CN109460965A - A method of obtaining terminal user's daily schedule - Google Patents
A method of obtaining terminal user's daily schedule Download PDFInfo
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- CN109460965A CN109460965A CN201811178170.3A CN201811178170A CN109460965A CN 109460965 A CN109460965 A CN 109460965A CN 201811178170 A CN201811178170 A CN 201811178170A CN 109460965 A CN109460965 A CN 109460965A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/10—Office automation; Time management
- G06Q10/109—Time management, e.g. calendars, reminders, meetings or time accounting
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
- H04M1/72451—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to schedules, e.g. using calendar applications
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
- H04M1/72454—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to context-related or environment-related conditions
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Abstract
The present invention relates to a kind of methods for obtaining terminal user's daily schedule, comprising: step S100, if the first state data of the terminal acquisition meet the first preset condition in the first preset period of time (t11, t12), then executing step S200;Step S200, if the second status data of the terminal acquisition meets the second preset condition in the second preset period of time (t21, t22), then executing step S300;Step S300, if previous terminal screen locking time or the terminal closedown time T1 ∈ [T11 of t11, T12], the latter terminal solution screen time of t12 or terminal available machine time T2 ∈ [T21, T22], and T2-T1 ∈ [Δ T1, Δ T2], so according to T1 and T2, terminal user's daily schedule is determined;Wherein, the first preset condition of the first state data satisfaction includes: terminal disconnection network connection or terminal closedown or terminal screen locking and gyroscope does not rotate;It includes: that terminal be in charged state and terminal power is 100% that second state, which meets the second preset condition,;T11 < t12 was respectively the first and second time point, and t21 < t22 is respectively third and fourth time point, and T11 < T12 < T21 < T22 is respectively the five, the six, seven, eight time points, and Δ T1 and Δ T2 are respectively sleeping time lower threshold value and sleeping time upper threshold value.
Description
Technical field
The present invention relates to the information processing technology more particularly to the operation information processing methods of terminal user a kind of.
Background technique
Extensive use has been obtained in intelligent mobile terminal, also have investigation statistics show there are more user have sleep
Browsing or operating handset content before feeling (such as browsing news, video, play game) and in the habit charged the phone during sleep, and
And more users can first open mobile phone after wakeing up in the morning.For leaving the user of this kind of habit, in the prior art, go out
The existing mobile terminal operation information according to user is come the method that obtains user's daily schedule.Such as patent document
CN108024014A discloses according to the screen shut-in time method for obtaining user's time for falling asleep, patent document
CN107566257A is disclosed can be using the time that user terminal screen last time is closed as the content of user's time for falling asleep.
And according only to the method for screen locking data acquisition user's time for falling asleep in certain time period, the user for making it possible to obtain, which works and rests, to be believed
Breath is few (during only falling asleep, time of getting up, sleep duration are all unclear).Patent document CN106096228A disclose according to
The charge data at family determines longest in one day fill come the content of the information such as the sleeping time, the duration that calculate user first
Electric time slice, in the charging time segment, by the time at the time point of gyroscope setting in motion and gyroscope stop motion
Sleep duration of the difference of point as user.However, due in one day longest charging time segment be not necessarily user at night
The time of sleep, therefore the accuracy of this method is lower.
Summary of the invention
In order to solve the above technical problems, the invention discloses a kind of methods for obtaining terminal user's daily schedule, comprising: step
Rapid S100, if the first state data satisfaction first of the terminal acquisition is default in the first preset period of time (t11, t12)
Condition, then executing step S200;Step S200, if the terminal acquisition in the second preset period of time (t21, t22)
Second status data meets the second preset condition, then executing step S300;Step S300, if the previous terminal of t11 is locked
Shield time or terminal closedown time T1 ∈ [T11, T12], the latter terminal solution screen time of t12 or terminal available machine time T2
∈ [T21, T22], and T2-T1 ∈ [Δ T1, Δ T2], then determining terminal user's daily schedule according to T1 and T2;Wherein, institute
Stating first state data to meet the first preset condition includes: that terminal disconnects network connection or terminal closedown or terminal screen locking
And gyroscope does not rotate;It includes: that terminal is in charged state and terminal power is that second state, which meets the second preset condition,
100%;T11 < t12 was respectively the first and second time point, and t21 < t22 is respectively third and fourth time point, and T11 < T12 < T21 < T22 divides
Not Wei the five, the six, seven, eight time points, Δ T1 and Δ T2 are respectively sleeping time lower threshold value and sleeping time upper threshold value.
Detailed description of the invention
Fig. 1 is the flow chart for the method that the present invention obtains terminal user's daily schedule.
Specific embodiment
To make the object, technical solutions and advantages of the present invention clearer, the present invention will be made further in conjunction with attached drawing
Detailed description.This description is to describe specific implementation consistent with the principles of the present invention by way of example, and not limitation
Mode, the description of these embodiments is detailed enough, so that those skilled in the art can practice the present invention, is not being taken off
Other embodiments can be used in the case where from scope and spirit of the present invention and can change and/or replace each element
Structure.Therefore, the following detailed description should not be understood from restrictive sense.
The present invention provides a kind of methods for obtaining terminal user's daily schedule.According to the present invention, mobile terminal can be with object
The equipment that reason is embodied as smart phone, PAD etc..As known to those skilled in the art, the parameters such as model, specification of mobile terminal are not
Influence protection scope of the present invention.
It will be understood by those skilled in the art that mobile terminal itself includes can be used for obtaining itself status data more
Kind interface, terminal can obtain terminal status data corresponding with the interface by calling corresponding interface.Art technology
Personnel are further appreciated that in the terminal include interface for obtaining the mobile terminal present battery status data,
The battery status data includes the current battery charge of battery and whether present battery is charged state.Art technology
Personnel are it is found that can obtain the current status data of the battery by calling present battery status data-interface.
Fig. 1 is the flow chart for the method that the present invention obtains terminal user's daily schedule.In Fig. 1, this method comprises:
Step S100, if the first state data of the terminal acquisition are full in the first preset period of time (t11, t12)
The first preset condition of foot, then executing step S200.Wherein, t11 < t12 is respectively the first and second time point, the first state
It includes: that terminal disconnects network connection or terminal closedown or terminal screen locking and gyroscope not that data, which meet the first preset condition,
Rotation.Since mobile phone would generally be set to state of flight, shutdown either screen locking by user during sleep at night and be placed in one
Therefore position detects whether the mobile terminal meets above-mentioned state in this step first, if do not met, illustrate institute
Stating mobile terminal is active state, and there is no fall asleep at this time by user.
Step S200, if the second status data of the terminal acquisition is full in the second preset period of time (t21, t22)
The second preset condition of foot, then executing step S300.Wherein, t21 < t22 is respectively third and fourth time point, second state
Meeting the second preset condition includes: that be in charged state and terminal power be 100% to terminal.If user fills during sleep at night
Electricity, can make that the battery status of the mobile terminal within a certain period of time is charged state and electricity is 100%, therefore at this
The daily schedule of user is judged in step further combined with battery status data.
In one embodiment, first preset period of time is different with second preset period of time, i.e. and t11 ≠
T21, t12 ≠ t22, but the cross events section U of first preset period of time and second preset period of time is not empty.
Then at this time after above-mentioned two step it is found that the mobile terminal had both met the first default item in the cross events section U
Part, and meet the second preset condition, such as t21=1:00, t22=4:00, t11=0:00, t12=4:30 or t21=1:
00, t22=4:00, t11=2:00, t12=4:30.It is highly preferred that first preset period of time and described second is preset
Time cycle is identical, i.e. t11=t21, t12=t22.For example, t11=t21=1:00, the t12=t22=4:00, at this time
After above two step, the mobile terminal had not only met the first preset condition in (1:00,4:00), but also met second and preset
Condition.
Specifically, in the present invention, the first state data and second status data are synchronous acquisitions.Its
In, the mobile terminal or the third party SDK being arranged in the terminal software APP are according to described in predeterminated frequency synchronous acquisition
One status data and second status data, and save the collected first state data and second status number
According to so that subsequent calculating user's daily schedule uses.Save the format of the first state data and second status data
Can there are many, such as common log form etc., it will be understood by those skilled in the art that save the first state data and
The format of second status data does not influence protection scope of the present invention.
Step S300, if the previous terminal screen locking time of t11 or terminal closedown time T1 ∈ [T11, T12], t12
The latter terminal solution screen time or terminal available machine time T2 ∈ [T21, T22], and T2-T1 ∈ [Δ T1, Δ T2], then root
According to T1 and T2, terminal user's daily schedule is determined.Wherein, T11 < T12 < T21 < T22 is respectively the five, the six, seven, eight time points,
Δ T1 and Δ T2 is respectively sleeping time lower threshold value and sleeping time upper threshold value.Specifically, not due to the first preset period of time
It is certain identical with the second preset period of time, therefore in order to obtain operating time information and behaviour when getting up when accurate terminal is fallen asleep
Make temporal information, such as unused time, the screen locking time of user, (usually first flight terminal was locked again when due to user's flight terminal
Allow terminal voluntarily screen locking after screen or flight terminal, thus select the screen locking time as falling asleep when operating time letter
Breath), the available machine time, solution screen the time (user's getting up early will close state of flight, need first solve screen), respectively select first it is default when
Between the period two endpoints as search starting point, to obtain the T1 and T2 of the mobile terminal.Further, in this step, lead to
It crosses T1, T2 and T2-T1 to be defined, the daily schedule of terminal user can be more precisely computed out.For example, when obtaining terminal
The solution screen time of user or available machine time T2 are 7:00, when screen locking time or unused time T1 are 23:00, by judging the T2
And whether the T1 and the time difference between them meet above-mentioned each qualifications, can determine the daily schedule of the user.
Preferably, the t11 in the step S300 being replaced with max (t11, t21), t12 replaces with min (t12, t22),
To obtain accurate user's screen locking time (or unused time), user's Xie Ping time (or available machine time).
Specifically, user's daily schedule includes that user's time for falling asleep and user get up the time, and user's time for falling asleep is
The function F1 (T1) of screen locking time or unused time T1, user get up the time be solution screen the time or the available machine time function F2
(T2).In one embodiment, F1 (T1)=T1, F2 (T2)=T2 think that the time of getting up of the user is T2, user's enters
Sleeping the time is T1.In another embodiment, F1 (T1)=T1+K, F2 (T2)=T2, wherein K is empirical, preferably value model
It encloses 5-20 minutes, that is, thinks that time for falling asleep is after screen locking or postboost a period of time, and the time of getting up the time or opens for solution screen
Machine time, the i.e. movement in the presence of solution screen or booting mean that user has waken up.With CN108024014A and CN107566257A
Disclosed in technology compare, by using empirical constants K so that time for falling asleep more meets the objective natural law of user's sleep,
So that the time for falling asleep determined is more accurate.
Further, user's daily schedule can also include user's sleep duration F2 (T2)-F1 (T1).Reality above-mentioned
It applies in example, the T2-T1 is user sleep duration or T2-T1-K is user sleep duration.
In one embodiment, the first time point t11, the second time point t12, third time point t21, the 4th time point
It is t22, the 5th time point T11, the 6th time point T12, the 7th time point T21, the 8th time point T22, described
Sleeping time lower threshold value Δ T1 and/or the sleeping time upper threshold value Δ T2 rule of thumb estimate determination.It is preferable that according to
The probability statistics model of crowd's sleeping time survey data (such as data existing in the prior art) determines;It is furthermore preferred that root
Aforementioned each time point and threshold value are determined according to the normal distribution model of sleeping time.Preferred threshold value be set as (t11, t12)=(2:
00,4:30), (t21, t22)=(1:00,4:00), [T11, T12]=[20:00-24:00] ∪ [0:00-2:00], [T21,
T22]=[5:00-11:00], [Δ T1, Δ T2]=[4 hours, 12 hours].
In summary content is it is found that by judge that mobile terminal at the appointed time meets when specific user falls asleep end in section
End state, so determined terminal described in user's operation the solution screen time (or unused time) and the screen locking time (or booting when
Between), by solution screen time (or unused time), screen locking time (or available machine time) and the limit of time difference between the two
System more precisely calculates the time for falling asleep of user, gets up time and sleep duration multiple user's daily schedules, accuracy
It is high.
Preferably, user's daily schedule is uploaded to clothes by the third party SDK being integrated in the terminal software APP
Business end, in order to count the user more accurate daily schedule.
As known to those skilled in the art, method of the invention can be realized at the terminal, i.e. the first shape of mobile terminal records
State data and the second status data simultaneously obtain the daily schedule;Method of the invention can also realize in server-side, i.e. mobile terminal
By the first state data of record and the second status data transfers to server-side, the daily schedule is obtained by server-side.
Currently preferred aspect realizes the method that step S100 is constituted to step S300 by server-side.Server-side storage
When the mapping relations and crowd's type identification for having terminal TID (unique identification of terminal) and crowd's type identification are with described first
Between point t11, second time point t12, third time point t21, the 4th time point t22, the 5th time point
T11, the 6th time point T12, the 7th time point T21, the 8th time point T22, the sleeping time lower threshold value
The mapping relations of Δ T1 and the sleeping time upper threshold value Δ T2.As known to those skilled in the art, mapping relations can be with physics reality
It is now the part field or other physical store forms in the prior art of table or table in relational database.
In the preferred aspect, mobile terminal by terminal TID, first state data and the second status data transfers to service
End.In order to improve the accuracy of user's daily schedule, server-side can also include: before step S100
Step S001 inquires corresponding crowd's type identification according to the terminal TID.
Step S002, according to crowd's type identification, is obtained corresponding if inquiring corresponding crowd's type identification
First time point t11, the second time point t12, third time point t21, the 4th time point t22, the 5th time point T11, described
Six time point T12, the 7th time point T21, the 8th time point T22, the sleeping time lower threshold value Δ T1 and described
Sleeping time upper threshold value Δ T2.
Step S003 makes if not inquiring corresponding crowd's type identification (such as query result is Null)
With preset first time point t11, the second time point t12, third time point t21, the 4th time point t22, the 5th time point
T11, the 6th time point T12, the 7th time point T21, the 8th time point T22, the sleeping time lower threshold value
The Δ T1 and sleeping time upper threshold value Δ T2;For example, [T11, T12]=[20:00-24:00] ∪ [0:00-2:00], [T21,
T22]=[5:00-11:00], [Δ T1, Δ T2]=[4 hours, 12 hours].
Illustratively, crowd's type identification is for example including old user, young user etc..Old user service end is deposited
Storing up user's sleep screen locking time or unused time threshold range is [20:00,22:00], and for young user, server-side is stored into
It sleeps the screen locking time or unused time threshold range is [22:30,23:00], the sleep duration threshold range of the old user of storage
For [5 hours, 7 hours], and the sleep duration threshold range of the young user stored is [9 hours, 11 hours], etc..Ability
Field technique personnel know that crowd's type identification may have tens to several hundred items, and old user and young user are only wherein
Example, be not meant to protection scope of the present invention be confined to old user and youth with two kinds;Moreover, each time point and threshold
Value setting it is also preferred that the probability statistics according to crowd's sleeping time survey data (such as data existing in the prior art)
Model determines.
Since server-side can store and using aforementioned two kinds of mapping relations so that server-side can be according to difference
Type different time point and threshold value is respectively set, user's daily schedule of acquisition is more accurate.
In another improved embodiment, server-side is also by the corresponding first time point t11 of terminal TID, the second time point
T12, third time point t21, the 4th time point t22, the 5th time point T11, the 6th time point T12, the 7th time
Point T21, the 8th time point T22, the sleeping time lower threshold value Δ T1 and the sleeping time upper threshold value Δ T2 are synchronized to
Terminal, so that terminal can also reach identical technical effect.
In another embodiment of the present invention, in order to further increase the accuracy of user's daily schedule, in step
Can also include a pre-treatment step before S100, which specifically includes:
Step S01 obtains all first state data of the terminal in a period of time.Wherein described a period of time can root
It is configured, such as may be configured as 24 hours, 12 hours etc. according to needs.
Step S02 uses screen locking shape if the solution screen state duration length of the terminal is not more than first threshold
State replaces the solution screen state.Such as in all first state data of acquisition, during [00:59,1:00], the terminal
To solve screen state, then the solution screen state duration length that can calculate the terminal is 1 minute, when the time duration is less than
When first threshold, which is covered by screen lock state, at this point, the terminal can be obtained during [00:59, the 1:00]
It also is screen lock state.
Step S03 is not revolved if a gyroscope spinning time duration length is not more than second threshold using gyroscope
Revolution is according to the replacement gyroscope spin data.Such as in all first state data of acquisition, wherein the gyroscope exists
It is rotation status during [01:59,02:00], then the gyroscope spinning time duration length that can calculate the terminal is 1 point
Clock, when the time duration is less than second threshold, which is covered by the non-spin data of gyroscope, this
When, the gyroscope that the terminal can be obtained also is non-rotation status during [01:59, the 02:00].Therefore, process is above-mentioned
Pre-treatment step, some transiences during user can sleep check that time, terminal surprisingly voluntarily fall etc. behavioral datas filter
It removes, so that the user's daily schedule finally calculated is more acurrate.
Wherein, the first threshold can be usually no more than 3 minutes with self-setting;Preferably, the first threshold can be with
For the default screen locking duration of mobile terminal setting.The second threshold can be with self-setting, it is preferable that the second threshold
It is identical with the first threshold.
As shown in the above, by being pre-processed to all first state data of acquisition, user can be eliminated and existed
The interference that some transience terminal operations during rest or the accidental movement of terminal etc. judge user's daily schedule improves
Calculate the accuracy of user daily schedule.
In one more embodiment of the present invention, first state data and the second status data are uploaded to server-side, so as to
The daily schedule of terminal user is obtained in server-side.Specifically, according to the present invention, server-side can be a service with physics realization
End, also can be implemented as include multiple server-sides server-side group.As known to those skilled in the art, the model of server-side, rule
The parameters such as lattice have no effect on protection scope of the present invention.
By calculating the daily schedule of user in server-side, the slack resources of server-side can be made full use of, are reduced to end
The occupancy and consumption for holding storage resource itself, computing resource etc. are also convenient for managing the terminal status data of the terminal user concentratedly
For subsequent use.
Specifically, the terminal uploads the first state data and the second status data in a daily specified time.
Specifically, the terminal uploads first state data and the second status data after being connected to wifi network.
Specifically, the terminal uploads first state to server-side using the third party SDK being integrated in the terminal APP
Data and the second status data.
In addition, according to disclosed specification of the invention, other realizations of the invention are for those skilled in the art
Significantly.The various aspects of embodiment and/or embodiment can be used for system of the invention individually or with any combination
In method.Specification and example therein should be only be regarded solely as it is exemplary, the actual scope of the present invention and spirit by appended
Claims indicate.
Claims (10)
1. a kind of method for obtaining terminal user's daily schedule characterized by comprising
Step S100, if the first state data of terminal acquisition meet the in the first preset period of time (t11, t12)
One preset condition, then executing step S200;
Step S200, if the second status data of terminal acquisition meets the in the second preset period of time (t21, t22)
Two preset conditions, then executing step S300;
Step S300, if after the previous terminal screen locking time of t11 or terminal closedown time T1 ∈ [T11, T12], t12
One terminal solution screen time or terminal available machine time T2 ∈ [T21, T22], and T2-T1 ∈ [Δ T1, Δ T2], then according to T1
And T2, determine terminal user's daily schedule;
Wherein, the first state data meet the first preset condition include: terminal disconnect network connection or terminal closedown,
Or terminal screen locking and gyroscope do not rotate;It includes: that terminal is in charged state that second state, which meets the second preset condition,
And terminal power is 100%;T11 < t12 was respectively the first and second time point, and t21 < t22 is respectively third and fourth time point, and T11 <
T12 < T21 < T22 is respectively the five, the six, seven, eight time points, and Δ T1 and Δ T2 are respectively sleeping time lower threshold value and sleeping time
Upper threshold value.
2. it is according to claim 1 obtain terminal user's daily schedule method, which is characterized in that it is described first it is default when
Between period and second preset period of time can be identical time cycle, i.e. t11=t21, t12=t22.
3. the method according to claim 1 or 2 for obtaining terminal user's daily schedule, which is characterized in that first shape
State data and second status data are synchronous acquisition.
4. the method according to claim 1-3 for obtaining terminal user's daily schedule, which is characterized in that the work
The breath time includes: that user's time for falling asleep and user get up the time, wherein the T1 is user's time for falling asleep, the T2 is institute
User is stated to get up the time.
5. the method according to claim 1-3 for obtaining terminal user's daily schedule, which is characterized in that the work
The breath time includes user's sleep duration, wherein the T2-T1 is user sleep duration.
6. the method according to claim 5 for obtaining terminal user's daily schedule, which is characterized in that [T11, the T12]
Preferably [21:00,1:00], [T21, the T22] are preferably [5:00,11:00], and [Δ T1, the Δ T2] preferably [4 is small
When, 12 hours].
7. the method according to claim 1-5 for obtaining terminal user's daily schedule, which is characterized in that the step
Can also include: before rapid S100
Step S001 inquires corresponding crowd's type identification according to the terminal TID;
Step S002, according to crowd's type identification, obtains corresponding first if inquiring corresponding crowd's type identification
Time point t11, the second time point t12, third time point t21, the 4th time point t22, the 5th time point T11, it is described 6th when
Between point T12, the 7th time point T21, the 8th time point T22, the sleeping time lower threshold value Δ T1 and the sleep
Time upper threshold value Δ T2;
Step S003 uses the preset first time point if not inquiring corresponding crowd's type identification
T11, the second time point t12, third time point t21, the 4th time point t22, the 5th time point T11, the 6th time point
T12, the 7th time point T21, the 8th time point T22, the sleeping time lower threshold value Δ T1 and the sleeping time
Upper threshold value Δ T2.
8. the method according to claim 1-5 for obtaining terminal user's daily schedule, which is characterized in that described to sleep
The time upper threshold value Δ T1 and sleeping time lower threshold value Δ T2 that sleeps is determining according to the probability statistics model of crowd's sleeping time, and
The sleeping time upper threshold value Δ T1 is preferably 12 hours, and the sleeping time lower threshold value Δ T2 is preferably 4 hours.
9. the method according to claim 1-8 for obtaining terminal user's daily schedule, which is characterized in that described the
One status data and the second status data are uploaded to server-side by the third party SDK being integrated in the terminal software APP.
10. the method according to claim 9 for obtaining terminal user's daily schedule, which is characterized in that the terminal user
Daily schedule is uploaded to server-side by the third party SDK being integrated in the terminal software APP.
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Cited By (2)
Publication number | Priority date | Publication date | Assignee | Title |
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CN111314177A (en) * | 2020-02-21 | 2020-06-19 | 腾讯科技(深圳)有限公司 | Work and rest time period identification method based on wireless signals and related device |
CN111416905A (en) * | 2020-03-17 | 2020-07-14 | 浙江每日互动网络科技股份有限公司 | Information processing method and device, terminal and computer readable storage medium |
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