 203, for the path, described interface of the N number of user corresponding according to determined described N number of terminal, generates the statistics of the described intended application program for each version in M version;
Wherein, described statistics at least comprises the path, interface of user corresponding to the terminal of described intended application program installing this version;
In intended application program described in the first data comprise adjacent two interfaces interface relation and for time that enters of target interface in described intended application program and time departure, the first generation module 203 shown in the embodiment of the present invention, specifically may be used for:
Path, described interface according to N number of user corresponding to determined described N number of terminal, and the described residence time of N number of user corresponding to determined described N number of terminal, generate the statistics of the described intended application program for each version in M version;
Wherein, described statistics comprises the path, interface of user corresponding to the terminal of described intended application program installing this version and the described residence time.
Analyze module 204, for according to each statistics in M the statistics generated, described intended application program being analyzed.
The present invention is embodiment illustrated in fig. 5 in application, N number of user corresponding to N number of terminal is added up for the path, interface of application program, and then the path, interface according to statistics is analyzed. This path, interface can react the behavior that user uses application program preferably, improve the accuracy that application programs is analyzed, in addition, those paths that can know application program fast are that user often accesses, those paths are infrequently accessed, and then improve the efficiency of application programs analysis.
2nd kind of structural representation of the application program analytical equipment being applied to server that Fig. 6 provides for the embodiment of the present invention, the present invention is embodiment illustrated in fig. 6 on basis embodiment illustrated in fig. 5, increases: the 2nd generation module 205 and the first display module 206, wherein,
2nd generation module 205, for according to described statistics, generating statistical graph or cartogram;
First display module 206, for showing described statistical graph or cartogram to user.
The present invention is embodiment illustrated in fig. 6 in application, and user according to the figure shown or table, can know statistics intuitively.
The third structural representation of the application program analytical equipment being applied to server that Fig. 7 provides for the embodiment of the present invention, the present invention is embodiment illustrated in fig. 7 on basis embodiment illustrated in fig. 5, when M >=2, increases: the 3rd generation module 207 and the 2nd display module 208, wherein
3rd generation module 207, for according to M the statistics generated, generating the comparing result for described intended application program;
2nd display module 208, for showing described comparing result to user.
The present invention is embodiment illustrated in fig. 7 in application, it is possible to show comparing result to user, and then makes user according to comparing result, can search the reason of data decline or rising, and then application programs is modified, it is to increase the competitive power of application program.
It should be noted that, herein, the such as relational terms of first and second grades and so on is only used for separating an entity or operation with another entity or operational zone, and not necessarily requires or imply to there is any this kind of actual relation or sequentially between these entities or operation. And, term " comprises ", " comprising " or its any other variant are intended to contain comprising of nonexcludability, so that comprise the process of a series of key element, method, article or equipment not only comprise those key elements, but also comprise other key elements clearly do not listed, or also comprise the key element intrinsic for this kind of process, method, article or equipment. When not more restrictions, the key element limited by statement " comprising ... ", and be not precluded within process, method, article or the equipment comprising described key element and also there is other identical element.
Each embodiment in this specification sheets all adopts relevant mode to describe, and what between each embodiment, identical similar part illustrated see, each embodiment emphasis mutually is the difference with other embodiments. Especially, for device embodiment, owing to it is substantially similar to embodiment of the method, so what describe is fairly simple, relevant part illustrates see the part of embodiment of the method.
One of ordinary skill in the art will appreciate that all or part of step realized in aforesaid method enforcement mode can be completed by the hardware that program carrys out instruction relevant, described program can be stored in computer read/write memory medium, here the alleged storage media obtained, as: ROM/RAM, magnetic disc, CD etc.
The foregoing is only the better embodiment of the present invention, it is not intended to limit protection scope of the present invention. All do within the spirit and principles in the present invention any amendment, equivalent replacement, improvement etc., be all included in protection scope of the present invention.
Claims (10)
1. an application program analytical procedure, it is characterised in that, it is applied to server, described server and the communication connection of N number of terminal, described method comprises:
For each terminal in described N number of terminal, receive the first data for intended application program that this terminal is uploaded, wherein, described first data at least comprise the interface relation at adjacent two interfaces in described intended application program, the described intended application program being provided with M version in described N number of terminal, M >=1;
According to described first data, it is determined that user corresponding to this terminal is for the path, interface of described intended application program interface;
Path, described interface according to N number of user corresponding to determined described N number of terminal, generate the statistics of the described intended application program for each version in M version, wherein, described statistics at least comprises the path, interface of user corresponding to the terminal of described intended application program installing this version;
According to each statistics in M the statistics generated, described intended application program is analyzed.
2. method according to claim 1, it is characterised in that, described interface relation, comprising:
Set membership and/or front and back relation.
3. method according to claim 1, it is characterised in that, described first data also comprise the time that enters for target interface in described intended application program and time departure; Described method also comprises:
According to described first data, it is determined that user corresponding to this terminal is for the residence time of described target interface;
The path, described interface of the described N number of user corresponding according to determined described N number of terminal, generates the statistics of the described intended application program for each version in M version, comprising:
Path, described interface according to N number of user corresponding to determined described N number of terminal, and the described residence time of N number of user corresponding to determined described N number of terminal, generate the statistics of the described intended application program for each version in M version; Described statistics comprises the path, interface of user corresponding to the terminal of described intended application program installing this version and the described residence time.
4. method according to claim 1, it is characterised in that, described method also comprises:
According to described statistics, generate statistical graph or cartogram;
Described statistical graph or cartogram is shown to user.
5. method according to Claims 1-4 any one, it is characterised in that, when M >=2, described method also comprises:
According to M the statistics generated, generate the comparing result for described intended application program;
Described comparing result is shown to user.
6. an application program analytical equipment, it is characterised in that, it is applied to server, described server and the communication connection of N number of terminal, described device comprises: receiver module, determination module, the first generation module and analysis module, wherein,
Described receiver module, for for each terminal in described N number of terminal, receive the first data for intended application program that this terminal is uploaded, wherein, described first data at least comprise the interface relation at adjacent two interfaces in described intended application program, the described intended application program being provided with M version in described N number of terminal, M >=1;
Described determination module, for according to described first data, it is determined that user corresponding to this terminal is for the path, interface of described intended application program interface;
Described first generation module, for the path, described interface of the N number of user corresponding according to determined described N number of terminal, generate the statistics of the described intended application program for each version in M version, wherein, described statistics at least comprises the path, interface of user corresponding to the terminal of described intended application program installing this version;
Described analysis module, for according to each statistics in M the statistics generated, analyzing described intended application program.
7. device according to claim 6, it is characterised in that, described interface relation, comprising:
Set membership and/or front and back relation.
8. device according to claim 6, it is characterised in that, described first data also comprise the time that enters for target interface in described intended application program and time departure;
Described determination module, also for:
According to described first data, it is determined that user corresponding to this terminal is for the residence time of described target interface;
Described first generation module, specifically for:
Path, described interface according to N number of user corresponding to determined described N number of terminal, and the described residence time of N number of user corresponding to determined described N number of terminal, generate the statistics of the described intended application program for each version in M version; Described statistics comprises the path, interface of user corresponding to the terminal of described intended application program installing this version and the described residence time.
9. device according to claim 6, it is characterised in that, described device also comprises: the 2nd generation module and the first display module, wherein,
Described 2nd generation module, for according to described statistics, generating statistical graph or cartogram;
Described first display module, for showing described statistical graph or cartogram to user.
10. device according to claim 6 to 9 any one, it is characterised in that, when M >=2, described device also comprises: the 3rd generation module and the 2nd display module, wherein,
Described 3rd generation module, for according to M the statistics generated, generating the comparing result for described intended application program;
Described 2nd display module, for showing described comparing result to user.
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| CN112698900A (en) * | 2020-12-31 | 2021-04-23 | 五八有限公司 | User operation path acquisition method and device, electronic equipment and storage medium |
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