CN105653453B - Application program analysis method and device - Google Patents
Application program analysis method and device Download PDFInfo
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- CN105653453B CN105653453B CN201511020951.6A CN201511020951A CN105653453B CN 105653453 B CN105653453 B CN 105653453B CN 201511020951 A CN201511020951 A CN 201511020951A CN 105653453 B CN105653453 B CN 105653453B
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/36—Preventing errors by testing or debugging software
- G06F11/3604—Software analysis for verifying properties of programs
- G06F11/3608—Software analysis for verifying properties of programs using formal methods, e.g. model checking, abstract interpretation
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, more particularly to a kind of application program analysis method and device.
Background technology
Mobile applications, refer to can mobile terminal device run and provide a user and realize some demand work(
The software of energy, such as：Mobile phone version antivirus software, mobile phone version chat software etc..
With the fast development of mobile terminal device technology, the application program applied to mobile terminal device is also increasingly
It is more；And then the competition between application program is also more and more fierce.
In order to improve application program competitiveness and the utilization rate of user in the market.It under normal conditions, can be to user
It is analyzed using the behavior of application program.According to analysis result, the function and interface of application program are beautified.
At present, user is analyzed using the behavior of application program, mainly counting user is using application program
In the process, for the click volume of the button included in application program；It is analyzed according to the click volume of statistics.But click volume is only capable of
Represent the number that the button is clicked, it is impossible to the behavior of reaction user well, and then analysis result may be caused inaccurate.Than
Such as, a certain button is clicked many times by user, and there are many kinds of situations, it may be possible to after much operating, access many interfaces
Return to what is clicked on here；It could also be possible that user clicks on, a certain interface is entered, after then being retracted by the interface, then
It is secondary to be clicked on.And it is analyzed according to click volume, analysis efficiency is poor.
The content of the invention
The embodiment of the present invention is designed to provide a kind of application program analysis method and device, to improve to application program
The accuracy of analysis and efficiency.
In order to achieve the above objectives, the embodiment of the invention discloses a kind of application program analysis method, applied to server, institute
Server is stated to communicate to connect with N number of terminal, the described method includes：
For each terminal in N number of terminal, being counted for the first of destination application for terminal upload is received
According to, wherein, including at least the interfacing relationship at two neighboring interface in the destination application, the N in first data
The destination application of M version, M >=1 are installed in a terminal；
According to first data, determine that the corresponding user of the terminal is directed to the interface road at the destination application interface
Footpath；
According to the interface path of the corresponding N number of user of the identified N number of terminal, generation is in M version
Each version the destination application statistical result, wherein, in the statistical result include at least install the version
The destination application the corresponding user of terminal interface path；
According to each statistical result in M statistical result of generation, the destination application is analyzed.
Optionally, the interfacing relationship, including：
Set membership and/or context.
Optionally, further included in first data for the entry time of target interface in the destination application and
Time departure；The method further includes：
According to first data, determine that the corresponding user of the terminal is directed to the residence time of the target interface；
The interface path of the corresponding N number of user of the N number of terminal determined by the basis, generation is for M version
The statistical result of the destination application of each version in this, including：
According to the interface path of the corresponding N number of user of the identified N number of terminal and the identified N
The residence time of the corresponding N number of user of a terminal, generation is for the intended application journey of each version in M version
The statistical result of sequence；The statistical result includes installing the corresponding user's of terminal of the destination application of the version
Interface path and the residence time.
Optionally, the method further includes：
According to the statistical result, statistical chart or statistical form are generated；
The statistical chart or statistical form are shown to user.
Optionally, in the case of M >=2, the method further includes：
According to M statistical result of generation, generation is for the comparing result of the destination application；
The comparing result is shown to user.
In order to achieve the above objectives, the embodiment of the invention discloses a kind of application program analytical equipment, applied to server, institute
It states server to communicate to connect with N number of terminal, described device includes：Receiving module, determining module, the first generation module and analysis mould
Block, wherein,
The receiving module, for each terminal being directed in N number of terminal, receive terminal upload is directed to target
First data of application program, wherein, two neighboring interface in the destination application is included at least in first data
Interfacing relationship, the destination application of M version, M >=1 are installed in N number of terminal；
The determining module, for according to first data, determining that the corresponding user of the terminal should for the target
With the interface path of program interface；
First generation module, for the interface road according to the corresponding N number of user of the identified N number of terminal
Footpath, generation are directed to the statistical result of the destination application of each version in M version, wherein, the statistical result
In include at least install the version the destination application the corresponding user of terminal interface path；
The analysis module, for each statistical result in the M statistical result according to generation, to the intended application
Program is analyzed.
Optionally, the interfacing relationship, including：
Set membership and/or context.
Optionally, further included in first data for the entry time of target interface in the destination application and
Time departure；The determining module, is additionally operable to：
According to first data, determine that the corresponding user of the terminal is directed to the residence time of the target interface；
First generation module, is specifically used for：
According to the interface path of the corresponding N number of user of the identified N number of terminal and the identified N
The residence time of the corresponding N number of user of a terminal, generation is for the intended application journey of each version in M version
The statistical result of sequence；The statistical result includes installing the corresponding user's of terminal of the destination application of the version
Interface path and the residence time.
Optionally, described device further includes：Second generation module and the first display module, wherein,
Second generation module, for according to the statistical result, generating statistical chart or statistical form；
First display module, for showing the statistical chart or statistical form to user.
Optionally, in the case of M >=2, described device further includes：3rd generation module and the second display module, wherein,
3rd generation module, for the M statistical result according to generation, generation is for the destination application
Comparing result；
Second display module, for showing the comparing result to user.
As seen from the above technical solutions, an embodiment of the present invention provides a kind of application program analyses applied to server
Method and device, the server are communicated to connect with N number of terminal, and method includes：For each terminal in N number of terminal,
Receive the first data for destination application of terminal upload；According to first data, determine that the terminal is corresponding
User is directed to the interface path at the destination application interface；According to the corresponding N number of user's of the identified N number of terminal
The interface path, generation is for the statistical result of the destination application of each version in M version；According to generation
M statistical result in each statistical result, the destination application is analyzed.
The technical solution provided using the embodiment of the present invention, N number of user corresponding to N number of terminal is for application program
Interface path is counted, and then is analyzed according to the interface path of statistics.The interface path, which can preferably react user, to be made
With the behavior of application program, the accuracy to application program analysis is improved, furthermore it is possible to quickly know that of application program
A little paths are that user often accesses, those paths infrequently access, and then improve the efficiency to application program analysis.
Certainly, implement any of the products of the present invention or method must be not necessarily required to reach all the above excellent simultaneously
Point.
Description of the drawings
It in order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
There is attached drawing needed in technology description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
Some embodiments of invention, for those of ordinary skill in the art, without creative efforts, can be with
Other attached drawings are obtained according to these attached drawings.
Fig. 1 is that the first flow of the application program analysis method provided in an embodiment of the present invention applied to server is illustrated
Figure；
Fig. 2 is that second of flow of the application program analysis method provided in an embodiment of the present invention applied to server is illustrated
Figure；
Fig. 3 is that the third flow of the application program analysis method provided in an embodiment of the present invention applied to server is illustrated
Figure；
Fig. 4 is that the 4th kind of flow of the application program analysis method provided in an embodiment of the present invention applied to server is illustrated
Figure；
Fig. 5 is the first structural representation of the application program analytical equipment provided in an embodiment of the present invention applied to server
Figure；
Fig. 6 is second of structural representation of the application program analytical equipment provided in an embodiment of the present invention applied to server
Figure；
Fig. 7 is the third structural representation of the application program analytical equipment provided in an embodiment of the present invention applied to server
Figure；
Fig. 8 is the schematic diagram of the statistical result of the application program A provided in an embodiment of the present invention for version x；
Fig. 9 is the schematic diagram of the statistical chart of generation provided in an embodiment of the present invention.
Figure 10 is the schematic diagram of comparing result provided in an embodiment of the present invention.
Specific embodiment
Below in conjunction with the attached drawing in the embodiment of the present invention, the technical solution in the embodiment of the present invention is carried out clear, complete
Site preparation describes, it is clear that described embodiment is only part of the embodiment of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, those of ordinary skill in the art are obtained every other without creative efforts
Embodiment belongs to the scope of protection of the invention.
In order to solve prior art problem, an embodiment of the present invention provides a kind of application program analysis method and devices.It needs
It is noted that the embodiment of the present invention is preferably applied to server, and server is communicated to connect with N number of terminal.
A kind of application program analysis method provided in an embodiment of the present invention is described in detail first below.
Fig. 1 is that the first flow of the application program analysis method provided in an embodiment of the present invention applied to server is illustrated
Figure, can include：
S101：For each terminal in N number of terminal, receive terminal upload for the of destination application
One data；
Wherein, the interfacing relationship at two neighboring interface in the destination application is included at least in first data,
The destination application of M version, M >=1 are installed in N number of terminal.
Specifically, in practical applications, the interfacing relationship at two neighboring interface can be set membership, i.e., a certain interface
For the father interface at another interface, such as：Interface A is the father interface of interface B, then interface B is the sub-interface of interface A；Can also be
Context, i.e., a certain interface are the previous interface at another interface, for example, jumping to interface B by interface A, then interface A is interface
The previous interface of B, interface B are the latter interface of interface A.
S102：According to first data, determine the corresponding user of the terminal for the destination application interface
Interface path；
S103：According to the interface path of the corresponding N number of user of the identified N number of terminal, generation is for M version
The statistical result of the destination application of each version in this；
Wherein, the corresponding use of terminal for the destination application for installing the version is included at least in the statistical result
The interface path at family.
S104：According to each statistical result in M statistical result of generation, the destination application is divided
Analysis.
Illustratively, it is assumed that server and 5 terminals communicate to connect, and are respectively terminal 1, terminal 2, terminal 3,4 and of terminal
Terminal 5.Destination application is application program A.The application program A that version is x, 2 He of terminal are installed in terminal 1 and terminal 3
The application program A that version is y in terminal 5 is installed, the application program A that version is z in terminal 4 is installed, is i.e. is pacified in 5 terminals
Application program A equipped with 3 versions.
In practical applications, for each terminal in N number of terminal, receive terminal upload is directed to intended application
First data of program can receive the usage log for destination application of terminal upload, be carried from usage log
Take the interfacing relationship at two neighboring interface；Specifically, there is between order and the interface at user's access interface record in usage log
Call relation, therefore, the interfacing relationship at two neighboring interface can be extracted from usage log.
In practical applications, for each terminal in N number of terminal, receive terminal upload is directed to intended application
First data of program, can replace an interface every time with user, terminal according to the interface before replacement and the interface after replacement,
The interfacing relationship at two interfaces is generated, and the interfacing relationship of generation is sent to server, server real-time reception is two neighboring
The interfacing relationship at interface.
Illustratively, by taking terminal 1 as an example, it is assumed that the interface for application program A that the terminal 1 that server receives uploads
Relation (variation order) between interface is：Interface a to interface b, interface b to interface c, interface c to interface f, interface f to interface b,
Interface b to interface m.
The interfacing relationship then uploaded according to terminal 1 determines that 1 corresponding user of terminal is directed to the interface at application program A interfaces
Path, the interface path determined are：a>b>c>f>b>m.
And then it can determine that terminal 2, terminal 3, terminal 4 and 5 corresponding user of terminal are directed to application program A successively
The interface path at interface.
According to above-mentioned 5 paths determined, using the interface path of terminal 1 and terminal 3, generation should for version x
With the statistical result of program A；Using the interface path of terminal 2 and terminal 5, generation is for the statistics knot of the application program A of version y
Fruit；Using the interface path of terminal 4, generation collectively generates 3 statistics knots for the statistical result of the application program A of version z
Fruit.
Assuming that the 3 corresponding user of terminal determined is for the interface path at application program A interfaces：a>c>f>a>m；Then
Using the interface path of terminal 1 and terminal 3, generation is for the statistical result of the application program A of version x：Interface a to interface b
Number for 1 time, the number of interface b to interface c is 1 time, and the number of interface c to interface f is 2 times, and interface f's to interface b is secondary
Number is 1 time, and the number of interface b to interface m is 1 time, and the number of interface a to interface c is 1 time, and the number of interface f to interface a is 1
Secondary, the number of interface a to interface m is 1 time.As shown in figure 8, Fig. 8 is the application journey provided in an embodiment of the present invention for version x
The schematic diagram of the statistical result of sequence A.
Using each statistical result of generation, the application program of the corresponding application version of the statistical result is divided
Analysis.
Specifically, in practical applications, when data volume is larger, it is corresponding that the most interface variation of outdegree can be analyzed
Interface, the minimum interface of analysis outdegree change corresponding interface and analyze main path for destination application,
In, main path is made of multiple path segments.And then it can change at the most interface of number on corresponding interface or in master
On the corresponding interface in path, some pushed informations etc. are added.
Illustratively, it is assumed that the number of interface a to interface b is 2011 times, and the number of interface b to interface c is 1854 times, boundary
The number that face a directly arrives interface c is 2000 times.Although the number of interface a to interface b is more than the number of interface a to interface c,
By interface b it is again 1854 times to the successful numbers of interface c by interface a, less than the number that interface a directly arrives interface c, therefore,
From interface a directly or indirectly into the path of interface c, by a>C is determined as a path segments in main path.
It should be noted that above-mentioned illustrate by taking application program A as an example, it is only the specific example of the present invention, not
Enough into limitation of the invention.
Using embodiment illustrated in fig. 1 of the present invention, N number of user corresponding to N number of terminal is directed to the interface path of application program
It is counted, and then is analyzed according to the interface path of statistics.The interface path can preferably react user and use using journey
The behavior of sequence improves the accuracy to application program analysis, furthermore it is possible to which quickly knowing those paths of application program is
What user often accessed, those paths infrequently access, and then improve the efficiency to application program analysis.
Fig. 2 is that second of flow of the application program analysis method provided in an embodiment of the present invention applied to server is illustrated
Figure, embodiment illustrated in fig. 2 of the present invention on the basis of embodiment, are further included in first data for the mesh shown in Fig. 1
Mark the entry time and time departure of target interface in application program；Increase S105：According to first data, the terminal is determined
Corresponding user is directed to the residence time of the target interface；
The S103 of the embodiment of the present invention is S103A：According to the corresponding N number of user of the identified N number of terminal
Interface path and the residence time of the corresponding N number of user of the identified N number of terminal, generation is in M version
Each version the destination application statistical result；Wherein, the statistical result includes installing the institute of the version
State the interface path of the corresponding user of terminal of destination application and the residence time.
Illustratively, by target interface for exemplified by a of interface, it is assumed that the time into interface a is 13 days 13 December in 2014:
45:56, the time for leaving interface a is 13 days 13 December in 2014:46:06.Thus may determine that go out stop of the user in interface a
Time is 10 seconds, and then can determine residence time of the user at all interfaces.Under normal conditions, user stops in interface
It stays the time longer, represents that user prefers the interface.
According to interface path and interface residence time, generate statistical result, at this time statistical result include interface path with
The residence time at interface.
Using embodiment illustrated in fig. 2 of the present invention, those interfaces that can quickly know application program are that user prefers
Interface, those interfaces are the interfaces that user does not like, so improve to application program analysis efficiency.
Fig. 3 is that the third flow of the application program analysis method provided in an embodiment of the present invention applied to server is illustrated
Figure, embodiment illustrated in fig. 3 of the present invention on the basis of embodiment, increase following two steps shown in Fig. 1,
S106：According to the statistical result, statistical chart or statistical form are generated；
S107：The statistical chart or statistical form are shown to user.
In practical applications, the statistical chart of generation, can be block diagram, can be line chart, can be pie chart, Ke Yiwei
Bar chart etc., the present invention are not defined the pattern of statistical chart.
Using above-mentioned statistical result as：The number of interface a to interface b is 1 time, and the number of interface b to interface c is 1 time, boundary
The number of face c to interface f is 2 times, and the number of interface f to interface b is 1 time, and the number of interface b to interface m is 1 time, and interface a is arrived
The number of interface c is 1 time, and the number of interface f to interface a is 1 time, exemplified by the number of interface a to interface m is 1 time.The system of generation
Meter figure is as shown in Figure 9.Wherein, a>C number represents interface a to the number of interface b, b>C number represents time of interface b to interface c
Number ... ..., a>M number represents the number of interface a to interface m.
The S106 and S107 of the embodiment of the present invention can also increase on the basis of embodiment illustrated in fig. 2.
Using embodiment illustrated in fig. 3 of the present invention, user can intuitively know statistical result according to the figure or table of displaying.
Fig. 4 is that the 4th kind of flow of the application program analysis method provided in an embodiment of the present invention applied to server is illustrated
Figure, embodiment illustrated in fig. 4 of the present invention on the basis of embodiment, in the case of M >=2, increase following two steps shown in Fig. 1
Suddenly,
S108：According to M statistical result of generation, generation is for the comparing result of the destination application；
S109：The comparing result is shown to user.
Illustratively, with the application program A of 4 versions, the segmented paths in entire interface path：Interface a is to interface b
Example illustrates.
Assuming that 4 versions of application program A are respectively：1.12.2,1.13.2,1.14.2 and 1.15.1.
The user's percentage counted for the interface a to interface b of 1.12.2 versions is 20.42%；
The user's percentage counted for the interface a to interface b of 1.13.2 versions is 18.91%；
The user's percentage counted for the interface a to interface b of 1.14.2 versions is 24.27%；
The user's percentage counted for the interface a to interface b of 1.15.1 versions is 32.08%.
According to 4 above-mentioned statistical results, the comparing result of generation is as shown in Figure 10, it can be seen that for application program A,
From 1.12.2 versions to 1.13.2 versions, user's percentage of interface a to interface b is reduced, the version from 1.13.2 version to 1.14.2
This, user's percentage of interface a to interface b increases, from 1.14.2 versions to 1.15.1 versions, the user hundred of interface a to interface b
Divide than increasing.
The S108 and S109 of the embodiment of the present invention can also increase on the basis of Fig. 2 or embodiment illustrated in fig. 3.
It should be noted that the above-mentioned application program A with 4 versions, the segmented paths in entire interface path：Interface a
It is illustrated exemplified by interface b, is only the specific example of the present invention, does not form limitation of the invention.
Using embodiment illustrated in fig. 4 of the present invention, comparing result can be shown to user, so that user can be according to right
It than as a result, the reason for searching data is down or up, and then modifies to application program, improves the competitiveness 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.
Fig. 5 is the first structural representation of the application program analytical equipment provided in an embodiment of the present invention applied to server
Figure, can include：Receiving module 201, determining module 202, the first generation module 203 and analysis module 204, wherein,
Receiving module 201, for each terminal being directed in N number of terminal, receive terminal upload is directed to target
First data of application program；
Wherein, the interfacing relationship at two neighboring interface in the destination application is included at least in first data,
The destination application of M version, M >=1 are installed in N number of terminal；
Specifically, in practical applications, the interfacing relationship at two neighboring interface can be set membership, i.e., a certain interface
For the father interface at another interface, such as：Interface A is the father interface of interface B, then interface B is the sub-interface of interface A；Can also be
Context, i.e., a certain interface are the previous interface at another interface, for example, jumping to interface B by interface A, then interface A is interface
The previous interface of B, interface B are the latter interface of interface A.
Determining module 202, for according to first data, determining that the corresponding user of the terminal is directed to the intended application
The interface path of program interface；
Specifically, in practical applications, it can also include for mesh in the destination application in first data
It demarcates the entry time and time departure in face；
Determining module 202 shown in the embodiment of the present invention, can be also used for：
According to first data, determine that the corresponding user of the terminal is directed to the residence time of the target interface；
First generation module 203, for the interface road according to the corresponding N number of user of the identified N number of terminal
Footpath, generation is for the statistical result of the destination application of each version in M version；
Wherein, the corresponding use of terminal for the destination application for installing the version is included at least in the statistical result
The interface path at family；
Include the interfacing relationship at two neighboring interface in the destination application and for the mesh in the first data
Mark application program in target interface entry time and time departure in the case of, shown in the embodiment of the present invention first generation mould
Block 203, specifically can be used for：
According to the interface path of the corresponding N number of user of the identified N number of terminal and the identified N
The residence time of the corresponding N number of user of a terminal, generation is for the intended application journey of each version in M version
The statistical result of sequence；
Wherein, the statistical result includes installing the corresponding user's of terminal of the destination application of the version
Interface path and the residence time.
Analysis module 204, for each statistical result in the M statistical result according to generation, to the intended application
Program is analyzed.
Using embodiment illustrated in fig. 5 of the present invention, N number of user corresponding to N number of terminal is directed to the interface path of application program
It is counted, and then is analyzed according to the interface path of statistics.The interface path can preferably react user and use using journey
The behavior of sequence improves the accuracy to application program analysis, furthermore it is possible to which quickly knowing those paths of application program is
What user often accessed, those paths infrequently access, and then improve the efficiency to application program analysis.
Fig. 6 is second of structural representation of the application program analytical equipment provided in an embodiment of the present invention applied to server
Figure, embodiment illustrated in fig. 6 of the present invention increase on the basis of embodiment illustrated in fig. 5：Second generation module 205 and the first displaying
Module 206, wherein,
Second generation module 205, for according to the statistical result, generating statistical chart or statistical form；
First display module 206, for showing the statistical chart or statistical form to user.
Using embodiment illustrated in fig. 6 of the present invention, user can intuitively know statistical result according to the figure or table of displaying.
Fig. 7 is the third structural representation of the application program analytical equipment provided in an embodiment of the present invention applied to server
Figure, embodiment illustrated in fig. 7 of the present invention in the case of M >=2, increase on the basis of embodiment illustrated in fig. 5：3rd generation mould
207 and second display module 208 of block, wherein,
3rd generation module 207, for the M statistical result according to generation, generation is for the destination application
Comparing result；
Second display module 208, for showing the comparing result to user.
Using embodiment illustrated in fig. 7 of the present invention, comparing result can be shown to user, so that user can be according to right
It than as a result, the reason for searching data is down or up, and then modifies to application program, improves the competitiveness of application program.
It should be noted that herein, relational terms such as first and second and the like are used merely to a reality
Body or operation are distinguished with another entity or operation, are deposited without necessarily requiring or implying between these entities or operation
In any this actual relation or order.Moreover, term " comprising ", "comprising" or its any other variant are intended to
Non-exclusive inclusion, so that process, method, article or equipment including a series of elements not only will including those
Element, but also including other elements that are not explicitly listed or further include as this process, method, article or equipment
Intrinsic element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that
Also there are other identical elements in process, method, article or equipment including the element.
Each embodiment in this specification is described using relevant mode, identical similar portion between each embodiment
Point just to refer each other, and the highlights of each of the examples are difference from other examples.It is real especially for device
For applying example, since it is substantially similar to embodiment of the method, so description is fairly simple, related part is referring to embodiment of the method
Part explanation.
One of ordinary skill in the art will appreciate that all or part of step in realization above method embodiment is can
Relevant hardware to be instructed to complete by program, the program can be stored in computer read/write memory medium,
The storage medium designated herein obtained, such as：ROM/RAM, magnetic disc, CD etc..
The foregoing is merely illustrative of the preferred embodiments of the present invention, is not intended to limit the scope of the present invention.It is all
Any modifications, equivalent replacements and improvements are made within the spirit and principles in the present invention, are all contained in protection scope of the present invention
It is interior.
Claims (8)
1. a kind of application program analysis method, which is characterized in that applied to server, the server and N number of terminal communication link
It connects, the described method includes：
For each terminal in N number of terminal, the first data for destination application that the terminal uploads are received,
In, including at least the interfacing relationship at two neighboring interface in the destination application and for described in first data
The entry time and time departure of target interface in destination application；The mesh of M version is installed in N number of terminal
Mark application program, M >=1；
According to first data, determine that the corresponding user of the terminal is directed to the interface path at the destination application interface；
According to first data, determine that the corresponding user of the terminal is directed to the residence time of the target interface；
According to the interface path of the corresponding N number of user of the identified N number of terminal and identified N number of end
It holds the residence time of corresponding N number of user, generation is for the destination application of each version in M version
Statistical result, wherein, the terminal that the destination application for installing the version is included at least in the statistical result is corresponding
The interface path of user and the residence time；
According to each statistical result in M statistical result of generation, the destination application is analyzed.
2. according to the method described in claim 1, it is characterized in that, the interfacing relationship, including：
Set membership and/or context.
3. according to the method described in claim 1, it is characterized in that, the method further includes：
According to the statistical result, statistical chart or statistical form are generated；
The statistical chart or statistical form are shown to user.
4. according to the method described in claims 1 to 3 any one, which is characterized in that in the case of M >=2, the method is also
Including：
According to M statistical result of generation, generation is for the comparing result of the destination application；
The comparing result is shown to user.
5. a kind of application program analytical equipment, which is characterized in that applied to server, the server and N number of terminal communication link
It connects, described device includes：Receiving module, determining module, the first generation module and analysis module, wherein,
The receiving module, for each terminal being directed in N number of terminal, receive terminal upload is directed to intended application
First data of program, wherein, including at least the boundary at two neighboring interface in the destination application in first data
Face relation and the entry time and time departure for target interface in the destination application；It is installed in N number of terminal
There are the destination application of M version, M >=1；
The determining module, for according to first data, determining that the corresponding user of the terminal is directed to the intended application journey
The interface path at sequence interface according to first data, determines that the corresponding user of the terminal is directed to the stop of the target interface
Time；
First generation module, for the interface path according to the corresponding N number of user of the identified N number of terminal,
And the residence time of the corresponding N number of user of the identified N number of terminal, generation is for each version in M version
The statistical result of this destination application, wherein, the mesh for installing the version is included at least in the statistical result
Mark the interface path of the corresponding user of terminal of application program and the residence time；
The analysis module, for each statistical result in the M statistical result according to generation, to the destination application
It is analyzed.
6. device according to claim 5, which is characterized in that the interfacing relationship, including：
Set membership and/or context.
7. device according to claim 5, which is characterized in that described device further includes：Second generation module and the first exhibition
Show module, wherein,
Second generation module, for according to the statistical result, generating statistical chart or statistical form；
First display module, for showing the statistical chart or statistical form to user.
8. according to the device described in claim 5 to 7 any one, which is characterized in that in the case of M >=2, described device is also
Including：3rd generation module and the second display module, wherein,
3rd generation module, for the M statistical result according to generation, generation is for the comparison of the destination application
As a result；
Second display module, for showing the comparing result to user.
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| CN103729446A (en) * | 2013-12-30 | 2014-04-16 | 广州金山网络科技有限公司 | Processing method and device for user operation data and server |
| CN103793316A (en) * | 2012-10-29 | 2014-05-14 | 腾讯科技（深圳）有限公司 | Software performance determining method and system |
| CN104461481A (en) * | 2013-09-16 | 2015-03-25 | 北大方正集团有限公司 | Application software adjustment method and device |
| CN104657372A (en) * | 2013-11-20 | 2015-05-27 | 腾讯科技（深圳）有限公司 | Page operation data processing method and device |
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| CN103793316A (en) * | 2012-10-29 | 2014-05-14 | 腾讯科技（深圳）有限公司 | Software performance determining method and system |
| CN104461481A (en) * | 2013-09-16 | 2015-03-25 | 北大方正集团有限公司 | Application software adjustment method and device |
| CN104657372A (en) * | 2013-11-20 | 2015-05-27 | 腾讯科技（深圳）有限公司 | Page operation data processing method and device |
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