CN109376050A - A kind of APP monitoring method, computer readable storage medium and terminal device - Google Patents
A kind of APP monitoring method, computer readable storage medium and terminal device Download PDFInfo
- Publication number
- CN109376050A CN109376050A CN201811017093.3A CN201811017093A CN109376050A CN 109376050 A CN109376050 A CN 109376050A CN 201811017093 A CN201811017093 A CN 201811017093A CN 109376050 A CN109376050 A CN 109376050A
- Authority
- CN
- China
- Prior art keywords
- user
- operation behavior
- abnormal
- app
- result
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000000034 method Methods 0.000 title claims abstract description 84
- 238000012544 monitoring process Methods 0.000 title claims abstract description 48
- 230000002159 abnormal effect Effects 0.000 claims abstract description 78
- 238000013515 script Methods 0.000 claims abstract description 40
- 230000006399 behavior Effects 0.000 claims description 125
- 238000004590 computer program Methods 0.000 claims description 12
- 238000004458 analytical method Methods 0.000 claims description 10
- 238000013507 mapping Methods 0.000 claims description 6
- 238000010586 diagram Methods 0.000 description 7
- 238000012545 processing Methods 0.000 description 7
- 230000006870 function Effects 0.000 description 6
- 238000005457 optimization Methods 0.000 description 4
- 230000005540 biological transmission Effects 0.000 description 3
- 238000006243 chemical reaction Methods 0.000 description 3
- 238000012806 monitoring device Methods 0.000 description 3
- 238000004445 quantitative analysis Methods 0.000 description 2
- 238000011160 research Methods 0.000 description 2
- 206010000117 Abnormal behaviour Diseases 0.000 description 1
- 241000208340 Araliaceae Species 0.000 description 1
- 241001269238 Data Species 0.000 description 1
- 235000005035 Panax pseudoginseng ssp. pseudoginseng Nutrition 0.000 description 1
- 235000003140 Panax quinquefolius Nutrition 0.000 description 1
- 238000009825 accumulation Methods 0.000 description 1
- 235000013399 edible fruits Nutrition 0.000 description 1
- 230000005611 electricity Effects 0.000 description 1
- 235000008434 ginseng Nutrition 0.000 description 1
- 238000009434 installation Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/3003—Monitoring arrangements specially adapted to the computing system or computing system component being monitored
- G06F11/302—Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system component is a software system
Abstract
The present invention provides a kind of APP monitoring method, computer readable storage medium and terminal devices, comprising: obtains script data, the script data is for recording operating result corresponding to operation behavior and the operation behavior of the user to APP；The operating process on graphic user interface GUI is converted by the script data, and exports the operating result on the GUI；According to the operating process and/or operating result, judge whether the operation behavior of the user is abnormal；If judging, the operation behavior of the user is abnormal, and generates abnormal alarm information, and the abnormal alarm information is shown on the gui interface.It by showing operation behavior of the user to APP on gui interface, and monitoring the abnormal conditions of user's operation behavior in real time, user is intuitively effectively obtained convenient for monitoring personnel to the service condition and operation difficulties of APP.
Description
Technical field
The invention belongs to field of computer technology more particularly to a kind of APP monitoring method, computer readable storage medium and
Terminal device.
Background technique
As mobile terminal user group is more and more, the type of mobile application APP is also enriched constantly.User is to mobile whole
The usage experience at end becomes an important factor for user selects product.Therefore, user behavior data is obtained, and data are monitored
And analysis, user's operation difficult point is obtained, continuing to optimize APP seems most important.
In the prior art, many APP performances and APP availability can be found from user perspective by burying a monitoring technology
The problem of, but at present by bury data a little obtained be mainly used for user behavior progress data statistics, contact staff according to
The data of statistics cannot intuitively understand the problem of user encounters in operation and difficult point, increase and use APP to user
Monitoring difficulty.
Summary of the invention
In view of this, the embodiment of the invention provides a kind of APP monitoring method, computer readable storage medium and terminals to set
It is standby, it is big using APP monitoring difficulty to user in the prior art to solve the problems, such as.
The first aspect of the embodiment of the present invention provides a kind of APP monitoring method, comprising:
Script data is obtained, the script data is for recording operation behavior and operation behavior institute of the user to APP
Corresponding operating result；
The operating process on graphic user interface GUI is converted by the script data, and on the GUI described in output
Operating result；
According to the operating process and/or operating result, judge whether the operation behavior of the user is abnormal；
If judging, the operation behavior of the user is abnormal, and generates abnormal alarm information, and the abnormal alarm is believed
Breath is shown on the gui interface.
The second aspect of the embodiment of the present invention provides a kind of computer readable storage medium, the computer-readable storage
Media storage has computer-readable instruction, and the computer-readable instruction realizes following steps when being executed by processor:
Script data is obtained, the script data is for recording operation behavior and operation behavior institute of the user to APP
Corresponding operating result；
The operating process on graphic user interface GUI is converted by the script data, and on the GUI described in output
Operating result；
According to the operating process and/or operating result, judge whether the operation behavior of the user is abnormal；
If judging, the operation behavior of the user is abnormal, and generates abnormal alarm information, and the abnormal alarm is believed
Breath is shown on the gui interface.
The third aspect of the embodiment of the present invention provides a kind of terminal device, including memory, processor and is stored in
In the memory and the computer-readable instruction that can run on the processor, the processor executes the computer can
Following steps are realized when reading instruction:
Script data is obtained, the script data is for recording operation behavior and operation behavior institute of the user to APP
Corresponding operating result；
The operating process on graphic user interface GUI is converted by the script data, and on the GUI described in output
Operating result；
According to the operating process and/or operating result, judge whether the operation behavior of the user is abnormal；
If judging, the operation behavior of the user is abnormal, and generates abnormal alarm information, and the abnormal alarm is believed
Breath is shown on the gui interface.
The present invention provides a kind of APP monitoring method, computer readable storage medium and terminal device, by by user couple
The operation behavior of APP is shown on gui interface, and monitors the abnormal conditions of user's operation behavior in real time, straight convenient for monitoring personnel
Effective acquisition user is seen to the service condition and operation difficulties of APP.
Detailed description of the invention
It to describe the technical solutions in the embodiments of the present invention more clearly, below will be to embodiment or description of the prior art
Needed in attached drawing be briefly described, it should be apparent that, the accompanying drawings in the following description is only of the invention some
Embodiment for those of ordinary skill in the art without any creative labor, can also be according to these
Attached drawing obtains other attached drawings.
Fig. 1 is the flow diagram for the APP monitoring method that the embodiment of the present invention one provides；
Fig. 2 is the flow diagram of APP monitoring method provided by Embodiment 2 of the present invention；
Fig. 3 is the flow diagram for the APP monitoring method that the embodiment of the present invention three provides；
Fig. 4 is the structural block diagram for the APP monitoring device that the embodiment of the present invention four provides；
Fig. 5 is the schematic diagram that the APP that the embodiment of the present invention five provides monitors terminal device.
Specific embodiment
In being described below, for illustration and not for limitation, the tool of such as particular system structure, technology etc is proposed
Body details, to understand thoroughly the embodiment of the present invention.However, it will be clear to one skilled in the art that there is no these specific
The present invention also may be implemented in the other embodiments of details.In other situations, it omits to well-known system, device, electricity
The detailed description of road and method, in case unnecessary details interferes description of the invention.
In order to illustrate technical solutions according to the invention, the following is a description of specific embodiments.
Embodiment one
The embodiment of the present invention one provides a kind of APP (Application) monitoring method.In conjunction with Fig. 1, this method comprises:
S101, obtains script data, and the script data goes to the operation behavior of APP and the operation for recording user
For corresponding operating result.
Specifically, the script data is to carry out recording acquired number to user's operation behavior by a certain scripting language
According to scripting language is a kind of programming language, is a kind of explanatory language, for controlling software application.Of the invention real
It applies in example, scripting language can be Python, Shell or Java etc., specifically, it is not limited in the embodiment of the present invention.
The script data is converted the operating process on graphic user interface GUI by S102, and defeated on the GUI
The operating result out.
In embodiments of the present invention, after the terminal device of server and the operation APP establishes connection, to the APP
It is monitored, when user operates the APP, server records user by scripting language and is based on mouse and keyboard etc.
Operation behavior, such as click, sliding, input etc., obtain operating result, generate the script data based on the operation behavior.Clothes
Device be engaged in by calling API (Application Programming Interface) function operation script data, obtains on GUI
Operating process, and export operating result, wherein the object of api function service is application program, it can be achieved that opening form, retouching
The function of drawing shape.
For example, the operation behavior is register, and in GUI, (Graphical User Interface, figure are used
Family interface) on shown operating process be whole process that user carries out register, such as input account number cipher, click, is sliding
It moves, so that monitoring personnel, such as APP tester, optimization personnel or contact staff, it being capable of intuitive real-time monitoring user couple
The operating process of APP.
It is different to judge whether the operation behavior of the user occurs according to the operating process and/or operating result by S103
Often.
Optionally, judge the method whether user's operation behavior is abnormal for two kinds of offer of the embodiment of the present invention, the first
Method are as follows:
Standard operation corresponding to the operation behavior pre-seted is obtained as a result, by the operating result and the standard operation
As a result it compares and analyzes, if the operating result and the standard operation result are inconsistent, judges the operation of the user
Behavior is abnormal.
For example, the operation behavior of user is APP registration behavior, and user completes registration behavior according to APP registration instruction,
The standard operation result pre-seted, which should be, to succeed in registration, if reality output result is registration failure, judges operation behavior
There are mistakes etc. for the reason of exception, abnormal reason is likely to be user equipment used by a user or APP exploitation.
Again for example, the operation behavior of user is buying behavior, and user is complete by selection commodity, quantity, coupons etc.
At buying behavior, the criterion behavior pre-seted is the correct amount of money of payment and buys successfully, if reality output result is payment error
It the amount of money and buys successfully, then judges that operation behavior is abnormal.
Alternatively, optional, second of method for judging whether user's operation behavior is abnormal are as follows:
Whether calculating operation process terminates to the time that operating result generates to be more than preset time threshold, if operating process knot
The time that beam to operating result generates is more than preset time threshold, then judges that the operation behavior of the user is abnormal.
Such as operation behavior is to click viewing video, operating result is after clicking completion, and 45s rear video loads successfully,
Preset time threshold is set as 30s, that is, thinks that 30s video can not load successful user and be likely to exit operation, very big shadow
The operating experience for ringing user, at this point, judging that operation behavior is abnormal.
S104, if judging, the operation behavior of the user is abnormal, and generates abnormal alarm information, by the abnormal report
Alert information is shown on the gui interface.
Abnormal alarm is shown on gui interface, APP monitoring personnel can be made, as contact staff, tester,
APP developer etc. intuitively has found user's operation difficult point or APP mistake, provides foundation for APP optimization.
The embodiment of the invention provides a kind of APP monitoring methods, by showing operation behavior of the user to APP in GUI
It on interface, and monitors and shows the abnormal conditions of user's operation behavior, user is intuitively effectively obtained convenient for monitoring personnel to APP
Service condition and operation difficulties.
Further, in conjunction with Fig. 2, the embodiment of the present invention two additionally provides a kind of APP monitoring method, this method further include:
S201 obtains user at the beginning of an APP use and the end time.
Optionally, when establishing APP access successful connection between user equipment and server used by a user, as user
At the beginning of an APP use.Server passes through the operation row of predetermined scripts language record user in the time started
For.
When accessing server, after accessing successful connection foundation, user equipment passes through every preset time user equipment
The mode for sending primary heartbeat message safeguards that the access between server connects, and optionally, setting heartbeat time interval is
30 seconds, i.e. user equipment sent a heartbeat packet to server every 30 seconds, if more than 30s time interval, server is not received
The heartbeat packet sent to user equipment, server disconnect the connection established with user equipment, alternatively, user equipment is sent out to server
It send using end message, server disconnects the connection established with user equipment, and an APP use being used at this time terminates.
At the end of server confirms APP use, stop description of the scripting language to user's operation behavior.
It is all in an APP use process to obtain the user according to the starting and end time by S202
The script data of operation behavior and operating result.
Specifically, the script data is to pass through description of the scripting language to user's operation behavior.
S203 successively converts the script data of all operation behaviors and operating result on GUI sequentially in time
Operating process and operating result generate once-through operation track.
Optionally, according to different application scenarios, server is real-time or non real-time converts the script data to
Operating process on GUI.
For example, APP monitoring personnel is contact staff, contact staff needs to grasp user's difficult point in real time at this time, mentions for user
For service, server in real time converts script data to operating process and operating result on GUI in this case.
Alternatively, being to look for user for research staff using the main purpose that APP is monitored to user and using APP
Difficult point, accumulation a large number of users use data, as optimization APP foundation, at this point, to APP monitor without requirement of real time, can be stand-by
After an APP use is completed at family, the operation on GUI is converted by all script datas in APP use process of user
Journey and operating result, specifically, it is not limited in the embodiment of the present invention.
S204 creates the settling time of the operation trace, the unique identification of the user and the operation trace only
One mapping relations.
Optionally, server stores the operation trace of user in the database.
S205 goes if the operation behavior of the user is abnormal according to the unique identification of the user and the operation
For time of origin, obtain all operation traces of the user created before operation behavior generation.
According to APP monitoring method provided by embodiment one, if judging, the once-through operation behavior of user is abnormal, according to
Operation behavior occur time and user unique identification, according to the settling time for the operation trace established in step S204,
Unique mapping relations of the unique identification of the user and the operation trace are transferred the user in the database and are grasped in the exception
All operation traces before making behavior generation.
S206 judges the number that the user's operation behavior is abnormal according to all operation traces.
S207 sends to the user and accuses if the number that the operation behavior of the user is abnormal is more than preset times
Alert information.
Optionally, the warning information is used to indicate user's update APP.Such as the app that user uses is one
A application software for being used to buy commodity.Illustratively, the operation trace of user can be with are as follows: opens APP- login-search commercial articles-
The selection type of merchandise and commodity amount-addition shopping cart-determine shipping address-selection discount coupon-payment.The user is recorded pre-
If all operation traces in the period.When the operation behavior of user is selection discount coupon, the standard operation result of operation behavior
To generate the correct amount of money, if judging, user's operation behavior is abnormal, in conjunction with the historical operation track of user, user's operation behavior
The number being abnormal is more than number, such as 3 times, then can be excluded the reason of the operation behavior of user is abnormal as accidentalia,
If user network quality problems bring exception, alarm information is sent to user at this time, instruction user, which checks, updates the APP.
Further, APP research staff can call the operation trace of more people in the database, to the operating habit of user into
Row analysis, generates a typical operation track, the foundation as APP optimization.
It is by the description of scripting language that user is once complete the embodiment of the invention provides a kind of APP monitoring method
APP operating process is converted into the once-through operation track on GUI, and stores in the database and establish when establishing of operation trace
Between, user's unique identification and this time operation trace unique mapping relations.When user reuses APP and behavior is abnormal
When, the operation trace established in the past by database analyzes the number that the operation behavior of user is abnormal, if being more than default time
Then to user alarm information occurs for number, so that user be made to check that APP updates in time, improves the user experience.
Further, in conjunction with Fig. 3, the embodiment of the present invention three additionally provides a kind of APP monitoring method, this method comprises:
S301, obtains parameter information corresponding to application affairs, and the parameter information is accounted for including at least central processor CPU
With rate, EMS memory occupation amount, network type information, user device type information and flow consumption information.
Specifically, operating result corresponding to the operation behavior of user and the operation behavior constitutes an application affairs.
During the entire process of an application affairs occur, server obtains the parameter letter in application affairs generating process
Breath, including but not limited to this time application affairs account for user equipment central processor CPU (Central Processing Unit)
It is sent out with rate, EMS memory occupation amount, the network type information of the used network of user equipment, user device type information and application affairs
Flow consumption information brought by raw.
S302, according to parameter information corresponding to the application affairs, divides if the operation behavior of the user is abnormal
The reason of operation behavior is abnormal is analysed, analysis report is generated, is shown on the gui interface, and the analysis is reported
Announcement is sent to the user.
Optionally, to can quantitative analysis parameter, such as CPU usage, memory usage, flow consumption, for these ginseng
The parameter, if the parameter is more than preset threshold, is more than threshold value as operation in application affairs generating process by number setting threshold value
The main reason for abnormal behavior occurs.
For can not quantitative analysis parameter, such as network type, user device type will if quantitative parameter is without exception
Non-quantitative parameter is as abnormal the main reason for occurring.
For example, APP used by a user is video playing APP, and the operation behavior of user is click play one view
Frequently, user network quality is good, but user is more than that preset time threshold just successfully loads the video, and operation behavior is abnormal.
Application affairs are video playing event at this time, are analyzed in conjunction with CPU usage of the video playing event each moment to user equipment,
Judge that CPU usage is excessively high, i.e., the reason of operation behavior is abnormal is that the user equipment CPU processing capacity of user can not match
Processing capacity required for the APP video playing.Analysis report is generated, user is sent to.
Further, in embodiments of the present invention, at least one star application affairs can also be pre-seted；The star is answered
Refer to the application affairs for needing to pay close attention to and monitor for the APP with event.When the star application thing occurs for the user
When operation behavior corresponding to part, generates star event and prompting message occurs, and star event generation prompting message is shown
Show on the gui interface.
For example, for different types of APP, the application affairs for influencing client's usage experience are different, for example, for view
Frequency playout software, video playing event, video download event can higher influence user experience, at this time can be the two events
Default to be set to star application affairs, when the operation behavior of star application affairs occurs for user, display reminding disappears on gui interface
It ceases, so that monitoring personnel, especially contact staff pay close attention to the application affairs, understands in time and follow-up user uses hardly possible
Point.
The embodiment of the invention provides a kind of APP monitoring methods, in the method, by corresponding in application affairs
The reason of parameters of user equipment are monitored, and user's operation behavior is abnormal in application affairs generates analysis report,
It is pushed to user, to improve the user experience.
Example IV
Fig. 4 is a kind of APP monitoring device schematic diagram provided in an embodiment of the present invention, and in conjunction with Fig. 2, which includes: to obtain
Unit 41, conversion unit 42, judging unit 43 and generation unit 44；
Acquiring unit 41, for obtaining script data, the script data be used to record user to the operation behavior of APP and
Operating result corresponding to the operation behavior；
Conversion unit 42, the operating process for converting the script data on graphic user interface GUI, and in institute
It states and exports the operating result on GUI；
Judging unit 43, for judging that the operation behavior of the user is according to the operating process and/or operating result
It is no to be abnormal；
Generation unit 44 generates exception if judging that the operation behavior of the user is abnormal for judging unit 43
Warning message shows the abnormal alarm information on the gui interface.
Optionally, the acquiring unit 41 is also used to obtain standard operation knot corresponding to the operation behavior pre-seted
Fruit；
The judging unit 43 is specifically used for: the operating result and the standard operation result are compared and analyzed；
If the operating result and the standard operation result are inconsistent, judge that the operation behavior of the user is abnormal.
Optionally, the judging unit 43 is specifically used for: calculating the operating process terminates to the operating result to generate
Time whether be more than preset time threshold；
If the operating process terminate to the operating result generate time be more than preset time threshold, judgement described in
The operation behavior of user is abnormal.
Optionally, which further includes creating unit 45 and transmission unit 46；
The acquiring unit 41 is also used to obtain the user at the beginning of APP use and the end time；
According to the starting and end time, all operations of the user in an APP use process are obtained
The script data of behavior and operating result；
The conversion unit 42 is also used to: by the script data of all operation behaviors and operating result sequentially in time according to
The secondary operating process being converted on GUI and operating result generate once-through operation track；
The creating unit 45, for creating unique identification and the institute of settling time of the operation trace, the user
State unique mapping relations of operation trace；
If the judging unit 43 judges that the operation behavior of user is abnormal, the acquiring unit 41 is according to the user
Unique identification and the operation behavior time of origin, obtain the user that is created before operation behavior generation
All operation traces；
The judging unit 43 is also used to: according to all operation traces, judging the operation behavior of the user
The number being abnormal；
If the judging unit 43 judges that the number that the operation behavior of user is abnormal is more than preset times, the transmission
Unit 46 sends a warning message to the user.
Further, the operation behavior and the operating result constitute application affairs, and the acquiring unit 41 is also used to
Parameter information corresponding to the application affairs is obtained, the parameter information includes at least central processor CPU occupancy, memory
Occupancy, network type information, user device type information used by a user and flow consumption information；
If the operation behavior of 43 user of judging unit is abnormal, generation unit 44 is according to the application affairs institute
Corresponding parameter information analyzes the reason of operation behavior is abnormal, and generates analysis report, is shown in the gui interface
On, and the analysis report is sent to by the user by transmission unit 46.
Specifically, the detailed implementation process of each unit can refer to the side into embodiment three of embodiment one in the embodiment of the present invention
Each step of method, the embodiment of the present invention repeat no more this.
The embodiment of the invention provides a kind of APP monitoring devices, by showing operation behavior of the user to APP in GUI
It on interface, and monitors the abnormal conditions of user's operation behavior in real time, user is intuitively effectively obtained convenient for monitoring personnel to APP's
Service condition and operation difficulties.
Embodiment five
Fig. 5 is the schematic diagram that the APP that the embodiment of the present invention four provides monitors terminal device.As shown in figure 5, the embodiment
APP monitoring terminal device 5 includes: processor 50, memory 51 and is stored in the memory 51 and can be in the processing
The computer program 52 run on device 50, such as APP monitoring program.The processor 50 executes real when the computer program 52
Step in existing above-mentioned each APP monitoring method embodiment, such as step 101 shown in FIG. 1 is to 104.Alternatively, the processor
The function of each module/unit in above-mentioned each Installation practice, such as mould shown in Fig. 4 are realized when the 50 execution computer program 52
The function of block 41 to 46.
Illustratively, the computer program 52 can be divided into one or more module/units, it is one or
Multiple module/units are stored in the memory 51, and are executed by the processor 50, to complete the present invention.Described one
A or multiple module/units can be the series of computation machine program instruction section that can complete specific function, which is used for
Implementation procedure of the computer program 52 in APP monitoring terminal device 5 is described.
The APP monitoring terminal device 5 can be desktop PC, notebook, palm PC and cloud server etc.
Calculate equipment.The APP monitoring terminal device may include, but be not limited only to, processor 50, memory 51.Those skilled in the art
Member is appreciated that Fig. 5 is only the example of APP monitoring terminal device 5, does not constitute the restriction to APP monitoring terminal device 5,
It may include perhaps combining certain components or different components, such as APP prison than illustrating more or fewer components
Surveying terminal device can also include input-output equipment, network access equipment, bus etc..
The processor 50 can be central processing unit (Central Processing Unit, CPU), can also be
Other general processors, digital signal processor (Digital Signal Processor, DSP), specific integrated circuit
(Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field-
Programmable Gate Array, FPGA) either other programmable logic device, discrete gate or transistor logic,
Discrete hardware components etc..General processor can be microprocessor or the processor is also possible to any conventional processor
Deng.
The memory 51 can be the internal storage unit of the APP monitoring terminal device 5, such as APP monitors terminal
The hard disk or memory of equipment 5.The memory 51 is also possible to the External memory equipment of the APP monitoring terminal device 5, such as
The plug-in type hard disk being equipped on the APP monitoring terminal device 5, intelligent memory card (Smart Media Card, SMC), safety
Digital (Secure Digital, SD) card, flash card (Flash Card) etc..Further, the memory 51 can also be both
Internal storage unit including APP monitoring terminal device 5 also includes External memory equipment.The memory 51 is for storing
Other programs and data needed for the computer program and APP monitoring terminal device.The memory 51 can be with
For temporarily storing the data that has exported or will export.
The embodiment of the present invention also provides a kind of computer readable storage medium, and the computer-readable recording medium storage has
Computer program, the computer program realize the step of APP monitoring method described in any of the above-described embodiment when being executed by processor
Suddenly.
It, can also be in addition, the functional units in various embodiments of the present invention may be integrated into one processing unit
It is that each unit physically exists alone, can also be integrated in one unit with two or more units.Above-mentioned integrated list
Member both can take the form of hardware realization, can also realize in the form of software functional units.
If the integrated unit is realized in the form of SFU software functional unit and sells or use as independent product
When, it can store in a computer readable storage medium.Based on this understanding, technical solution of the present invention is substantially
The all or part of the part that contributes to existing technology or the technical solution can be in the form of software products in other words
It embodies, which is stored in a storage medium, including some instructions are used so that a computer
Equipment (can be personal computer, server or the network equipment etc.) executes the complete of each embodiment the method for the present invention
Portion or part steps.And storage medium above-mentioned includes: USB flash disk, mobile hard disk, read-only memory (ROM, Read-Only
Memory), random access memory (RAM, Random Access Memory), magnetic or disk etc. are various can store journey
The medium of sequence code.
Embodiment described above is merely illustrative of the technical solution of the present invention, rather than its limitations；Although referring to aforementioned reality
Applying example, invention is explained in detail, those skilled in the art should understand that: it still can be to aforementioned each
Technical solution documented by embodiment is modified or equivalent replacement of some of the technical features；And these are modified
Or replacement, the essence of corresponding technical solution is departed from the spirit and scope of the technical scheme of various embodiments of the present invention, it should all
It is included within protection scope of the present invention.
Claims (10)
1. a kind of APP monitoring method, which is characterized in that this method comprises:
Script data is obtained, the script data is for recording corresponding to operation behavior and the operation behavior of the user to APP
Operating result；
The operating process on graphic user interface GUI is converted by the script data, and exports the operation on the GUI
As a result；
According to the operating process and/or operating result, judge whether the operation behavior of the user is abnormal；
If judging, the operation behavior of the user is abnormal, and generates abnormal alarm information, and the abnormal alarm information is shown
Show on the gui interface.
2. APP monitoring method according to claim 1, which is characterized in that judge whether the operation behavior of the user is sent out
Life is abnormal to include:
Obtain standard operation result corresponding to the operation behavior pre-seted；
The operating result and the standard operation result are compared and analyzed；
If the operating result and the standard operation result are inconsistent, judge that the operation behavior of the user is abnormal.
3. APP monitoring method according to claim 1, which is characterized in that judge whether the operation behavior of the user is sent out
Life is abnormal to include:
Whether calculate the operating process terminates to the time that the operating result generates to be more than preset time threshold；
If the time that the operating process terminates to generate to the operating result is more than preset time threshold, the user is judged
Operation behavior be abnormal.
4. APP monitoring method according to claim 1-3, which is characterized in that this method further include:
The user is obtained at the beginning of an APP use and the end time；
According to the starting and end time, all operation behaviors of the user in an APP use process are obtained
With the script data of operating result；
Successively convert the script data of all operation behaviors and operating result to sequentially in time operating process on GUI and
Operating result generates once-through operation track；
The unique mapping for creating the settling time of the operation trace, the unique identification of the user and the operation trace is closed
System；
If the operation behavior of the user is abnormal, when according to the generation of the unique identification of the user and the operation behavior
Between, obtain all operation traces of the user created before operation behavior generation；
According to all operation traces, the number that the operation behavior of the user is abnormal is judged；
If the number that the operation behavior of the user is abnormal is more than preset times, send a warning message to the user.
5. APP monitoring method according to claim 1-3, which is characterized in that the operation behavior and the behaviour
Make result and constitute application affairs, this method further include:
Obtain parameter information corresponding to the application affairs, the parameter information include at least central processor CPU occupancy,
EMS memory occupation amount, network type information, user device type information used by a user and flow consumption information；
If the operation behavior of the user is abnormal, according to parameter information corresponding to the application affairs, the behaviour is analyzed
The reason of being abnormal as behavior generates analysis report, is shown on the gui interface, and the analysis report is sent to
The user.
6. a kind of computer readable storage medium, the computer-readable recording medium storage has computer program, and feature exists
In when the computer program is executed by processor the step of any one of such as claim 1 to 5 of realization the method.
7. a kind of terminal device, which is characterized in that the terminal device includes memory, processor, is stored on the memory
There is the computer program that can be run on the processor, the processor realizes following step when executing the computer program
It is rapid:
Script data is obtained, the script data is for recording corresponding to operation behavior and the operation behavior of the user to APP
Operating result；
The operating process on graphic user interface GUI is converted by the script data, and exports the operation on the GUI
As a result；
According to the operating process and/or operating result, judge whether the operation behavior of the user is abnormal；
If judging, the operation behavior of the user is abnormal, and generates abnormal alarm information, and the abnormal alarm information is shown
Show on the gui interface.
8. terminal device according to claim 7, which is characterized in that it is different to judge whether the operation behavior of the user occurs
Often include:
Obtain standard operation result corresponding to the operation behavior pre-seted；
The operating result and the standard operation result are compared and analyzed；
If the operating result and the standard operation result are inconsistent, judge that the operation behavior of the user is abnormal.
9. terminal device according to claim 7, which is characterized in that it is different to judge whether the operation behavior of the user occurs
Often include:
Whether calculate the operating process terminates to the time that the operating result generates to be more than preset time threshold；
If the time that the operating process terminates to generate to the operating result is more than preset time threshold, the user is judged
Operation behavior be abnormal.
10. according to the described in any item terminal devices of claim 7-9, which is characterized in that the terminal device is also used to:
The user is obtained at the beginning of an APP use and the end time；
According to the starting and end time, all operation behaviors of the user in an APP use process are obtained
With the script data of operating result；
Successively convert the script data of all operation behaviors and operating result to sequentially in time operating process on GUI and
Operating result generates once-through operation track；
The unique mapping for creating the settling time of the operation trace, the unique identification of the user and the operation trace is closed
System；
If the operation behavior of the user is abnormal, when according to the generation of the unique identification of the user and the operation behavior
Between, obtain all operation traces of the user created before operation behavior generation；
According to all operation traces, the number that the operation behavior of the user is abnormal is judged；
If the number that the operation behavior of the user is abnormal is more than preset times, send a warning message to the user.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811017093.3A CN109376050A (en) | 2018-09-03 | 2018-09-03 | A kind of APP monitoring method, computer readable storage medium and terminal device |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201811017093.3A CN109376050A (en) | 2018-09-03 | 2018-09-03 | A kind of APP monitoring method, computer readable storage medium and terminal device |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN109376050A true CN109376050A (en) | 2019-02-22 |
Family
ID=65405083
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201811017093.3A Pending CN109376050A (en) | 2018-09-03 | 2018-09-03 | A kind of APP monitoring method, computer readable storage medium and terminal device |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN109376050A (en) |
Cited By (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109982144A (en) * | 2019-03-12 | 2019-07-05 | 四川长虹电器股份有限公司 | Monitor and judge the automated testing method that application process CPU occupies superelevation and alarms |
| CN110097037A (en) * | 2019-05-22 | 2019-08-06 | 天津联图科技有限公司 | Intelligent monitoring method, device, storage medium and electronic equipment |
| CN110362446A (en) * | 2019-06-19 | 2019-10-22 | 平安普惠企业管理有限公司 | Mobile application abnormal operation monitoring method, device, storage medium and electronic equipment |
| CN111047332A (en) * | 2019-11-13 | 2020-04-21 | 支付宝(杭州)信息技术有限公司 | Model training and risk identification method, device and equipment |
| CN111068332A (en) * | 2019-12-03 | 2020-04-28 | 腾讯科技（深圳）有限公司 | Game game-play management method and device, electronic equipment and storage medium |
| CN111198797A (en) * | 2019-12-27 | 2020-05-26 | 华为技术有限公司 | Operation monitoring method and device and operation analysis method and device |
| CN111291267A (en) * | 2020-02-17 | 2020-06-16 | 中国农业银行股份有限公司 | APP user behavior analysis method and device |
| CN112463567A (en) * | 2020-12-10 | 2021-03-09 | 杭州拼便宜网络科技有限公司 | Abnormity analysis method, device, equipment and computer readable storage medium |
| CN112835781A (en) * | 2019-11-25 | 2021-05-25 | 上海哔哩哔哩科技有限公司 | Method and device for detecting abnormity of operation function |
| CN113709296A (en) * | 2021-08-26 | 2021-11-26 | 四川效率源信息安全技术股份有限公司 | Analysis and visualization method for abnormal use behaviors of Android mobile phone user |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20140237293A1 (en) * | 2013-02-19 | 2014-08-21 | Microsoft Corporation | Application monitoring through continuous record and replay |
| CN107798558A (en) * | 2017-09-30 | 2018-03-13 | 中国平安人寿保险股份有限公司 | User behavior data analysis method and server |
| CN108268364A (en) * | 2018-01-19 | 2018-07-10 | 百度在线网络技术（北京）有限公司 | Anomalous event back method, device and equipment |
| CN108334436A (en) * | 2018-01-31 | 2018-07-27 | 平安普惠企业管理有限公司 | Optimization method, device, equipment and the computer readable storage medium of application software |
| CN108415804A (en) * | 2018-01-23 | 2018-08-17 | 平安普惠企业管理有限公司 | Obtain method, terminal device and the computer readable storage medium of information |
-
2018
- 2018-09-03 CN CN201811017093.3A patent/CN109376050A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20140237293A1 (en) * | 2013-02-19 | 2014-08-21 | Microsoft Corporation | Application monitoring through continuous record and replay |
| CN107798558A (en) * | 2017-09-30 | 2018-03-13 | 中国平安人寿保险股份有限公司 | User behavior data analysis method and server |
| CN108268364A (en) * | 2018-01-19 | 2018-07-10 | 百度在线网络技术（北京）有限公司 | Anomalous event back method, device and equipment |
| CN108415804A (en) * | 2018-01-23 | 2018-08-17 | 平安普惠企业管理有限公司 | Obtain method, terminal device and the computer readable storage medium of information |
| CN108334436A (en) * | 2018-01-31 | 2018-07-27 | 平安普惠企业管理有限公司 | Optimization method, device, equipment and the computer readable storage medium of application software |
Cited By (15)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109982144A (en) * | 2019-03-12 | 2019-07-05 | 四川长虹电器股份有限公司 | Monitor and judge the automated testing method that application process CPU occupies superelevation and alarms |
| CN110097037A (en) * | 2019-05-22 | 2019-08-06 | 天津联图科技有限公司 | Intelligent monitoring method, device, storage medium and electronic equipment |
| CN110362446A (en) * | 2019-06-19 | 2019-10-22 | 平安普惠企业管理有限公司 | Mobile application abnormal operation monitoring method, device, storage medium and electronic equipment |
| CN110362446B (en) * | 2019-06-19 | 2022-12-23 | 平安普惠企业管理有限公司 | Mobile application abnormal operation monitoring method and device, storage medium and electronic equipment |
| CN111047332A (en) * | 2019-11-13 | 2020-04-21 | 支付宝(杭州)信息技术有限公司 | Model training and risk identification method, device and equipment |
| CN112835781A (en) * | 2019-11-25 | 2021-05-25 | 上海哔哩哔哩科技有限公司 | Method and device for detecting abnormity of operation function |
| CN111068332A (en) * | 2019-12-03 | 2020-04-28 | 腾讯科技（深圳）有限公司 | Game game-play management method and device, electronic equipment and storage medium |
| CN111068332B (en) * | 2019-12-03 | 2022-03-04 | 腾讯科技（深圳）有限公司 | Game game-play management method and device, electronic equipment and storage medium |
| CN111198797B (en) * | 2019-12-27 | 2021-12-31 | 华为技术有限公司 | Operation monitoring method and device and operation analysis method and device |
| CN111198797A (en) * | 2019-12-27 | 2020-05-26 | 华为技术有限公司 | Operation monitoring method and device and operation analysis method and device |
| CN111291267A (en) * | 2020-02-17 | 2020-06-16 | 中国农业银行股份有限公司 | APP user behavior analysis method and device |
| CN111291267B (en) * | 2020-02-17 | 2024-04-12 | 中国农业银行股份有限公司 | APP user behavior analysis method and device |
| CN112463567A (en) * | 2020-12-10 | 2021-03-09 | 杭州拼便宜网络科技有限公司 | Abnormity analysis method, device, equipment and computer readable storage medium |
| CN113709296A (en) * | 2021-08-26 | 2021-11-26 | 四川效率源信息安全技术股份有限公司 | Analysis and visualization method for abnormal use behaviors of Android mobile phone user |
| CN113709296B (en) * | 2021-08-26 | 2023-03-07 | 四川效率源信息安全技术股份有限公司 | Analysis and visualization method for abnormal use behaviors of Android mobile phone user |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN109376050A (en) | A kind of APP monitoring method, computer readable storage medium and terminal device | |
| US10459827B1 (en) | Machine-learning based anomaly detection for heterogenous data sources | |
| US9396234B2 (en) | Event monitoring for complex event processing | |
| CN107729214A (en) | A kind of visual distributed system monitors O＆M method and device in real time | |
| CN107784404B (en) | Method and device for alarming in service processing process | |
| CN108111554A (en) | A kind of control method and device of access queue | |
| CN113537268A (en) | Fault detection method and device, computer equipment and storage medium | |
| CN109544267A (en) | Resource acquiring method, device, computer equipment and storage medium | |
| CN104581806B (en) | A kind of method and terminal for monitoring operation system | |
| CN111784472A (en) | Wind control method, device and system based on consumption data and readable storage medium | |
| CN109547261A (en) | Service line switching method, device, electronic equipment and storage medium | |
| CN110134488A (en) | A kind of container application monitoring method and system | |
| CN112559301A (en) | Service processing method, storage medium, processor and electronic device | |
| CN109345131A (en) | A kind of enterprise management condition monitoring method and system | |
| CN107168844B (en) | Performance monitoring method and device | |
| CN113570468A (en) | Enterprise payment wind control service platform | |
| CN108306776A (en) | Information cuing method, device, system and computer readable storage medium | |
| CN108964987A (en) | Data monitoring method, device, computer equipment and storage medium | |
| CN112968796A (en) | Network security situation awareness method and device and computer equipment | |
| CN105279014A (en) | Event processing systems and methods | |
| CN114201166A (en) | Message information generation method and device, electronic equipment and storage medium | |
| CN109741101A (en) | Supervisory methods, system and the storage medium of electronic coupons granting | |
| CN112860504A (en) | Monitoring method and device, computer storage medium and electronic equipment | |
| CN113779098B (en) | Data processing method, device, electronic equipment and storage medium | |
| CN110048940A (en) | Sending method, device, server and the readable storage medium storing program for executing of instant communication message |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20190222 |
|
| RJ01 | Rejection of invention patent application after publication |