CN106598826A - Method and device for analyzing use behaviors of user - Google Patents
Method and device for analyzing use behaviors of user Download PDFInfo
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- CN106598826A CN106598826A CN201611172083.8A CN201611172083A CN106598826A CN 106598826 A CN106598826 A CN 106598826A CN 201611172083 A CN201611172083 A CN 201611172083A CN 106598826 A CN106598826 A CN 106598826A
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- terminal
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- usage behavior
- screen
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
- G06F11/3438—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment monitoring of user actions
Abstract
The invention discloses a method for analyzing use behaviors of a user, and the method is used in electronic equipment. The method comprises the steps: receiving the historical activity information of a plurality of terminals in a use process and the user personal information of the terminals; carrying out the analysis of the historical activity information of the plurality of terminals in the use process according to the user personal information of the terminals, and obtaining the use behavior information of different user groups. The method can obtain the data according to the classification of personal information, increases the dimension of collected data, improves the usability of collected data and improves the precision of data analysis.
Description
Technical field
The present invention relates to field of computer technology, and in particular to a kind of user's usage behavior analysis method and device.
Background technology
With the development of electronic technology, the terminal unit such as mobile phone, panel computer is widely used.User's using terminal sets
Standby to have certain behavioural habits, such as different time opens different application.To catch big order of magnitude user using terminal equipment
Behavioural information, industry typically realized by individually burying a little, but when bury a little there is certain dimension when, bury development amount a little
It is huge, and it is difficult to ensure that the accuracy and integrity of institute's gathered data.And, existing data acquisition is all to unify collection, is adopted
The data of collection are numerous and diverse to be not convenient to use, and redundant data is more, causes the waste of memory space.
The content of the invention
In view of the foregoing, it is necessary to propose a kind of user's usage behavior analysis method and device, can be according to personal letter
Breath classification obtains data, increases the dimension of gathered data, so as to strengthening the availability of gathered data and improving data analysiss
Precision.
A first aspect of the present invention provides a kind of user's usage behavior analysis method, in being applied to electronic equipment, the side
Method includes：
Receive the userspersonal information of historical activity information during multiple terminal uses and the plurality of terminal；
According to the userspersonal information of the plurality of terminal, to the historical activity information during the plurality of terminal use
It is analyzed, obtains the usage behavior information of different user colony.
In alternatively possible implementation, the historical activity information received during multiple terminal uses includes：
The power consumption daily record of the plurality of terminal is received, wherein, the power consumption daily record is used to record the plurality of terminal each
Historical activity information during use.
In alternatively possible implementation, the power consumption daily record for receiving the plurality of terminal includes：
Receive the power consumption daily record that the plurality of terminal sends according to predetermined period.
In alternatively possible implementation, the historical activity information during the plurality of terminal use includes described many
The bright screen time of individual terminal with put out the screen time, the userspersonal information of the plurality of terminal includes sex and/or age, described
According to the userspersonal information of the plurality of terminal, the historical activity information during the plurality of terminal use is analyzed,
Obtaining the usage behavior information of different user colony includes：
Determine the information related to screen bright screen is put out of different sexes and/or all ages and classes user, it is described to shield bright screen phase with putting out
The information of pass includes following any one or more：Per day bright screen time, per day screen time, the bright screen of putting out are averagely lasting
Time, once put out screen average duration, per day bright screen number of times.
In alternatively possible implementation, the historical activity information during the plurality of terminal use includes described many
The starting time of each application and shut-in time in individual terminal, the userspersonal information of the plurality of terminal include sex and/or
Age, the userspersonal information according to the plurality of terminal is believed the historical act during the plurality of terminal use
Breath is analyzed, and obtains the usage behavior information of different user colony and includes：
Determine different sexes and/or all ages and classes user to apply related information, it is described to the related information of application
Including following any one or more：Each application per day use duration, each application the per day number of starts, each
Using the average number of starts of different periods, each averagely use duration using different periods.
A second aspect of the present invention provides a kind of user's usage behavior analytical equipment, user's usage behavior analytical equipment
Including：
Receiving unit, for receiving multiple terminal uses during historical activity information and the plurality of terminal user
Personal information；
Analytic unit, for according to the userspersonal information of the plurality of terminal, during the plurality of terminal use
Historical activity information be analyzed, obtain the usage behavior information of different user colony.
In alternatively possible implementation, the receiving unit specifically for：
The power consumption daily record of the plurality of terminal is received, wherein, the power consumption daily record is used to record the plurality of terminal each
Historical activity information during use.
In alternatively possible implementation, the receiving unit specifically for：
Receive the power consumption daily record that the plurality of terminal sends according to predetermined period.
In alternatively possible implementation, the receiving unit specifically for：
Receive bright screen time of the plurality of terminal and the sex for putting out screen time and the plurality of terminal-pair application family and/or
Age；
The analytic unit specifically for：
Determine the information related to screen bright screen is put out of different sexes and/or all ages and classes user, it is described to shield bright screen phase with putting out
The information of pass includes following any one or more：Per day bright screen time, per day screen time, the bright screen of putting out are averagely lasting
Time, once put out screen average duration, per day bright screen number of times.
In alternatively possible implementation, the receiving unit specifically for：
Receive the starting time of each application and shut-in time and the plurality of terminal-pair application family in the plurality of terminal
Sex and/or the age；
The analytic unit specifically for：
Determine different sexes and/or all ages and classes user to apply related information, it is described to the related information of application
Including following any one or more：Each application per day use duration, each application the per day number of starts, each
Using the average number of starts of different periods, each averagely use duration using different periods.
The present invention receives the individual subscriber letter of the historical activity information during multiple terminal uses and the plurality of terminal
Breath；According to the userspersonal information of the plurality of terminal, the historical activity information during the plurality of terminal use is carried out
Analysis, obtains the usage behavior information of different user colony.The present invention can obtain data according to personal information classification, and increase is adopted
The dimension of collection data, so as to strengthening the availability of gathered data and improving the precision of data analysiss.
Description of the drawings
In order to be illustrated more clearly that embodiment of the present invention technical scheme, below embodiment will be described needed for be used
Accompanying drawing is briefly described, it should be apparent that, drawings in the following description are some embodiments of the present invention, general for this area
For logical technical staff, on the premise of not paying creative work, can be with according to these other accompanying drawings of accompanying drawings acquisition.
Fig. 1 is the flow chart of user's usage behavior analysis method that the embodiment of the present invention one is provided.
Fig. 2 is the structure chart of user's usage behavior analytical equipment that the embodiment of the present invention two is provided.
Fig. 3 is the structure chart of the electronic equipment for realizing user's usage behavior analysis method that the embodiment of the present invention three is provided.
Main element symbol description
Electronic equipment 1
User's usage behavior analytical equipment 10
Memorizer 20
Processor 30
Receiving unit 201
Analytic unit 202
Following specific embodiment will further illustrate the present invention with reference to above-mentioned accompanying drawing.
Specific embodiment
It is below in conjunction with the accompanying drawings and concrete real in order to be more clearly understood that the above objects, features and advantages of the present invention
Apply example to describe the present invention.It should be noted that in the case where not conflicting, embodiments of the invention and embodiment
In feature can be mutually combined.
Many details are elaborated in the following description in order to fully understand the present invention, and described embodiment is only
Only it is a part of embodiment of the invention, rather than the embodiment of whole.Based on the embodiment in the present invention, ordinary skill
The every other embodiment that personnel are obtained under the premise of creative work is not made, belongs to the scope of protection of the invention.
Unless otherwise defined, all of technology used herein and scientific terminology and the technical field for belonging to the present invention
The implication that technical staff is generally understood that is identical.The term for being used in the description of the invention herein is intended merely to description tool
The purpose of the embodiment of body, it is not intended that of the invention in limiting.
Preferably, user's usage behavior analysis method of the invention is applied in one or more electronic equipment.It is described
Electronic equipment is connected by network with multiple terminals.The electronic equipment be it is a kind of can be according to the finger being previously set or store
Order, the equipment that numerical computations and/or information processing are carried out automatically, its hardware includes but is not limited to microprocessor, special integrated electricity
Road (Application Specific Integrated Circuit, ASIC), programmable gate array (Field-
Programmable Gate Array, FPGA), it is digital processing unit (Digital Signal Processor, DSP), embedded
Equipment etc..
The electronic equipment can be server, and the server includes but is not limited to single network server, multiple nets
Network server group into server group or based on cloud computing (Cloud Computing) by a large amount of main frames or webserver structure
Into cloud, wherein, cloud computing is one kind of Distributed Calculation, a super void being made up of the loosely-coupled computer collection of a group
Intend computer.
The terminal may be, but not limited to, any one can with user by keyboard, mouse, remote control, touch pad or
The modes such as voice-operated device carry out the electronic product of man-machine interaction, for example, personal computer, panel computer, smart mobile phone, individual number
Word assistant (Personal Digital Assistant, PDA), game machine, IPTV (Internet
Protocol Television, IPTV), intelligent wearable equipment etc..
The network includes but is not limited to the Internet, wide area network, Metropolitan Area Network (MAN), LAN, VPN (virtual private network) (Virtual
Private Network, VPN) etc..
Embodiment one
Fig. 1 is the flow chart of user's usage behavior analysis method that the embodiment of the present invention one is provided.The user uses row
It is applied in electronic equipment for analysis method.As shown in figure 1, the method specifically includes following steps：
101：Receive the userspersonal information of historical activity information during multiple terminal uses and the plurality of terminal.
In the present embodiment, the historical activity information during the plurality of terminal use can include the plurality of terminal
The bright screen time with put out the screen time.Historical activity information during the plurality of terminal use can also include the plurality of end
The starting time of each application and shut-in time in end.Historical activity information during the plurality of terminal use can also be wrapped
Other information is included, such as the front stage operation time of each application and running background time in the plurality of terminal.
The userspersonal information of the plurality of terminal can include sex and/or age.The user of the plurality of terminal
People's information can also include the other information of user, such as region, occupation etc..
In the present embodiment, the historical act letter during the plurality of terminal use of power consumption daily record acquisition can be passed through
Breath.The plurality of terminal can record the historical activity information during respective use in respective power consumption daily record, and will
The power consumption daily record is sent to the electronic equipment.The electronic equipment receives the power consumption daily record of the plurality of terminal, to obtain
Historical activity information during the plurality of terminal use.
There is lot of advantages by the historical activity information during the plurality of terminal use of power consumption log collection.It is first
First, it is not necessary to which terminal use installs software in the plurality of terminal, the plurality of terminal can be about to each use process certainly
In historical activity information record to power consumption daily record.Secondly, it is not necessary to which real-time data collection, the plurality of terminal can be any
The power consumption daily record is sent to the electronic equipment by the time, even if deadlock occurs restarting, the data of power consumption daily record also will not lose
Lose.Also, the power consumption daily record persistently records the long-time usage behavior of user, the data compaction of record is irredundant.By consumption
Electric daily record can simply and effectively obtain the historical activity information during the plurality of terminal use, and due to the number for recording
It is irredundant according to simplifying, so as to improve the efficiency of data analysiss, save the time of data analysiss.
The plurality of terminal can send the power consumption daily record to the electronics according to predetermined period (such as once a day)
Equipment, the electronic equipment receives the power consumption daily record that the plurality of terminal sends according to predetermined period.Or, the electronics
Equipment can send data acquisition instructions to the plurality of terminal, and after receiving the data acquisition instructions, the plurality of terminal will
The power consumption daily record is sent to the electronic equipment.
102：According to the userspersonal information of the plurality of terminal, to the historical act during the plurality of terminal use
Information is analyzed, and obtains the usage behavior information of different user colony.
In the present embodiment, can according to the bright screen time of the plurality of terminal with put out screen time and the plurality of terminal-pair
Sex and/or age using family, determines the information related to screen bright screen is put out of different sexes and/or all ages and classes user.Institute
The information related to screen bright screen is put out is stated including following any one or more：The per day bright screen time, it is per day put out the screen time, one
Secondary bright screen average duration, once put out screen average duration, per day bright screen number of times.
In the present embodiment, can be with according to the starting time of each application in the plurality of terminal and shut-in time and institute
Sex and/or the age at multiple terminal-pair application families are stated, determines that different sexes and/or all ages and classes user's is related to application
Information.It is described include to the related information of application it is as follows any one or more：Each application per day use duration, each
Using the per day number of starts, each the average number of starts, each averagely making using different periods using different periods
Use duration.
In other examples, other can also be carried out to the historical activity information during the plurality of terminal use
Analysis, obtain different user colony others usage behavior information.For example, according in the plurality of terminal each application open
Dynamic time and shut-in time and the region at the plurality of terminal-pair application family, determine that zones of different user's is related to application
Information.
User's usage behavior analysis method of the embodiment receive the historical activity information during multiple terminal uses and
The userspersonal information of the plurality of terminal；According to the userspersonal information of the plurality of terminal, the plurality of terminal is used
During historical activity information be analyzed, obtain the usage behavior information of different user colony.The method can be according to individual
People's information classification obtains data, increases the dimension of gathered data, so as to strengthening the availability of gathered data and improving data point
The precision of analysis.
Fig. 2 is the structure chart of user's usage behavior analytical equipment that the embodiment of the present invention two is provided.As shown in Fig. 2 described
User's usage behavior analytical equipment 10 can include：Receiving unit 201, analytic unit 202.
Receiving unit 201, for receiving multiple terminal uses during historical activity information and the plurality of terminal
Userspersonal information.
In the present embodiment, the historical activity information during the plurality of terminal use can include the plurality of terminal
The bright screen time with put out the screen time.Historical activity information during the plurality of terminal use can also include the plurality of end
The starting time of each application and shut-in time in end.Historical activity information during the plurality of terminal use can also be wrapped
Other information is included, such as the front stage operation time of each application and running background time in the plurality of terminal.
The userspersonal information of the plurality of terminal can include sex and/or age.The user of the plurality of terminal
People's information can also include the other information of user, such as region, occupation etc..
In the present embodiment, the historical act letter during the plurality of terminal use of power consumption daily record acquisition can be passed through
Breath.The plurality of terminal can record the historical activity information during respective use in respective power consumption daily record, and will
The power consumption daily record is sent to the electronic equipment.The electronic equipment receives the power consumption daily record of the plurality of terminal, to obtain
Historical activity information during the plurality of terminal use.
There is lot of advantages by the historical activity information during the plurality of terminal use of power consumption log collection.It is first
First, it is not necessary to which terminal use installs software in the plurality of terminal, the plurality of terminal can be about to each use process certainly
In historical activity information record to power consumption daily record.Secondly, it is not necessary to which real-time data collection, the plurality of terminal can be any
The power consumption daily record is sent to the electronic equipment by the time, even if deadlock occurs restarting, the data of power consumption daily record also will not lose
Lose.Also, the power consumption daily record persistently records the long-time usage behavior of user, the data compaction of record is irredundant.By consumption
Electric daily record can simply and effectively obtain the historical activity information during the plurality of terminal use, and due to the number for recording
It is irredundant according to simplifying, so as to improve the efficiency of data analysiss, save the time of data analysiss.
The plurality of terminal can send the power consumption daily record to the electronics according to predetermined period (such as once a day)
Equipment, the receiving unit 201 receives the power consumption daily record that the plurality of terminal sends according to predetermined period.Or, it is described
Receiving unit 201 can send data acquisition instructions to the plurality of terminal, the plurality of after receiving the data acquisition instructions
The power consumption daily record is sent to the electronic equipment by terminal.
Analytic unit 202, for according to the userspersonal information of the plurality of terminal, to the plurality of terminal process being used
In historical activity information be analyzed, obtain the usage behavior information of different user colony.
In the present embodiment, can according to the bright screen time of the plurality of terminal with put out screen time and the plurality of terminal-pair
Sex and/or age using family, determines the information related to screen bright screen is put out of different sexes and/or all ages and classes user.Institute
The information related to screen bright screen is put out is stated including following any one or more：The per day bright screen time, it is per day put out the screen time, one
Secondary bright screen average duration, once put out screen average duration, per day bright screen number of times.
In the present embodiment, can be with according to the starting time of each application in the plurality of terminal and shut-in time and institute
Sex and/or the age at multiple terminal-pair application families are stated, determines that different sexes and/or all ages and classes user's is related to application
Information.It is described include to the related information of application it is as follows any one or more：Each application per day use duration, each
Using the per day number of starts, each the average number of starts, each averagely making using different periods using different periods
Use duration.
In other examples, other can also be carried out to the historical activity information during the plurality of terminal use
Analysis, obtain different user colony others usage behavior information.For example, according in the plurality of terminal each application open
Dynamic time and shut-in time and the region at the plurality of terminal-pair application family, determine that zones of different user's is related to application
Information.
User's usage behavior analytical equipment of the embodiment receive the historical activity information during multiple terminal uses and
The userspersonal information of the plurality of terminal；According to the userspersonal information of the plurality of terminal, the plurality of terminal is used
During historical activity information be analyzed, obtain the usage behavior information of different user colony.The device can be according to individual
People's information classification obtains data, increases the dimension of gathered data, so as to strengthening the availability of gathered data and improving data point
The precision of analysis.
Embodiment three
Fig. 3 is the structure chart of the electronic equipment that the embodiment of the present invention three is provided.The electronic equipment 1 includes that user uses row
For analytical equipment 10.The electronic equipment 1 also includes memorizer 20, processor 30.
Preferably, user's usage behavior analysis method of the invention is by the user's usage behavior in the electronic equipment 1
Analytical equipment 10 is realizing.
The electronic equipment 1 be it is a kind of can according to the instruction being previously set or store, carry out automatically numerical computations and/or
The equipment of information processing, its hardware includes but is not limited to microprocessor, special IC (Application Specific
Integrated Circuit, ASIC), programmable gate array (Field-Programmable Gate Array, FPGA), number
Word processing device (Digital Signal Processor, DSP), embedded device etc..
The electronic equipment 1 can be server, and the server includes but is not limited to single network server, multiple nets
Network server group into server group or based on cloud computing (Cloud Computing) by a large amount of main frames or webserver structure
Into cloud, wherein, cloud computing is one kind of Distributed Calculation, a super void being made up of the loosely-coupled computer collection of a group
Intend computer.
The electronic equipment 1 is connected by network with multiple terminals, and the network includes, but are not limited to the Internet, wide area
Net, Metropolitan Area Network (MAN), LAN, VPN (virtual private network) (Virtual Private Network, VPN) etc..
The memorizer 20 is used to store the program code of each program segment in user's usage behavior analytical equipment 10.
The memorizer 20 can include：USB flash disk, portable hard drive, read only memory (Read-Only Memory, ROM), random access memory are deposited
Reservoir (Random Access Memory, RAM), magnetic disc or CD etc. are various can be with the medium of store program codes.
The processor 30 can include one or more microprocessor, digital processing unit.The processor 30 is performed
The program code of each program segment of user's usage behavior analytical equipment 10, receives the history during multiple terminal uses
The userspersonal information of action message and the plurality of terminal；According to the userspersonal information of the plurality of terminal, to described many
Historical activity information during individual terminal use is analyzed, and obtains the usage behavior information of different user colony.The method
Can according to personal information classification obtain data, increase gathered data dimension, so as to strengthen gathered data availability and
Improve the precision of data analysiss.
In several embodiments provided by the present invention, it should be understood that disclosed apparatus and method, it can be passed through
Its mode is realized.For example, device embodiment described above is only schematic, for example, the division of the unit, and only
Only a kind of division of logic function, can there is other dividing mode when actually realizing.
In addition, each functional unit in each embodiment of the invention can be integrated in same treatment unit, it is also possible to
It is that unit is individually physically present, it is also possible to which two or more units are integrated in same unit.Above-mentioned integrated list
Unit both can be realized in the form of hardware, it would however also be possible to employ hardware adds the form of software function module to realize.
It is obvious to a person skilled in the art that the invention is not restricted to the details of above-mentioned one exemplary embodiment, Er Qie
In the case of spirit or essential attributes without departing substantially from the present invention, the present invention can be in other specific forms realized.Therefore, no matter
From the point of view of which point, embodiment all should be regarded as exemplary, and be nonrestrictive, the scope of the present invention is by appended power
Profit is required rather than described above is limited, it is intended that all in the implication and scope of the equivalency of claim by falling
Change is included in the present invention.Any reference in claim should not be considered as and limit involved claim.This
Outward, it is clear that " including ", a word was not excluded for other units or step, and odd number is not excluded for plural number.That what is stated in device claim is multiple
Unit or device can also be realized by same unit or device by software or hardware.The first, the second grade word is used for
Title is represented, and is not offered as any specific order.
Finally it should be noted that above example is only to illustrate technical scheme and unrestricted, although reference
Preferred embodiment has been described in detail to the present invention, it will be understood by those within the art that, can be to the present invention's
Technical scheme is modified or equivalent, without deviating from the spirit and scope of technical solution of the present invention.
Claims (10)
1. a kind of user's usage behavior analysis method, in being applied to electronic equipment, it is characterised in that methods described includes：
Receive the userspersonal information of historical activity information during multiple terminal uses and the plurality of terminal；
According to the userspersonal information of the plurality of terminal, the historical activity information during the plurality of terminal use is carried out
Analysis, obtains the usage behavior information of different user colony.
2. user's usage behavior analysis method as claimed in claim 1, it is characterised in that the multiple terminals of the reception were used
Historical activity information in journey includes：
The power consumption daily record of the plurality of terminal is received, wherein, the power consumption daily record is each used for recording the plurality of terminal
During historical activity information.
3. user's usage behavior analysis method as claimed in claim 2, it is characterised in that the plurality of terminal of the reception
Power consumption daily record includes：
Receive the power consumption daily record that the plurality of terminal sends according to predetermined period.
4. user's usage behavior analysis method as claimed any one in claims 1 to 3, it is characterised in that the plurality of end
The historical activity information during use is held to include the bright screen time of the plurality of terminal and put out the screen time, the plurality of terminal
Userspersonal information includes sex and/or age, the userspersonal information according to the plurality of terminal, to the plurality of end
Historical activity information during the use of end is analyzed, and obtains the usage behavior information of different user colony and includes：
Determine the information related to screen bright screen is put out of different sexes and/or all ages and classes user, it is described related to screen bright screen is put out
Information includes following any one or more：It is the per day bright screen time, per day when putting out screen time, bright screen and averagely continuing
Between, once put out screen average duration, per day bright screen number of times.
5. user's usage behavior analysis method as claimed any one in claims 1 to 3, it is characterised in that the plurality of end
Historical activity information during the use of end includes the starting time of each application and shut-in time in the plurality of terminal, described
The userspersonal information of multiple terminals includes sex and/or age, and the userspersonal information according to the plurality of terminal is right
Historical activity information during the plurality of terminal use is analyzed, and obtains the usage behavior packet of different user colony
Include：
Determine different sexes and/or all ages and classes user to apply related information, it is described to include to related information is applied
It is following any one or more：The per day use duration of each application, the per day number of starts of each application, each application
The average number of starts of different periods, each averagely use duration using different periods.
6. a kind of user's usage behavior analytical equipment, it is characterised in that described device includes：
Receiving unit, for receiving multiple terminal uses during historical activity information and the plurality of terminal individual subscriber
Information；
Analytic unit, for according to the userspersonal information of the plurality of terminal, to the plurality of terminal use during go through
History action message is analyzed, and obtains the usage behavior information of different user colony.
7. user's usage behavior analytical equipment as claimed in claim 6, it is characterised in that the receiving unit specifically for：
The power consumption daily record of the plurality of terminal is received, wherein, the power consumption daily record is each used for recording the plurality of terminal
During historical activity information.
8. user's usage behavior analytical equipment as claimed in claim 7, it is characterised in that the receiving unit specifically for：
Receive the power consumption daily record that the plurality of terminal sends according to predetermined period.
9. the user's usage behavior analytical equipment as any one of claim 6 to 8, it is characterised in that the reception list
Unit specifically for：
Receive the bright screen time and sex and/or the year for putting out screen time and the plurality of terminal-pair application family of the plurality of terminal
Age；
The analytic unit specifically for：
Determine the information related to screen bright screen is put out of different sexes and/or all ages and classes user, it is described related to screen bright screen is put out
Information includes following any one or more：It is the per day bright screen time, per day when putting out screen time, bright screen and averagely continuing
Between, once put out screen average duration, per day bright screen number of times.
10. the user's usage behavior analytical equipment as any one of claim 6 to 8, it is characterised in that the reception list
Unit specifically for：
Receive the starting time of each application and shut-in time and the property at the plurality of terminal-pair application family in the plurality of terminal
The other and/or age；
The analytic unit specifically for：
Determine different sexes and/or all ages and classes user to apply related information, it is described to include to related information is applied
It is following any one or more：The per day use duration of each application, the per day number of starts of each application, each application
The average number of starts of different periods, each averagely use duration using different periods.
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| CN201611172083.8A CN106598826A (en) | 2016-12-17 | 2016-12-17 | Method and device for analyzing use behaviors of user |
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| CN201611172083.8A CN106598826A (en) | 2016-12-17 | 2016-12-17 | Method and device for analyzing use behaviors of user |
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| CN107562815A (en) * | 2017-08-16 | 2018-01-09 | 上海斐讯数据通信技术有限公司 | A kind of statistical method and device of client application platform |
| CN107729225A (en) * | 2017-10-27 | 2018-02-23 | 上海斐讯数据通信技术有限公司 | A kind of terminal device heart rate acquisition method and system |
| CN109788136A (en) * | 2019-01-29 | 2019-05-21 | 维沃移动通信有限公司 | Information display method and mobile terminal |
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| CN107729225A (en) * | 2017-10-27 | 2018-02-23 | 上海斐讯数据通信技术有限公司 | A kind of terminal device heart rate acquisition method and system |
| CN107729225B (en) * | 2017-10-27 | 2020-12-22 | 何雄英 | Method and system for acquiring heart rate of terminal equipment |
| CN109788136A (en) * | 2019-01-29 | 2019-05-21 | 维沃移动通信有限公司 | Information display method and mobile terminal |
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