CN106533735A - Mobile terminal use behavior monitoring method and device, server and system - Google Patents

Mobile terminal use behavior monitoring method and device, server and system Download PDF

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Publication number
CN106533735A
CN106533735A CN201610887608.XA CN201610887608A CN106533735A CN 106533735 A CN106533735 A CN 106533735A CN 201610887608 A CN201610887608 A CN 201610887608A CN 106533735 A CN106533735 A CN 106533735A
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China
Prior art keywords
user
mobile terminal
current slot
event
current
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Granted
Application number
CN201610887608.XA
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Chinese (zh)
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CN106533735B (en
Inventor
胡洁清
荣涛
师争明
刘振海
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Beijing Qihoo Technology Co Ltd
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Beijing Qihoo Technology Co Ltd
Qizhi Software Beijing Co Ltd
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Priority to CN201610887608.XA priority Critical patent/CN106533735B/en
Publication of CN106533735A publication Critical patent/CN106533735A/en
Application granted granted Critical
Publication of CN106533735B publication Critical patent/CN106533735B/en
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Classifications

    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/06—Management of faults, events, alarms or notifications
    • H04L41/0604—Management of faults, events, alarms or notifications using filtering, e.g. reduction of information by using priority, element types, position or time
    • H04L41/0622—Management of faults, events, alarms or notifications using filtering, e.g. reduction of information by using priority, element types, position or time based on time
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/04—Processing captured monitoring data, e.g. for logfile generation
    • H04L43/045—Processing captured monitoring data, e.g. for logfile generation for graphical visualisation of monitoring data
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/10—Active monitoring, e.g. heartbeat, ping or trace-route
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00—Arrangements for monitoring or testing data switching networks
    • H04L43/16—Threshold monitoring
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/50—Network services
    • H04L67/535—Tracking the activity of the user
    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00—Network arrangements or protocols for supporting network services or applications
    • H04L67/50—Network services
    • H04L67/54—Presence management, e.g. monitoring or registration for receipt of user log-on information, or the connection status of the users

Abstract

The invention provides a mobile terminal use behavior monitoring method and device, a server and a system. The method comprises the steps that a designated operation event in a mobile terminal is monitored; a log about the designated operation event is generated and uploaded to the server; the server acquires user behavior statistics data in the current time period according to the relevant information of the designated operation event in each log; the health index data of the behavior of the user using the mobile terminal in the current time period are calculated; and the health index data, which are returned by the server, of the behavior of the user using the mobile terminal in the current time period are received and displayed. According to the invention, the designated operation event is monitored and recorded when the user uses the mobile terminal; the execution trajectory of the designated operation event essentially reflects the behavior trajectory of the user using a mobile phone; the corresponding health index data of the behavior of the user using the mobile terminal are acquired; and the objective evaluation of the mobile terminal use behavior is visually presented to the user to alert the user to use the mobile terminal more healthily.

Description

A kind of monitoring method of mobile terminal usage behavior, device, server and system
Technical field
The present invention relates to Internet technical field, and in particular to a kind of monitoring method of mobile terminal usage behavior, device, Server and system.
Background technology
The continuous development of development of Mobile Internet technology, has promoted the rapid popularization of mobile terminal, current mobile terminal to become , in work, life, the necessity in learning process, the use of mobile terminal is further frequent most of user, and mobile terminal makes While bringing great convenience used in the life to user, work and study, some hidden danger are also brought：As user is to movement The degree of dependence of terminal is deepened, and the energy that is frequent, using the serious dispersion user of meeting for a long time of mobile terminal, interference user are normal Life and work study rhythm, it is also possible to the health of user can be impacted.
The content of the invention
In view of the above problems, it is proposed that the present invention so as to provide one kind overcome the problems referred to above or at least in part solve on State monitoring method, device, server and the system of a kind of mobile terminal usage behavior of problem.
According to one aspect of the present invention, there is provided a kind of monitoring method of mobile terminal usage behavior, the method include：
The assigned operation event in mobile terminal is monitored, the daily record with regard to assigned operation event is generated；
The daily record of generation is uploaded onto the server, by server according in each daily record for having been uploaded in the current statistic cycle The relevant information of assigned operation event is obtained from the current slot of the initial time to current time in current statistic cycle User behavior statistics, and user in current slot is calculated according to the user behavior statistics in the current slot Using the health indicator data of the behavior of mobile terminal；
Health indicator data of the user using the behavior of mobile terminal in the current slot that the reception server is returned And show.
Alternatively, the assigned operation event monitored in mobile terminal, generates the daily record bag with regard to assigned operation event Include：
Screen locking/unblock the event in mobile terminal is monitored, the daily record with regard to screen locking/unblock event is generated, is wrapped in the daily record Include：Each screen locking for the listening to/corresponding timestamp of unblock event；
And/or,
The application handover event in mobile terminal is monitored, is generated with regard to the daily record using handover event, the daily record includes： Each for listening to is using the corresponding timestamp of handover event and the mark of the application for being switched to mobile terminal foreground/backstage Information.
Alternatively, the user behavior statistics in the current slot includes following one or more：
User in current slot switches total frequency of application, user using the total duration, user applied and continuously uses The maximum duration of mobile terminal, screen locking rest total duration, the total frequency of solution screen locking, user are the latest using the time of mobile terminal.
Alternatively, the method is further included：
The reception server return the current slot in user using mobile terminal behavior health indicator number According to while, the user behavior statistics in the current slot that also the reception server is returned；
User behavior statistics in current slot and user are used the health indicator number of the behavior of mobile terminal According to the first monitoring result page being presented along in mobile terminal.
Alternatively, the method is further included：
In the current slot that judgement is received, whether user is exceeded using the health indicator data of the behavior of mobile terminal Preset threshold range, is then, to initiate to remind to user；
And/or,
When total duration of the user in the current slot for receiving server return using application, judge described current Whether the user in the time period exceeds the first preset threshold range using the total duration of application, is then, to initiate first to user and carry Wake up；
When total frequency of the user's switching application in the current slot for receiving server return, judge described current Whether total frequency of the user's switching application in the time period exceeds the second preset threshold range, is then, to initiate second to user and carry Wake up；
When the user in the current slot for receiving server return continuously uses the maximum duration of mobile terminal, sentence Whether the user broken in the current slot continuously exceeds the 3rd preset threshold range using the maximum duration of mobile terminal, is Then, initiate the 3rd to user to remind；
When the screen locking rest total duration in the current slot for receiving server return, the current slot is judged Whether interior screen locking rest total duration exceeds the 4th preset threshold range, is then, to initiate the 4th to user and remind；
When the total frequency of the solution screen locking in the current slot for receiving server return, judge in the current slot The total frequency of solution screen locking whether exceed the 5th preset threshold range, be then, to initiate the 5th to user and remind；
When the user in the current slot for receiving server return uses the time of mobile terminal the latest, institute is judged Whether the latest use the time of mobile terminal beyond sixth preset threshold range, be then Xiang Yong if stating the user in current slot Initiate the 6th and remind in family.
Alternatively, the method is further included：
It is in the first monitoring result page presentation screen locking rest control, when the screen locking rest control is triggered, mobile Terminal starts the timing screen locking pattern of first scheduled time, and when reaching first scheduled time, timing screen locking pattern terminates, Mobile terminal reverts to released state；
The operation for exiting timing screen locking pattern is performed when not reaching first scheduled time in response to user, from operation The execution time is unlocked to mobile terminal after starting to postpone for the second default scheduled time.
Alternatively, the method is further included：
The user image evaluation information in current slot that the reception server is returned, the user in the current slot Image appraisal information is determined according to the user behavior statistics in the current slot；
User image evaluation information in the current slot for receiving is illustrated in into the second monitoring of mobile terminal Results page.
Alternatively, the user behavior statistics in the current slot includes：
Total duration of the user using every kind of application in current slot, and/or, in current slot, user is answered using every kind of Total frequency.
Alternatively, the method is further included：
Share control in the second monitoring result page presentation, share the operation that control is triggered in response to this, by institute The user image evaluation information stated in the second monitoring result page is shared in the other application of mobile terminal.
Alternatively, it is described by the daily record of generation upload onto the server including：
The daily record of generation is encrypted according to predetermined encryption rule, the daily record after encryption is uploaded onto the server.
According to another aspect of the present invention, there is provided a kind of monitoring method of mobile terminal usage behavior, the method bag Include：
The daily record with regard to the assigned operation event in mobile terminal of client upload is received, the daily record includes：Visitor The relevant information of the assigned operation event that family end listens to；
According to the relevant information of the assigned operation event in each daily record for having been uploaded in the current statistic cycle, obtain from current User behavior statistics in the current slot of the initial time of measurement period to current time；
User in current slot is calculated according to the user behavior statistics in the current slot whole using movement The health indicator data of the behavior at end；
User in the current slot is entered to client using the health indicator data is activation of the behavior of mobile terminal Row shows.
Alternatively, the assigned operation event in mobile terminal includes：Screen locking in mobile terminal/unblock event, and/or, Application handover event in mobile terminal；
The relevant information of assigned operation event includes：Each screen locking/corresponding timestamp of unblock event, and/or, each should With the corresponding timestamp of handover event and/or each using the application for being switched to mobile terminal foreground/backstage in handover event Identification information.
Alternatively, the related letter of the assigned operation event according in each daily record for having been uploaded in the current statistic cycle Breath, obtains the user behavior statistical data packet from the current slot of the initial time to current time in current statistic cycle Include：
According to the screen locking in each daily record for having been uploaded in the current statistic cycle/corresponding timestamp of unblock event, know and work as Mobile terminal duration every time in released state in the front time period, chooses maximum duration of the mobile terminal in released state, Maximum duration of the mobile terminal in released state continuously uses mobile terminal most corresponding to user in current slot Big duration；
According to the screen locking in each daily record for having been uploaded in the current statistic cycle/corresponding timestamp of unblock event, know and work as Mobile terminal duration every time in screen lock state in the front time period, tires out to duration of the mobile terminal in screen lock state Plus, obtain the screen locking rest total duration in current slot；
According to currently according to the screen locking in each daily record for having been uploaded in the current statistic cycle/unblock event corresponding time Stamp, knows the total frequency of solution screen locking in current slot；
And/or, according to the screen locking in each daily record for having been uploaded in the current statistic cycle/corresponding timestamp of unblock event, Know last time screen locking in current slot/unblock event corresponding time, the time is corresponding to user the latest using movement The time of terminal；
User in current slot is continuously total using the maximum duration of mobile terminal, screen locking rest total duration, solution screen locking The frequency, and/or user use the time of mobile terminal the latest as the user behavior statistics in current slot.
Alternatively, the related letter of the assigned operation event according in each daily record for having been uploaded in the current statistic cycle Breath, obtains the user behavior statistical data packet from the current slot of the initial time to current time in current statistic cycle Include：
According to the corresponding timestamp of application handover event in each daily record for having been uploaded in the current statistic cycle, know current In time period, mobile terminal is tired out to duration of the mobile terminal in front stage operation application every time in the duration of front stage operation application Plus, obtain total duration of the user using application in current slot；
And/or, according to the corresponding timestamp of application handover event in each daily record for having been uploaded in the current statistic cycle, obtain Know total frequency of user's switching application in current slot；
User in current slot is used application total duration and/or user switching application total frequency as it is current when Between user behavior statistics in section.
Alternatively, the user behavior statistics according in the current slot calculates user in current slot Included using the health indicator data of the behavior of mobile terminal：
If user is x using the total duration of application in current slot, screen locking rest total duration is y, solves the total frequency of screen locking For z, then health indicator data s of the user using the behavior of mobile terminal in current slot are calculated by equation below：
S=100 × f (x, y) × g (z, x),
Wherein, variable f (x, y)=(y2+D)/(Cy2+x2+D), variable g (z, x)=(A) z/B, A, B, C, D are often Amount.
Alternatively, the user behavior statistics according in the current slot calculates user in current slot Included using the health indicator data of the behavior of mobile terminal：
On the basis of preset reference score value,
When the user in current slot is higher than to preset using duration threshold value using the total duration of application, first is deducted pre- If score value；
When total frequency of the user's switching application in current slot is higher than default switching frequency threshold value, second is deducted pre- If score value；
When the user in current slot continuously continuously uses duration threshold using the maximum duration of mobile terminal higher than default During value, the 3rd default score value is deducted；
When the total frequency of solution screen locking in current slot is higher than default solution screen locking frequency threshold value, the 4th default point is deducted Value；
When the user in current slot is later than default time of having a rest threshold value using the time of mobile terminal the latest, deduct 5th default score value；
When the screen locking rest total duration in current slot is higher than default screen locking duration threshold value, increase the 6th default point Value；
The score value for finally obtaining is used the health indicator data of the behavior of mobile terminal as user in current slot.
Alternatively, the method is further included：
User in user behavior statistics in current slot and current slot is used into the behavior of mobile terminal Health indicator data together send to client and be shown.
Alternatively, the method is further included：
The user image evaluation information in current slot is determined according to the user behavior statistics in current slot；
User image evaluation information in current slot is sent to client and is shown.
Alternatively, the related letter of the assigned operation event according in each daily record for having been uploaded in the current statistic cycle Breath, obtains the user behavior statistical data packet from the current slot of the initial time to current time in current statistic cycle Include：
According to the corresponding timestamp of application handover event in each daily record for having been uploaded in the current statistic cycle and cut The identification information of the application on mobile terminal foreground/backstage is changed to, knows that each application is switched to shifting every time in current slot The duration of dynamic terminal front stage operation, adds up to the duration that each application is switched to mobile terminal front stage operation, is worked as Total duration of the user using the application in the front time period；
And/or,
According to the corresponding timestamp of application handover event in each daily record for having been uploaded in the current statistic cycle and cut The identification information of the application on mobile terminal foreground/backstage is changed to, knows that each application is switched to movement eventually in current slot The number of times on end foreground, total frequency that the number of times is used using this corresponding to user in current slot；
User in current slot is used into the total duration of every kind of application, and/or, in current slot, user is using every kind of Using total frequency as the user behavior statistics in current slot.
Alternatively, the user behavior statistics according in current slot determines the user's shape in current slot As evaluation information includes：
User in current slot used application is classified；
For the application under same classification, user in current slot is asked using the total duration of every kind of application With, obtain current slot user use the classification under application total duration；And, to user in current slot using every The total frequency for planting application is sued for peace, and obtains total frequency that current slot user uses the application under the classification；
If current slot user is x ' using the total duration of the application under the classification, current slot user's use this point Total frequency of the application under class is n ', then calculate the corresponding user image score value of the classification in current slot by equation below s’：S '=E × x '+F × y ', wherein E, F are constant；
Respectively classify corresponding user image score value, choose corresponding user image score value highest classification；
The corresponding user image evaluation letter of user image score value highest classification is obtained from pre-set user image database Breath.
Alternatively, the daily record with regard to the assigned operation event in mobile terminal for receiving client upload includes：
Carried out according to the daily record with regard to the assigned operation time in mobile terminal of the predetermined encryption rule to client upload Decryption, obtains the relevant information of the assigned operation event in the daily record.
According to another aspect of the invention, there is provided a kind of monitoring device of mobile terminal usage behavior, the device bag Include：
Action listener unit, the assigned operation event being adapted for listening in mobile terminal are generated with regard to assigned operation event Daily record；
Interactive unit, is suitable to the daily record of generation uploads onto the server, by server according to being gone up in the current statistic cycle The relevant information of the assigned operation event in each daily record for passing is obtained from the initial time in current statistic cycle to current time User behavior statistics in current slot, and worked as according to the user behavior statistics calculating in the current slot Health indicator data of the user using the behavior of mobile terminal in the front time period；
Show processing unit, be suitable to the row that user in the current slot of the reception server return uses mobile terminal For health indicator data and show.
Alternatively, the action listener unit, the screen locking/unblock event being adapted for listening in mobile terminal are generated with regard to lock The daily record of screen/unblock event, the daily record include：Each screen locking for the listening to/corresponding timestamp of unblock event；And/or, prison The application handover event in mobile terminal is listened, is generated with regard to the daily record using handover event, the daily record includes：What is listened to is every The corresponding timestamp of individual application handover event and the identification information of the application for being switched to mobile terminal foreground/backstage.
Alternatively, the user behavior statistics in the current slot includes following one or more：
User in current slot switches total frequency of application, user using the total duration, user applied and continuously uses The maximum duration of mobile terminal, screen locking rest total duration, the total frequency of solution screen locking, user are the latest using the time of mobile terminal.
Alternatively, the interactive unit, is further adapted for the user in the current slot of the reception server return Using the behavior of mobile terminal health indicator data while, the use in the current slot that also the reception server is returned Family behavioral statisticses data；
The displaying processing unit, is further adapted for using the user behavior statistics in current slot and user The health indicator data of the behavior of mobile terminal are presented along the first monitoring result page in mobile terminal.
Alternatively, the displaying processing unit, is further adapted for judging that user is using mobile whole in the current slot for receiving Whether the health indicator data of the behavior at end exceed preset threshold range, are then, to initiate to remind to user.
And/or,
The displaying processing unit, is further adapted for when the user in the current slot for receiving server return is using application Total duration when, judge user in the current slot using the total duration of application whether beyond the first predetermined threshold value model Enclose, be then, first to be initiated to user and reminded；When the user in the current slot for receiving server return switches the total of application During the frequency, judge whether total frequency of the user's switching application in the current slot exceeds the second preset threshold range, be Then, initiate second to user to remind；When the user in the current slot for receiving server return continuously uses mobile terminal Maximum duration when, judge that user in the current slot continuously uses whether the maximum duration of mobile terminal exceeds the 3rd Preset threshold range, is then, to initiate the 3rd to user and remind；When the screen locking in the current slot for receiving server return is stopped During breath total duration, judge whether screen locking rest total duration in the current slot exceeds the 4th preset threshold range, be then, The 4th is initiated to user to remind；When the total frequency of the solution screen locking in the current slot for receiving server return, judge described Whether the total frequency of solution screen locking in current slot exceeds the 5th preset threshold range, is then, to initiate the 5th to user and remind；When When receiving the time that the user in the current slot of server return uses mobile terminal the latest, the current time is judged Whether the user in section exceeds the 6th preset threshold range using the time of mobile terminal the latest, is then, to initiate the 6th to user Remind.
Alternatively, the displaying processing unit, is further adapted for resting in the first monitoring result page presentation screen locking Control, when the screen locking rest control is triggered, mobile terminal starts the timing screen locking pattern of first scheduled time, when described the When one scheduled time reached, timing screen locking pattern terminates, and mobile terminal reverts to released state；In response to user described first The operation for exiting timing screen locking pattern is performed when the scheduled time does not reach, and starts delay second from the operation execution time default predetermined Mobile terminal is unlocked after time.
Alternatively, the interactive unit, the user image being further adapted in the current slot of the reception server return Evaluation information, the user image evaluation information in the current slot are united according to the user behavior in the current slot Count and determine；
The displaying processing unit, the user image evaluation letter being further adapted in the current slot that will receive Breath is illustrated in the second monitoring result page of mobile terminal.
Alternatively, the user behavior statistics in the current slot includes：
Total duration of the user using every kind of application in current slot, and/or, in current slot, user is answered using every kind of Total frequency.
Alternatively, the displaying processing unit, is further adapted for sharing control in the second monitoring result page presentation, Share the operation that control is triggered in response to this, the user image evaluation information in the second monitoring result page is shared In the other application of mobile terminal.
Alternatively, the interactive unit, is suitable to be encrypted the daily record of generation according to predetermined encryption rule, after encrypting Daily record upload onto the server.
According to it is still another aspect of the present invention to provide a kind of monitoring server of mobile terminal usage behavior, the service Device includes：
Daily record receiving unit, is suitable to receive the daily record with regard to the assigned operation event in mobile terminal of client upload, The daily record includes：The relevant information of the assigned operation event that client is listened to；
Dissection process unit, is suitable to the phase according to the assigned operation event in each daily record for having been uploaded in the current statistic cycle Pass information, obtains the user behavior statistical number from the current slot of the initial time to current time in current statistic cycle According to；Row of the user using mobile terminal in current slot is calculated according to the user behavior statistics in the current slot For health indicator data；
As a result feedback unit, the health indicator number of the behavior for being suitable to user in the current slot is used mobile terminal It is shown according to sending to client.
Alternatively, the assigned operation event in mobile terminal includes：Screen locking in mobile terminal/unblock event, and/or, Application handover event in mobile terminal；
The relevant information of assigned operation event includes：Each screen locking/corresponding timestamp of unblock event, and/or, each should With the corresponding timestamp of handover event and/or each using the application for being switched to mobile terminal foreground/backstage in handover event Identification information.
Alternatively, the dissection process unit, be suitable to according to the screen locking in each daily record for having been uploaded in the current statistic cycle/ The corresponding timestamp of unblock event, knows mobile terminal duration every time in released state in current slot, chooses movement Maximum duration of the terminal in released state, maximum duration of the mobile terminal in released state correspond to current slot Interior user is continuously using the maximum duration of mobile terminal；According to the screen locking/solution in each daily record for having been uploaded in the current statistic cycle The corresponding timestamp of lock event, knows mobile terminal duration every time in screen lock state in current slot, to mobile terminal Duration in screen lock state is added up, and obtains the screen locking rest total duration in current slot；It is current according to current basis Screen locking/corresponding timestamp of unblock event in each daily record for having been uploaded in measurement period, knows the unblock in current slot Shield total frequency；And/or, according to the screen locking in each daily record for having been uploaded in the current statistic cycle/corresponding timestamp of unblock event, Know last time screen locking in current slot/unblock event corresponding time, the time is corresponding to user the latest using movement The time of terminal；
The dissection process unit, is suitable to user in current slot is continuously used maximum duration, the lock of mobile terminal Screen rest total duration, the total frequency of solution screen locking, and/or user use the time of mobile terminal the latest as the use in current slot Family behavioral statisticses data.
Alternatively, the dissection process unit, is suitable to according to the application in each daily record for having been uploaded in the current statistic cycle The corresponding timestamp of handover event, knows that mobile terminal is every time in the duration of front stage operation application in current slot, to movement Terminal is added up in the duration of front stage operation application, obtains total duration of the user using application in current slot；And/or, According to the corresponding timestamp of application handover event in each daily record for having been uploaded in the current statistic cycle, know in current slot Total frequency of user's switching application；
The dissection process unit, is suitable to user in current slot using the total duration and/or user switching applied Using total frequency as the user behavior statistics in current slot.
Alternatively, the dissection process unit, is suitable to set in current slot user using the total duration of application as x, locks Screen rest total duration is y, and it is z to solve the total frequency of screen locking, then by user in equation below calculating current slot using mobile whole Health indicator data s of the behavior at end：
S=100 × f (x, y) × g (z, x),
Wherein, variable f (x, y)=(y2+D)/(Cy2+x2+D), variable g (z, x)=(A) z/B, A, B, C, D are often Amount.
Alternatively, the dissection process unit, is suitable on the basis of preset reference score value, when the use in current slot When family is higher than to preset using duration threshold value using the total duration of application, the first default score value is deducted；When the use in current slot When total frequency of family switching application is higher than default switching frequency threshold value, the second default score value is deducted；When the use in current slot Family continuously using mobile terminal maximum duration higher than it is default continuously using duration threshold value when, deduct the 3rd and preset score value；When work as When the total frequency of solution screen locking in the front time period is higher than default solution screen locking frequency threshold value, the 4th default score value is deducted；Work as current time When user in section is later than default time of having a rest threshold value using the time of mobile terminal the latest, the 5th default score value is deducted；When work as When screen locking rest total duration in the front time period is higher than default screen locking duration threshold value, increase by the 6th default score value；
The dissection process unit, the score value for being suitable to finally obtain use mobile terminal as user in current slot Behavior health indicator data.
Alternatively, the result feedback unit, be further adapted for by the user behavior statistics in current slot with In current slot, user is together sent to client using the health indicator data of the behavior of mobile terminal and is shown.
Alternatively, the dissection process unit, is further adapted for according to the user behavior statistics in current slot Determine the user image evaluation information in current slot；
User image evaluation information in current slot is sent to client and is shown.
Alternatively, the dissection process unit, is suitable to according to the application in each daily record for having been uploaded in the current statistic cycle The corresponding timestamp of handover event and be switched to mobile terminal foreground/backstage application identification information, when knowing current Between in section each application be switched to the duration of mobile terminal front stage operation every time, each application is switched to before mobile terminal The duration of platform operation is added up, and obtains the total duration that user in current slot uses the application；And/or, according to current system The corresponding timestamp of application handover event in each daily record for having been uploaded in the meter cycle and be switched to mobile terminal foreground/after The identification information of the application of platform, knows that each is using the number of times for being switched to mobile terminal foreground, the number of times in current slot Corresponding to total frequency that user in current slot is used using this；
The dissection process unit, is suitable to user in current slot is used the total duration of every kind of application, and/or, when In the front time period, user uses total frequency of every kind of application as the user behavior statistics in current slot.
Alternatively, the dissection process unit, is suitable to user in current slot used application is classified；It is right Application under same classification, is sued for peace using the total duration of every kind of application to user in current slot, obtains current Total duration of the time period user using the application under the classification；And, to user in current slot using the total of every kind of application The frequency is sued for peace, and obtains total frequency that current slot user uses the application under the classification；
The dissection process unit, is suitable to set current slot user using the total duration of the application under the classification as x ', Current slot user is n ' using total frequency of the application under the classification, then being calculated by equation below should in current slot Classify corresponding user image score value s '：S '=E × x '+F × y ', wherein E, F are constant；Respectively classify corresponding user's shape As score value, corresponding user image score value highest classification is chosen；User image is obtained from pre-set user image database The corresponding user image evaluation information of score value highest classification.
Alternatively, the daily record receiving unit, is suitable to according to predetermined encryption rule to client upload with regard to mobile whole The daily record of the assigned operation time in end is decrypted, and obtains the relevant information of the assigned operation event in the daily record.
According to another aspect of the invention, there is provided a kind of monitoring system of mobile terminal usage behavior, the system bag Include：As above the device described in any one, and, the as above server described in any one.
From the foregoing, in the technical scheme of present invention offer, client is entered to the assigned operation event in mobile terminal Row monitor, generate with regard to assigned operation event daily record and upload onto the server, by server according in the current statistic cycle The each daily record for uploading obtains the user behavior statistics in current slot, calculates further according to the user behavior statistics The health indicator data display is given by health indicator data of the user using the behavior of mobile terminal in current slot, client User.According to this programme, the monitor log assigned operation event during user is using mobile terminal, in current slot The perform track of assigned operation event substantially reflects the action trail that current slot user uses mobile phone, thus according to default Strategy can obtain the health indicator data that corresponding user uses the behavior of mobile terminal, can be with by the health indicator data Intuitively show for the user is using the objective evaluation of the behavior of mobile terminal, to remind user more healthily to make to user Use mobile terminal.
Described above is only the general introduction of technical solution of the present invention, in order to better understand the technological means of the present invention, And can be practiced according to the content of specification, and in order to allow the above and other objects of the present invention, feature and advantage can Become apparent, below especially exemplified by the specific embodiment of the present invention.
Description of the drawings
By reading the detailed description of hereafter preferred embodiment, various other advantages and benefit are common for this area Technical staff will be clear from understanding.Accompanying drawing is only used for illustrating the purpose of preferred embodiment, and is not considered as to the present invention Restriction.And in whole accompanying drawing, it is denoted by the same reference numerals identical part.In the accompanying drawings：
The flow chart that Fig. 1 shows a kind of monitoring method of mobile terminal usage behavior according to an embodiment of the invention
Fig. 2A shows the schematic diagram of the first monitoring result page of mobile terminal according to an embodiment of the invention
Fig. 2 B show the schematic diagram for arranging the page according to an embodiment of the invention；
Fig. 2 C show the schematic diagram of timing locking screen interface according to an embodiment of the invention；
Fig. 2 D show the schematic diagram of the second monitoring result page of mobile terminal according to an embodiment of the invention；
Fig. 3 shows a kind of flow process of the monitoring method of mobile terminal usage behavior in accordance with another embodiment of the present invention Figure；
Fig. 4 shows a kind of signal of the monitoring device of mobile terminal usage behavior according to an embodiment of the invention Figure；
Fig. 5 shows a kind of signal of the monitoring server of mobile terminal usage behavior according to an embodiment of the invention Figure；
Fig. 6 shows a kind of signal of the monitoring system of mobile terminal usage behavior according to an embodiment of the invention Figure.
Specific embodiment
The exemplary embodiment of the disclosure is more fully described below with reference to accompanying drawings.Although showing the disclosure in accompanying drawing Exemplary embodiment, it being understood, however, that may be realized in various forms the disclosure and should not be by embodiments set forth here Limited.On the contrary, there is provided these embodiments are able to be best understood from the disclosure, and can be by the scope of the present disclosure Complete conveys to those skilled in the art.
Fig. 1 shows a kind of flow process of the monitoring method of mobile terminal usage behavior according to an embodiment of the invention Figure, illustrates the implementation process of this programme from client-side.As shown in figure 1, the method includes：
Step S110, monitors the assigned operation event in mobile terminal, generates the daily record with regard to assigned operation event.
Step S120, the daily record of generation is uploaded onto the server, by server according to having uploaded in the current statistic cycle The relevant information of the assigned operation event in each daily record obtains current from the initial time in current statistic cycle to current time User behavior statistics in time period, and when calculating current according to the user behavior statistics in the current slot Between health indicator data of the user using the behavior of mobile terminal in section.
Step S130, health of the user using the behavior of mobile terminal in the current slot that the reception server is returned Achievement data simultaneously shows.
It can be seen that, the method shown in Fig. 1 is monitored to the assigned operation event in mobile terminal, is generated with regard to assigned operation The daily record of event simultaneously uploads onto the server, and obtains current time by server according to each daily record for having been uploaded in the current statistic cycle User behavior statistics in section, calculates user in current slot further according to the user behavior statistics and uses movement The health indicator data of the behavior of terminal, by the health indicator data display to user.According to this programme, in user using movement Monitor log assigned operation event during terminal, the perform track of the assigned operation event in current slot substantially reflect Action trail of the current slot user using mobile phone, can obtain corresponding user using movement thus according to preset strategy The health indicator data of the behavior of terminal, intuitively can be shown to user by the health indicator data and use for the user The objective evaluation of the behavior of mobile terminal, to remind user more healthily to use mobile terminal.
In one embodiment of the invention, above-mentioned steps S110 monitor the assigned operation event in mobile terminal, generate Daily record with regard to assigned operation event includes：Screen locking/unblock the event in mobile terminal is monitored, is generated with regard to screen locking/unblock thing The daily record of part, the daily record include：Each screen locking for the listening to/corresponding timestamp of unblock event；And/or, monitor mobile whole Application handover event in end, generates with regard to the daily record using handover event, and the daily record includes：Each application for listening to is cut Change the corresponding timestamp of event and be switched to the identification information of the application on mobile terminal foreground/backstage.
Further, above-mentioned daily record is uploaded onto the server by step S120, by server according to being uploaded in the current statistic cycle Each daily record in the relevant information of assigned operation event obtain working as from the initial time in current statistic cycle to current time User behavior statistics in the front time period, including following one or more：User in current slot is using application Total duration, total frequency of user's switching application, user are continuously using the maximum duration of mobile terminal, screen locking rest total duration, solution The total frequency of screen locking, user are the latest using the time of mobile terminal.These user behavior statistics reflect user using movement Whether the behavioural habits of terminal, then can be used for evaluating behavioural habits that user uses mobile terminal according to policy calculation accordingly The health indicator data of health.
Further, in one embodiment, client user in the current slot that the reception server is returned Using the behavior of mobile terminal health indicator data while, the use in the current slot that also the reception server is returned Family behavioral statisticses data；User behavior statistics in current slot and user are used the health of the behavior of mobile terminal Achievement data is presented along the first monitoring result page in mobile terminal.Fig. 2A shows according to an embodiment of the invention The schematic diagram of the first monitoring result page of mobile terminal, as shown in Figure 2 A, illustrates on the current interactive interface of mobile terminal In current slot, user is 75 using the health indicator data of the behavior of mobile terminal, and user using the total duration of application is 12.5 hours, user continuously using mobile terminal it is maximum when a length of 23 minutes, the total frequency of solution screen locking is 241 times.
After the health indicator data and/or user behavior statistics that receive server return, the side shown in Fig. 1 Method can also include：In the current slot that receives of judgement, whether user uses the health indicator data of the behavior of mobile terminal Beyond preset threshold range, it is then, to initiate to remind to user.And/or, when in the current slot for receiving server return When user is using the total duration applied, judge whether the user in the current slot exceeds first using the total duration of application Preset threshold range, is then, to initiate first to user and remind；When the user in the current slot for receiving server return cuts When changing total frequency of application, judge whether total frequency of the user's switching application in the current slot presets threshold beyond second Value scope, is then, to initiate second to user and remind；When the user in the current slot for receiving server return continuously uses During the maximum duration of mobile terminal, judge whether user in the current slot continuously uses the maximum duration of mobile terminal Beyond the 3rd preset threshold range, it is then, to initiate the 3rd to user and remind；When in the current slot for receiving server return Screen locking rest total duration when, judge screen locking rest total duration in the current slot whether beyond the 4th predetermined threshold value model Enclose, be then, the 4th to be initiated to user and reminded；When the total frequency of the solution screen locking in the current slot for receiving server return, Whether the total frequency of solution screen locking in the current slot is judged beyond the 5th preset threshold range, be then, to initiate the to user Five remind；When the user in the current slot for receiving server return uses the time of mobile terminal the latest, institute is judged Whether the latest use the time of mobile terminal beyond sixth preset threshold range, be then Xiang Yong if stating the user in current slot Initiate the 6th and remind in family.
Wherein, the either corresponding threshold range of health indicator data or the corresponding threshold value of each user behavior statistics Scope, can be arranged by user oneself, and Fig. 2 B show the schematic diagram for arranging the page according to an embodiment of the invention, figure Setting control in the first monitoring result page shown in 2A can jump to the setting page shown in Fig. 2 B after being triggered, set at this Put in the page, user can arrange the corresponding threshold range of different types of user behavior statistics, it is possible to arrange corresponding Prompting function whether open, as shown in Figure 2 B, current setting is：User will after using the total duration applied more than 4 hours Reminded, active user continuously using the maximum duration of mobile terminal more than 1 hour after to be reminded, the solution total frequency of screen locking Secondary more than 100 to be reminded, user is using the time of mobile terminal 22:30-02:To be reminded when in the range of 00.This Outward, the setting in the setting page also including white list application, the application being added will be recorded in the white name of client body In single application library, the application in the white list application library is not counted in statistics duration, and the white list application library can also be arranged on clothes Business device side.
Can be seen that from the first monitoring result page shown in Fig. 2A screen locking is also showed that in the first monitoring result page Rest control, when the screen locking rest control is triggered, mobile terminal starts the timing screen locking pattern of first scheduled time, works as institute When stating the arrival of first scheduled time, timing screen locking pattern terminates, and mobile terminal reverts to released state；In response to user described The operation for exiting timing screen locking pattern is performed when first scheduled time did not reached, and is started delay second from the operation execution time and is preset Mobile terminal is unlocked after the scheduled time.Fig. 2 C show showing for timing locking screen interface according to an embodiment of the invention It is intended to, the screen locking rest control in the first monitoring result page shown in Fig. 2A can jump to the timing shown in Fig. 2 C after being triggered Locking screen interface, mobile terminal start the timing screen locking pattern of 30min, and when 30min is reached, timing screen locking pattern terminates, mobile whole End reverts to released state, and wherein, when mobile terminal is in timing screen locking pattern, user can not be used in addition to receiving calls Other functions so that user can suspend using mobile terminal and be absorbed in other things, if user triggers the timing screen locking Unlock control in interface, then postpone 30s unblocks and come into force, to warn user to unlock the behavior of mobile terminal too early.
In another embodiment of the present invention, the method shown in Fig. 1 is further included：
Step S140, the user image evaluation information in current slot that the reception server is returned, the current time User image evaluation information in section is determined according to the user behavior statistics in the current slot.
User image evaluation information in the current slot for receiving is illustrated in mobile terminal by step S150 The second monitoring result page.
Wherein, for determining the user behavior system in the current slot of the user image evaluation information in current slot Count including：Total duration of the user using every kind of application in current slot, and/or, in current slot, user is using every Plant total frequency of application.These user behavior statistics can reflect that user has taxis for the application on mobile terminal Use, indicate user for the level of interest of different application contents；The user image evaluation information for then drawing accordingly was both Some feature interpretations can be carried out to user according to the interest of user hobby.Fig. 2 D show according to an embodiment of the invention The schematic diagram of the second monitoring result page of mobile terminal, as shown in Figure 2 D, user image evaluation information is the mad evil spirit of video, also Vivid icon corresponding with the user image evaluation information.Also illustrate in the second monitoring result page and share control and (" show off Once "), share the operation that control is triggered in response to this, the user image evaluation in the second monitoring result page is believed Breath is shared in the other application of mobile terminal, such as by channels such as wechat, circle of friends, microblogging QQ to user image evaluation information Shared, during sharing, can be illustrated using different official documents and correspondences, need to only ensure that interaction logic is correct.
For protecting the individual privacy of user, in one embodiment of the invention, the daily record for generating is uploaded by step S120 Include to server：The daily record of generation is encrypted according to predetermined encryption rule, the daily record after encryption is uploaded onto the server.
Fig. 3 shows a kind of flow process of the monitoring method of mobile terminal usage behavior in accordance with another embodiment of the present invention Figure, illustrates the implementation process of this programme from server side.As shown in figure 3, the method includes：
Step S310, receives the daily record with regard to the assigned operation event in mobile terminal of client upload, the daily record Include：The relevant information of the assigned operation event that client is listened to.
Step S320, according to the relevant information of the assigned operation event in each daily record for having been uploaded in the current statistic cycle, Obtain the user behavior statistics from the current slot of the initial time to current time in current statistic cycle.
Step S330, calculating user in current slot according to the user behavior statistics in the current slot makes With the health indicator data of the behavior of mobile terminal.
Step S340, user in the current slot is used the health indicator data is activation of behavior of mobile terminal extremely Client is shown.
It can be seen that, the method shown in Fig. 3 receives the daily record with regard to the assigned operation event in mobile terminal, according to current statistic The user behavior statistics that each daily record for having been uploaded in cycle is obtained in current slot, further according to the user behavior statistical number According to the health indicator data that user in current slot uses the behavior of mobile terminal are calculated, by the health indicator data distributing User is showed to client.Foundation this programme, the monitor log assigned operation event during user is using mobile terminal, The perform track of the assigned operation event in current slot substantially reflects the behavior rail that current slot user uses mobile phone Mark, can obtain the health indicator data that corresponding user uses the behavior of mobile terminal thus according to preset strategy, by this Health indicator data intuitively can show for the user is using the objective evaluation of the behavior of mobile terminal, to remind to user User more healthily uses mobile terminal.
In one embodiment of the invention, the assigned operation event in mobile terminal includes：Screen locking in mobile terminal/ Unblock event, and/or, the application handover event in mobile terminal；The relevant information of assigned operation event includes：Each screen locking/ The corresponding timestamp of unblock event, and/or, each apply the corresponding timestamp of handover event and/or each apply handover event In be switched to mobile terminal foreground/backstage application identification information.
On this basis, scheme one, step S320 is according to the specified behaviour in each daily record for having been uploaded in the current statistic cycle Make the relevant information of event, obtain the user's row from the current slot of the initial time to current time in current statistic cycle Include for statistics：According to the screen locking in each daily record for having been uploaded in the current statistic cycle/corresponding timestamp of unblock event, Know mobile terminal duration every time in released state in current slot, choose maximum of the mobile terminal in released state Duration, maximum duration of the mobile terminal in released state continuously use mobile terminal corresponding to user in current slot Maximum duration；According to the screen locking in each daily record for having been uploaded in the current statistic cycle/corresponding timestamp of unblock event, know Mobile terminal duration every time in screen lock state in current slot, tires out to duration of the mobile terminal in screen lock state Plus, obtain the screen locking rest total duration in current slot；According to currently according to each daily record for having been uploaded in the current statistic cycle In screen locking/corresponding timestamp of unblock event, know the total frequency of solution screen locking in current slot；And/or, according to current system Screen locking/corresponding timestamp of unblock event in each daily record for having been uploaded in the meter cycle, knows last time in current slot Screen locking/unblock event corresponding time, the time is corresponding to user the latest using the time of mobile terminal.
It can be seen that when user in current slot is continuously rested total using the maximum duration of mobile terminal, screen locking by scheme one Long, the total frequency of solution screen locking, and/or user use the time of mobile terminal to count as the user behavior in current slot the latest Data.
Scheme two, correlation of step S320 according to the assigned operation event in each daily record for having been uploaded in the current statistic cycle Information, obtains the user behavior statistical data packet from the current slot of the initial time to current time in current statistic cycle Include：According to the corresponding timestamp of application handover event in each daily record for having been uploaded in the current statistic cycle, current time is known In section, mobile terminal adds up to duration of the mobile terminal in front stage operation application every time in the duration of front stage operation application, Obtain total duration of the user using application in current slot；And/or, according in each daily record for having been uploaded in the current statistic cycle The corresponding timestamp of application handover event, know total frequency of the switching application of user in current slot.
It can be seen that total frequency of total duration and/or user switching application of the scheme two by user in current slot using application As the user behavior statistics in current slot.
In one embodiment of the invention, step S330 is according to the user behavior statistics in the current slot Calculating user in current slot is included using the health indicator data of the behavior of mobile terminal：If user makes in current slot Total duration with application is x, and screen locking rest total duration is y, and the total frequency of solution screen locking is z, then when calculating current by equation below Between health indicator data s of the user using the behavior of mobile terminal in section：S=100 × f (x, y) × g (z, x), wherein, variable f (x, y)=(y2+D)/(Cy2+x2+D), variable g (z, x)=(A) z/B, A, B, C, D are constant.Specifically, A, B, C, D can To be arranged by server end control, the value of A acquiescences is that the value that 3, D gives tacit consent to is for the value that the value that 0.98, B gives tacit consent to is 6, C acquiescences , in units of hour, these parameters are positive floating number for 2, x, y, A, B, C, D, E.
Or, step S330 is calculated according to the user behavior statistics in the current slot and is used in current slot Family is included using the health indicator data of the behavior of mobile terminal：On the basis of preset reference score value, when in current slot User using application total duration higher than it is default using duration threshold value when, deduct the first default score value；When in current slot User's switching application total frequency higher than the default switching frequency threshold value when, deduct the second default score value；When in current slot User continuously using mobile terminal maximum duration higher than it is default continuously using duration threshold value when, deduct the 3rd and preset score value； When the total frequency of solution screen locking in current slot is higher than default solution screen locking frequency threshold value, the 4th default score value is deducted；When current When user in time period is later than default time of having a rest threshold value using the time of mobile terminal the latest, the 5th default score value is deducted； When the screen locking rest total duration in current slot is higher than default screen locking duration threshold value, increase by the 6th default score value；Will be last The score value for obtaining uses the health indicator data of the behavior of mobile terminal as user in current slot.
For example, first with the minute of time as base unit, the plus-minus of basic minute is carried out, X is defaulted as and (is currently set to 300) minute (X can be controlled by high in the clouds), the time point that X is reset daily are 4:00 AM；
(1) clock of deducting points is processed：Often detained 1 minute within 1 minute using mobile phone under normal mode；Once continuous use time, exceedes Acquiescence duration B's, often detained 3 minutes using 1 minute；Total application use time exceedes acquiescence duration A's, often should using 1 minute With button 3 minutes；Often unblock more than C time once detains 3 minutes；Evening sleeps the prompting period, is often detained 3 minutes within 1 minute using mobile phone application； The deduction fraction (The Scarlet Letter part) of above scene can be controlled by server side；Several scenes occur what is overlapped above, can Compute repeatedly；Deduction of points can not be anchored to less than 0 minute.
(2) bonus point clock is processed：By system screen locking, per screen locking 1 minute, go up 1 point；" screen locking rest " is used to carry out screen locking Rise fraction to accelerate, reply 3 minutes within 1 minute per screen locking；When above scene is superimposed, fraction also go up together by superposition；Currently The final result of bonus point is no more than X minutes.
Finally, current the number of minutes is obtained after deduct points minute and bonus point clock be assumed to be Y, current health index=100/ X*Y。
In one embodiment of the invention, server can also by the user behavior statistics in current slot with In current slot, user is together sent to client using the health indicator data of the behavior of mobile terminal and is shown, its exhibition Show effect with the first monitoring result page shown in Fig. 2A.
In another embodiment of the present invention, the method shown in Fig. 3 is further included：
Step S350, determines the user image in current slot according to the user behavior statistics in current slot Evaluation information.
Step S360, the user image evaluation information in current slot is sent to client and is shown.
Wherein, in order to obtain user image evaluation information, step S320 is according to having uploaded in the current statistic cycle The relevant information of the assigned operation event in each daily record, obtains current from the initial time in current statistic cycle to current time User behavior statistics in time period includes：According to the application switching thing in each daily record for having been uploaded in the current statistic cycle The corresponding timestamp of part and be switched to mobile terminal foreground/backstage application identification information, know in current slot Each application is switched to the duration of mobile terminal front stage operation every time, is switched to mobile terminal front stage operation to each application Duration added up, obtain the total duration that user in current slot uses the application；And/or, according to the current statistic cycle The corresponding timestamp of application handover event in each daily record for inside having uploaded and be switched to mobile terminal foreground/backstage should Identification information, knows that each is using the number of times for being switched to mobile terminal foreground in current slot, and the number of times is corresponded to Total frequency that user is used using this in current slot.
It can be seen that, user in current slot is used into the total duration of every kind of application, and/or, in current slot, user makes With total frequency of every kind of application as the user behavior statistics in current slot, this user behavior statistics reflection Preference of the user to specified application, that is, reflect preference of the user to application content, thus obtained user's evaluation information Client bandwagon effect as shown in Figure 2 D.
Specifically, step S350 determines the use in current slot according to the user behavior statistics in current slot Family image appraisal information includes：
Step S351, user in current slot used application is classified.
Step S352, for the application under same classification, to user in current slot using every kind of application it is total when Length is sued for peace, and obtains the total duration that current slot user uses the application under the classification；And, to using in current slot Family is sued for peace using total frequency of every kind of application, obtains total frequency that current slot user uses the application under the classification.
Step S353, for every kind of classification, if current slot user is x ' using the total duration of the application under the classification, Current slot user is n ' using total frequency of the application under the classification, then being calculated by equation below should in current slot Classify corresponding user image score value s '：S '=E × x '+F × y ', wherein E, F are constant.
Step S354, corresponding user image score value of respectively classifying choose corresponding user image score value highest Classification；The corresponding user image evaluation information of user image score value highest classification is obtained from pre-set user image database.
Wherein, after the corresponding user image score value of each classification is obtained, if highest user image score value is more than or equal to 100 points, then, within the peak being arrived 90-99 (comprising 90 and 99) at random, other users image score value is then proportionally carried out Corresponding adjustment.
For example, pre-set user image database includes classification as shown in table 1 pass corresponding with user image evaluation information System；User a generates the user behavior statistics in current slot during using mobile phone, is united according to the user behavior Count and be calculated user a in current slot and use the behavior of mobile phone corresponding user image score value bag under each category Include：The corresponding user image score value of " chat with social " classification is 78, and " utility " corresponding user image score value of classifying is 60, the corresponding user image score value of " study with education " classification is 66, and " audio-visual audiovisual " corresponding user image score value of classifying is 82, other corresponding user image score values of respectively classifying are respectively less than 60, then choose highest user image score value 82 corresponding " audio-visual to regard Listen " classification, " audio-visual audiovisual " is found from table 1 classifies corresponding user image evaluation information for " the mad evil spirit of video ", ID is 3, color It is worth for green #40a461, there can also be the corresponding vivid icon of each user image evaluation information in the table 1, by the user's shape for obtaining As evaluation information is back to client, carry out on the mobile phone of user a such as the showing interface of Fig. 2 D, with to user's a current times Summarize and evaluate using the behavior of mobile phone in section.
Table 1
Additionally, when calculated corresponding user image score value of respectively classifying is not less than preset value such as 60 timesharing, explanation The user does not reflect addiction or interest trend of the user to application content using the behavior of mobile terminal, determines user image Evaluation information is " healthy good baby ", is back to client and is shown.
In one embodiment of the invention, above-mentioned steps S310 receive client upload with regard to the finger in mobile terminal The daily record for determining Action Events includes：According to predetermined encryption rule to client upload with regard to assigned operation in mobile terminal when Between daily record be decrypted, obtain the relevant information of the assigned operation event in the daily record.
It should be noted that the process for being analyzed calculating to daily record performed by server side can also be in mobile terminal Locally execute, and server side perform efficiency can be more excellent, therefore above-described embodiment with server side carry out daily record point What analysis was illustrated as a example by calculating.
Fig. 4 shows a kind of signal of the monitoring device of mobile terminal usage behavior according to an embodiment of the invention Figure.As shown in figure 4, the monitoring device 400 of the mobile terminal usage behavior includes：
Action listener unit 410, the assigned operation event being adapted for listening in mobile terminal are generated with regard to assigned operation event Daily record.
Interactive unit 420, is suitable to the daily record of generation uploads onto the server, by server according in the current statistic cycle The relevant information of the assigned operation event in each daily record for uploading is obtained from the initial time in current statistic cycle to current time Current slot in user behavior statistics, and according in the current slot user behavior statistics calculate Health indicator data of the user using the behavior of mobile terminal in current slot.
Show processing unit 430, be suitable to user in the current slot of the reception server return and use mobile terminal Behavior health indicator data and show.
It can be seen that, the device shown in Fig. 4 is monitored to the assigned operation event in mobile terminal, is generated with regard to assigned operation The daily record of event simultaneously uploads onto the server, and obtains current time by server according to each daily record for having been uploaded in the current statistic cycle User behavior statistics in section, calculates user in current slot further according to the user behavior statistics and uses movement The health indicator data of the behavior of terminal, by the health indicator data display to user.According to this programme, in user using movement Monitor log assigned operation event during terminal, the perform track of the assigned operation event in current slot substantially reflect Action trail of the current slot user using mobile phone, can obtain corresponding user using movement thus according to preset strategy The health indicator data of the behavior of terminal, intuitively can be shown to user by the health indicator data and use for the user The objective evaluation of the behavior of mobile terminal, to remind user more healthily to use mobile terminal.
In one embodiment of the invention, action listener unit 410, the screen locking/unblock being adapted for listening in mobile terminal Event, generates the daily record with regard to screen locking/unblock event, and the daily record includes：Each screen locking/unblock event for listening to is corresponding Timestamp；And/or, the application handover event in mobile terminal is monitored, is generated with regard to the daily record using handover event, in the daily record Including：Each for listening to is using the corresponding timestamp of handover event and is switched to the application on mobile terminal foreground/backstage Identification information.
Wherein, the user behavior statistics in the current slot includes following one or more：Current slot Interior user using application total duration, user switching application total frequency, user continuously using mobile terminal maximum duration, Screen locking rest total duration, the total frequency of solution screen locking, user are the latest using the time of mobile terminal.
Further, interactive unit 420, are further adapted for the user in the current slot of the reception server return and use While the health indicator data of the behavior of mobile terminal, the user's row in the current slot that also the reception server is returned For statistics；Show processing unit 430, be further adapted for making the user behavior statistics in current slot and user The first monitoring result page in mobile terminal is presented along with the health indicator data of the behavior of mobile terminal.
In one embodiment of the invention, show processing unit 430, be further adapted for judging in the current slot that receives Whether user exceeds preset threshold range using the health indicator data of the behavior of mobile terminal, is then, to initiate to remind to user. And/or, show processing unit 430, be further adapted for when the user in the current slot for receiving server return is using application During total duration, judge whether the user in the current slot exceeds the first preset threshold range using the total duration of application, It is then, to initiate first to user and remind；When total frequency of the user's switching application in the current slot for receiving server return When secondary, judge total frequency of user's switching application in the current slot whether beyond the second preset threshold range, be then, Second is initiated to user to remind；When the user in the current slot for receiving server return continuously uses mobile terminal most During big duration, judge that the user in the current slot continuously uses the maximum duration of mobile terminal whether default beyond the 3rd Threshold range, is then, to initiate the 3rd to user and remind；When the screen locking in the current slot for receiving server return is always rested During duration, judge that the screen locking rest total duration in the current slot, whether beyond the 4th preset threshold range, is then Xiang Yong Initiate the 4th and remind in family；When the total frequency of the solution screen locking in the current slot for receiving server return, judge described current Whether the total frequency of solution screen locking in the time period exceeds the 5th preset threshold range, is then, to initiate the 5th to user and remind；Work as reception During the time that the user in current slot returned to server uses mobile terminal the latest, judge in the current slot User whether exceed the 6th preset threshold range using the time of mobile terminal the latest, be then, to initiate the 6th to user and remind.
Wherein, show processing unit 430, be further adapted for controlling in the first monitoring result page presentation screen locking rest Part, when the screen locking rest control is triggered, mobile terminal starts the timing screen locking pattern of first scheduled time, when described first When the scheduled time reaches, timing screen locking pattern terminates, and mobile terminal reverts to released state；It is pre- described first in response to user Fix time and when not reaching, perform the operation for exiting timing screen locking pattern, start to postpone the second default pre- timing from the operation execution time Between after mobile terminal is unlocked.
In another embodiment, interactive unit 420, are further adapted in the current slot of the reception server return User image evaluation information, the user image evaluation information in the current slot are according to the use in the current slot Family behavioral statisticses data and determine；Show processing unit 430, be further adapted in the current slot that will receive User image evaluation information is illustrated in the second monitoring result page of mobile terminal.Wherein, the user in the current slot Behavioral statisticses data include：Total duration of the user using every kind of application in current slot, and/or, user in current slot Using total frequency of every kind of application.
In one embodiment of the invention, show processing unit 430, be further adapted in the second monitoring result page Face shows shares control, shares the operation that control is triggered in response to this, by the user's shape in the second monitoring result page As evaluation information is shared in the other application of mobile terminal.
In one embodiment of the invention, interactive unit 420, are suitable to enter the daily record of generation according to predetermined encryption rule Row encryption, the daily record after encryption is uploaded onto the server.
It should be noted that each embodiment of the device shown in Fig. 4 is corresponding identical with each embodiment shown in Fig. 1-Fig. 2, Hereinbefore describe in detail, will not be described here.
Fig. 5 shows a kind of signal of the monitoring server of mobile terminal usage behavior according to an embodiment of the invention Figure.As shown in figure 5, the monitoring server 500 of the mobile terminal usage behavior includes：
Daily record receiving unit 510, is suitable to receive the day with regard to the assigned operation event in mobile terminal of client upload Will, the daily record include：The relevant information of the assigned operation event that client is listened to.
Dissection process unit 520, is suitable to according to the assigned operation event in each daily record for having been uploaded in the current statistic cycle Relevant information, obtain from the current slot of the initial time to current time in current statistic cycle user behavior statistics Data；User in current slot is calculated according to the user behavior statistics in the current slot and uses mobile terminal The health indicator data of behavior.
As a result feedback unit 530, are suitable to refer to user in the current slot using the health of the behavior of mobile terminal Mark data is activation is shown to client.
It can be seen that, the server shown in Fig. 5 receives the daily record with regard to the assigned operation event in mobile terminal, according to current system The user behavior statistics that each daily record for having been uploaded in the meter cycle is obtained in current slot, counts further according to the user behavior Data calculate the health indicator data that user in current slot uses the behavior of mobile terminal, by under the health indicator data It is sent to client and shows user.According to this programme, the monitor log assigned operation thing during user is using mobile terminal Part, the perform track of the assigned operation event in current slot substantially reflect the behavior that current slot user uses mobile phone Track, can obtain the health indicator data that corresponding user uses the behavior of mobile terminal thus according to preset strategy, pass through The health indicator data intuitively can show for the user is using the objective evaluation of the behavior of mobile terminal, to carry to user Awake user more healthily uses mobile terminal.
Wherein, the assigned operation event in mobile terminal includes：Screen locking in mobile terminal/unblock event, and/or, move Application handover event in dynamic terminal；The relevant information of assigned operation event includes：Each screen locking/unblock event corresponding time Stamp, and/or, each using the corresponding timestamp of handover event and/or each using being switched to mobile terminal in handover event The identification information of the application on foreground/backstage.
Specifically, on the one hand, dissection process unit 520, it is suitable to according in each daily record for having been uploaded in the current statistic cycle Screen locking/corresponding timestamp of unblock event, know the duration of mobile terminal in current slot every time in released state, choosing Maximum duration of the mobile terminal in released state is taken, maximum duration of the mobile terminal in released state is corresponding to current In time period, user is continuously using the maximum duration of mobile terminal；According to the lock in each daily record for having been uploaded in the current statistic cycle Screen/corresponding the timestamp of unblock event, knows mobile terminal duration every time in screen lock state in current slot, to movement Duration of the terminal in screen lock state is added up, and obtains the screen locking rest total duration in current slot；According to current basis Screen locking/corresponding timestamp of unblock event in each daily record for having been uploaded in the current statistic cycle, knows in current slot The total frequency of solution screen locking；And/or, according to the screen locking in each daily record for having been uploaded in the current statistic cycle/unblock event it is corresponding when Between stab, know last time screen locking in current slot/unblock event corresponding time, the time is used the latest corresponding to user The time of mobile terminal；Dissection process unit 520, be suitable to by user in current slot continuously use mobile terminal it is maximum when Length, screen locking rest total duration, the total frequency of solution screen locking, and/or user use the time of mobile terminal the latest as current slot Interior user behavior statistics.
On the other hand, dissection process unit 520, is suitable to according to the application in each daily record for having been uploaded in the current statistic cycle The corresponding timestamp of handover event, knows that mobile terminal is every time in the duration of front stage operation application in current slot, to movement Terminal is added up in the duration of front stage operation application, obtains total duration of the user using application in current slot；And/or, According to the corresponding timestamp of application handover event in each daily record for having been uploaded in the current statistic cycle, know in current slot Total frequency of user's switching application；Dissection process unit 520, is suitable to user in current slot using the total duration applied And/or total frequency of user's switching application is used as the user behavior statistics in current slot.
Further, dissection process unit 520, is suitable to set in current slot user using the total duration of application as x, locks Screen rest total duration is y, and it is z to solve the total frequency of screen locking, then by user in equation below calculating current slot using mobile whole Health indicator data s of the behavior at end：S=100 × f (x, y) × g (z, x), wherein, variable f (x, y)=(y2+D)/(Cy2+ X2+D), variable g (z, x)=(A) z/B, A, B, C, D are constant.
And/or, dissection process unit 520 is suitable on the basis of preset reference score value, as the user in current slot During using the total duration of application higher than presetting using duration threshold value, the first default score value is deducted；As the user in current slot When total frequency of switching application is higher than default switching frequency threshold value, the second default score value is deducted；As the user in current slot When the maximum duration for continuously using mobile terminal is higher than to preset continuously to use duration threshold value, deduction the 3rd presets score value；When current When the total frequency of solution screen locking in time period is higher than default solution screen locking frequency threshold value, the 4th default score value is deducted；Work as current slot When interior user is later than default time of having a rest threshold value using the time of mobile terminal the latest, the 5th default score value is deducted；When current When screen locking rest total duration in time period is higher than default screen locking duration threshold value, increase by the 6th default score value；Dissection process unit 520, the score value for being suitable to finally obtain uses the health indicator data of the behavior of mobile terminal as user in current slot.
And, in one embodiment of the invention, as a result feedback unit 530, are further adapted in current slot User behavior statistics together sent using the health indicator data of the behavior of mobile terminal with user in current slot It is shown to client.
In one embodiment of the invention, dissection process unit 520, is further adapted for according to the use in current slot Family behavioral statisticses data determine the user image evaluation information in current slot；By the user image evaluation in current slot Information sends to client and is shown.
Specifically, dissection process unit 520, is suitable to be cut according to the application in each daily record for having been uploaded in the current statistic cycle Change the corresponding timestamp of event and be switched to the identification information of the application on mobile terminal foreground/backstage, know current time In section, each application is switched to the duration of mobile terminal front stage operation every time, is switched to mobile terminal foreground to each application The duration of operation is added up, and obtains the total duration that user in current slot uses the application；And/or, according to current statistic The corresponding timestamp of application handover event in each daily record for having been uploaded in cycle and it is switched to mobile terminal foreground/backstage Application identification information, know that each application in current slot is switched to the number of times on mobile terminal foreground, the number of times pair The total frequency that should be used using this in user in current slot；Dissection process unit 520, is suitable to user in current slot Using the total duration of every kind of application, and/or, in current slot, user uses total frequency of every kind of application as current slot Interior user behavior statistics.
Further, dissection process unit 520, is suitable to user in current slot used application is classified； For the application under same classification, user in current slot is sued for peace using the total duration of every kind of application, is worked as Total duration of the front time period user using the application under the classification；And, to user in current slot using every kind of application Total frequency is sued for peace, and obtains total frequency that current slot user uses the application under the classification；Dissection process unit 520, It is suitable to set current slot user using the total duration of the application under the classification as x ', current slot user is using under the classification Application total frequency be n ', then by equation below calculate current slot in the corresponding user image score value s ' of the classification： S '=E × x '+F × y ', wherein E, F are constant；Respectively classify corresponding user image score value, choose corresponding user's shape As score value highest is classified；The corresponding user's shape of user image score value highest classification is obtained from pre-set user image database As evaluation information.
In one embodiment of the invention, daily record receiving unit 510, is suitable to according to predetermined encryption rule in client The daily record with regard to the assigned operation time in mobile terminal for passing is decrypted, the assigned operation event in the acquisition daily record Relevant information.
It should be noted that each embodiment of Fig. 5 shown devices is corresponding identical with each embodiment shown in Fig. 2-Fig. 3, it is front It is described in detail in text, is will not be described here.
Fig. 6 shows a kind of signal of the monitoring system of mobile terminal usage behavior according to an embodiment of the invention Figure.As shown in fig. 6, the monitoring system 600 of the mobile terminal usage behavior includes：The monitoring device of mobile terminal usage behavior 610, and, the monitoring server 620 of mobile terminal usage behavior.
Wherein, the monitoring device 610 of mobile terminal usage behavior is filled with the monitoring of mobile terminal usage behavior described previously Put 400 corresponding identical, the monitorings for monitoring server 620 and mobile terminal usage behavior described previously of mobile terminal usage behavior The correspondence of server 500 is identical, hereinbefore describes in detail, will not be described here.
In sum, in the technical scheme that the present invention is provided, client is entered to the assigned operation event in mobile terminal Row monitor, generate with regard to assigned operation event daily record and upload onto the server, by server according in the current statistic cycle The each daily record for uploading obtains the user behavior statistics in current slot, calculates further according to the user behavior statistics The health indicator data display is given by health indicator data of the user using the behavior of mobile terminal in current slot, client User.According to this programme, the monitor log assigned operation event during user is using mobile terminal, in current slot The perform track of assigned operation event substantially reflects the action trail that current slot user uses mobile phone, thus according to default Strategy can obtain the health indicator data that corresponding user uses the behavior of mobile terminal, can be with by the health indicator data Intuitively show for the user is using the objective evaluation of the behavior of mobile terminal, to remind user more healthily to make to user Use mobile terminal.
It should be noted that：
Algorithm and display be not inherently related to any certain computer, virtual bench or miscellaneous equipment provided herein. Various fexible units can also be used together based on teaching in this.As described above, construct required by this kind of device Structure be obvious.Additionally, the present invention is also not for any certain programmed language.It is understood that, it is possible to use it is various Programming language realizes the content of invention described herein, and the description done to language-specific above is to disclose this Bright preferred forms.
In specification mentioned herein, a large amount of details are illustrated.It is to be appreciated, however, that the enforcement of the present invention Example can be put into practice in the case where not having these details.In some instances, known method, structure is not been shown in detail And technology, so as not to obscure the understanding of this description.
Similarly, it will be appreciated that in order to simplify the disclosure and help understand one or more in each inventive aspect, exist Above to, in the description of the exemplary embodiment of the present invention, each feature of the present invention is grouped together into single enforcement sometimes In example, figure or descriptions thereof.However, should the method for the disclosure be construed to reflect following intention：I.e. required guarantor The more features of feature is expressly recited in each claim by the application claims ratio of shield.More precisely, such as following Claims it is reflected as, inventive aspect is less than all features of single embodiment disclosed above.Therefore, Thus the claims for following specific embodiment are expressly incorporated in the specific embodiment, wherein each claim itself All as the separate embodiments of the present invention.
Those skilled in the art are appreciated that can be carried out adaptively to the module in the equipment in embodiment Change and they are arranged in one or more different from embodiment equipment.Can be the module in embodiment or list Unit or component are combined into a module or unit or component, and can be divided in addition multiple submodule or subelement or Sub-component.In addition at least some in such feature and/or process or unit is excluded each other, can adopt any Combination is disclosed to all features disclosed in this specification (including adjoint claim, summary and accompanying drawing) and so to appoint Where all processes or unit of method or equipment are combined.Unless expressly stated otherwise, this specification (includes adjoint power Profit is required, summary and accompanying drawing) disclosed in each feature can it is identical by offers, be equal to or the alternative features of similar purpose carry out generation Replace.
Although additionally, it will be appreciated by those of skill in the art that some embodiments described herein include other embodiments In some included features rather than further feature, but the combination of the feature of different embodiments means in of the invention Within the scope of and form different embodiments.For example, in the following claims, embodiment required for protection appoint One of meaning can in any combination mode using.
The present invention all parts embodiment can be realized with hardware, or with one or more processor operation Software module realize, or with combinations thereof realize.It will be understood by those of skill in the art that can use in practice Microprocessor or digital signal processor (DSP) are realizing a kind of mobile terminal usage behavior according to embodiments of the present invention The some or all functions of some or all parts in monitoring device, server and system.The present invention can also be realized It is for performing some or all equipment of method as described herein or program of device (for example, computer program And computer program).Such program for realizing the present invention can be stored on a computer-readable medium, or can have There is the form of one or more signal.Such signal can be downloaded from internet website and be obtained, or in carrier signal Upper offer, or provided with any other form.
It should be noted that above-described embodiment the present invention will be described rather than limits the invention, and ability Field technique personnel can design alternative embodiment without departing from the scope of the appended claims.In the claims, Any reference symbol between bracket should not be configured to limitations on claims.Word "comprising" is not excluded the presence of not Element listed in the claims or step.Word "a" or "an" before element does not exclude the presence of multiple such Element.The present invention can come real by means of the hardware for including some different elements and by means of properly programmed computer It is existing.If in the unit claim for listing equipment for drying, several in these devices can be by same hardware branch To embody.The use of word first, second, and third does not indicate that any order.These words can be explained and be run after fame Claim.

Claims (10)

1. a kind of monitoring method of mobile terminal usage behavior, wherein, the method includes：
The assigned operation event in mobile terminal is monitored, the daily record with regard to assigned operation event is generated；
The daily record of generation is uploaded onto the server, by server according to specifying in each daily record for having been uploaded in the current statistic cycle The relevant information of Action Events obtains the user from the current slot of the initial time to current time in current statistic cycle Behavioral statisticses data, and user's use in current slot is calculated according to the user behavior statistics in the current slot The health indicator data of the behavior of mobile terminal；
The reception server return the current slot in user using the behavior of mobile terminal health indicator data and open up Show.
2. assigned operation event the method for claim 1, wherein in the monitoring mobile terminal, generates with regard to referring to The daily record for determining Action Events includes：
Screen locking/unblock the event in mobile terminal is monitored, the daily record with regard to screen locking/unblock event is generated, the daily record includes：Prison Each screen locking heard/corresponding timestamp of unblock event；
And/or,
The application handover event in mobile terminal is monitored, is generated with regard to the daily record using handover event, the daily record includes：Monitor To each using the corresponding timestamp of handover event and the application for being switched to mobile terminal foreground/backstage mark believe Breath.
3. method as claimed in claim 2, wherein, the user behavior statistics in the current slot includes following one Plant or various：
User in current slot switches total frequency of application, user continuously using movement using the total duration, user applied The maximum duration of terminal, screen locking rest total duration, the total frequency of solution screen locking, user are the latest using the time of mobile terminal.
4. a kind of monitoring method of mobile terminal usage behavior, wherein, the method includes：
The daily record with regard to the assigned operation event in mobile terminal of client upload is received, the daily record includes：Client The relevant information of the assigned operation event for listening to；
According to the relevant information of the assigned operation event in each daily record for having been uploaded in the current statistic cycle, obtain from current statistic User behavior statistics in the current slot of the initial time in cycle to current time；
User in current slot is calculated according to the user behavior statistics in the current slot and uses mobile terminal The health indicator data of behavior；
User in the current slot is opened up to client using the health indicator data is activation of the behavior of mobile terminal Show.
5. method as claimed in claim 4, wherein,
Assigned operation event in mobile terminal includes：Screen locking in mobile terminal/unblock event, and/or, in mobile terminal Using handover event；
The relevant information of assigned operation event includes：Each screen locking/corresponding timestamp of unblock event, and/or, each application is cut Change the corresponding timestamp of event and/or each using the application for being switched to mobile terminal foreground/backstage in handover event mark Knowledge information.
6. a kind of monitoring device of mobile terminal usage behavior, wherein, the device includes：
Action listener unit, the assigned operation event being adapted for listening in mobile terminal generate the daily record with regard to assigned operation event；
Interactive unit, be suitable to the daily record of generation uploads onto the server, by server according to having been uploaded in the current statistic cycle The relevant information of the assigned operation event in each daily record obtains current from the initial time in current statistic cycle to current time User behavior statistics in time period, and when calculating current according to the user behavior statistics in the current slot Between health indicator data of the user using the behavior of mobile terminal in section；
Show processing unit, be suitable to the behavior that user in the current slot of the reception server return uses mobile terminal Health indicator data simultaneously show.
7. device as claimed in claim 6, wherein,
The action listener unit, the screen locking/unblock event being adapted for listening in mobile terminal are generated with regard to screen locking/unblock event Daily record, the daily record includes：Each screen locking for the listening to/corresponding timestamp of unblock event；And/or, monitor mobile terminal In application handover event, generate with regard to the daily record using handover event, the daily record includes：Each the application switching for listening to The corresponding timestamp of event and be switched to mobile terminal foreground/backstage application identification information.
8. a kind of monitoring server of mobile terminal usage behavior, wherein, the server includes：
Daily record receiving unit, is suitable to receive the daily record with regard to the assigned operation event in mobile terminal of client upload, described Daily record includes：The relevant information of the assigned operation event that client is listened to；
Dissection process unit, is suitable to the correlation letter according to the assigned operation event in each daily record for having been uploaded in the current statistic cycle Breath, obtains the user behavior statistics from the current slot of the initial time to current time in current statistic cycle；Root According to user in the user behavior statistics calculating current slot in the current slot using the behavior of mobile terminal Health indicator data；
As a result feedback unit, is suitable to use the health indicator data of the behavior of mobile terminal to send out user in the current slot Deliver to client to be shown.
9. server as claimed in claim 8, wherein,
Assigned operation event in mobile terminal includes：Screen locking in mobile terminal/unblock event, and/or, in mobile terminal Using handover event；
The relevant information of assigned operation event includes：Each screen locking/corresponding timestamp of unblock event, and/or, each application is cut Change the corresponding timestamp of event and/or each using the application for being switched to mobile terminal foreground/backstage in handover event mark Knowledge information.
10. a kind of monitoring system of mobile terminal usage behavior, wherein, the system includes：Such as any one of claim 6-7 institute The device stated, and, the server as any one of claim 8-9.
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