CN108958605A - Adaptability judges the method and system of intelligent mobile terminal use state - Google Patents
Adaptability judges the method and system of intelligent mobile terminal use state Download PDFInfo
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- CN108958605A CN108958605A CN201810722649.2A CN201810722649A CN108958605A CN 108958605 A CN108958605 A CN 108958605A CN 201810722649 A CN201810722649 A CN 201810722649A CN 108958605 A CN108958605 A CN 108958605A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0484—Interaction techniques based on graphical user interfaces [GUI] for the control of specific functions or operations, e.g. selecting or manipulating an object, an image or a displayed text element, setting a parameter value or selecting a range
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—Arrangements for executing specific programs
- G06F9/4401—Bootstrapping
- G06F9/4418—Suspend and resume; Hibernate and awake
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Abstract
The system that a kind of adaptability provided by the invention judges intelligent mobile terminal use state, including behavior detecting module, state Understanding Module, parameter adjustment module, feedback implement module；According to user to the operating time interval of intelligent mobile terminal, understand whether it is used the state of intelligent mobile terminal, user, which is adaptively adjusted, can trigger the method for trigger condition value of interaction feedback using the state of intelligent mobile terminal, it being capable of time interval or frequency feature depending on the user's operation, independently judge whether user is used the state of intelligent mobile terminal, dynamic, the value that interaction feedback trigger condition is adaptively adjusted.It can be avoided fixed trigger condition value setting means bring inconvenience usage experience.
Description
Technical field
The invention belongs to human-computer interaction technique fields, and in particular to a kind of adaptability judges intelligent mobile terminal use state
Method and system.
Background technique
Intelligent mobile terminal includes smart phone and tablet computer.Intelligent mobile terminal is allowed to understand that user uses shape to it
State (is such as used, is not using), is an important process of human-computer interaction.If intelligent mobile terminal it will be appreciated that people not
It is being used, then can start suspend mode, and then enter screen locking pattern.
Method of the current main-stream method generally using setting user to intelligent terminal without the operating time.When user is by setting
It is worth after the time still without operation intelligent mobile terminal, then intelligent mobile terminal enters suspend mode and screen locking pattern.This side
Method has the characteristics that parameter value is fixed.User is once setup parameter value.System decides whether to trigger suspend mode according to the parameter value
Mode and screen locking pattern.
And the parameter value of immobilization often brings inconvenient usage experience.Such as news or text are read using smart phone
When shelves, since too short or too long no operating time value is arranged, it may cause and trigger suspend mode and screen locking mould too early or too late
Formula.User enters suspend mode and screen locking pattern to be advanced or delayed, and needs to reset the parameter value of no operating time.Separately
Outside, the habit of user's operation mobile phone may also dynamic change.Frequently manually it is set into the touching of suspend mode and screen locking pattern
Condition value is sent out, is also made troubles for the use of user.
Therefore, it is necessary to study a kind of exchange methods that can adapt to user's use habit, according to user's operation intelligent sliding
Whether the behavior of dynamic terminal, the especially time interval or frequency information of user's operation intelligent mobile terminal, judge user
Using the state of intelligent mobile terminal, adaptability, dynamic setting enter the trigger condition value of suspend mode and screen locking pattern, realize
Personalized interaction.
Summary of the invention
In order to solve the above technical problems, the present invention provides a kind of method that adaptability judges intelligent mobile terminal use state
And system, according to user to the operation information of intelligent mobile terminal, the especially time interval of user's operation intelligent mobile terminal
Or frequency information, understand whether it is used the state of intelligent mobile terminal, adaptability, dynamic adjust the interaction of corresponding state
The trigger condition value of feedback.
The object of the present invention is achieved in the following manner:
The method that adaptability judges intelligent mobile terminal use state, which comprises
Step 1: detecting user uses the operation behavior of intelligent mobile terminal, time window W is arranged, and record time window
The time t that i-th of operation of the intelligent mobile terminal occurs for user in WiIf detecting I operation in window, there is I
The time series t that a operation occurs1,t2,…,tI；
Step 2: calculating the time interval △ t of two neighboring operationi+1=ti+1-ti(i=1,2 ..., I-1),
Seek the maximum value △ t in whole adjacent operator time intervalsmax=max { △ ti+1| i=1,2 ..., I-1 }；
Step 3: setting coefficient b meets b >=1,
If the time interval △ t of two neighboring operationi+1≤△tmaxPeriod be user intelligent mobile is used
The SOT state of termination；
If more than b △ t after the last time operationmaxTime do not detect operation of the user to intelligent mobile terminal
Period is not use intelligent mobile terminal state；By b and △ tmaxValue be sent into parameter adjustment module；
Step 4: parameter adjustment module updates user not in the interaction feedback trigger parameter using intelligent mobile terminal state
Value is b △ tmax, i.e., after the last operation is b △ t without operating time adjusting thresholdsmax；
Step: 5: feedback implements module according to parameter adjustment module parameter value adjusted, and unlocking next time in user makes
When with intelligent mobile terminal, i.e., new time window W/, according to the time interval of the new operation intelligent mobile terminal of user, touching
Hair implements corresponding interaction feedback: elapsed time △ t≤△ t after the last time operationmaxWhen, triggering is implemented to be used
The interaction feedback of state is not start suspend mode；As △ t > b △ tmaxWhen, triggering is implemented not in the interaction feedback of use state
Are as follows: starting suspend mode；
Step 6: in new time window W/, step 1 is repeated to 4.
The time window W is that the starting of window is set as at the time of user's unlock is begun to use intelligent mobile terminal
Time is set as the end time of window at the time of intelligent mobile terminal is again introduced into screen locking pattern.
The system that adaptability judges intelligent mobile terminal use state, including behavior detecting module, state Understanding Module, ginseng
Number adjustment module, feedback implement module；
The behavior detecting module, for detect user use intelligent mobile terminal operation behavior, record user when
Between the temporal information that the operation behavior of intelligent mobile terminal is occurred in window W, and by user's operation intelligent mobile terminal when
Between information be sent to state Understanding Module；The state Understanding Module is responsible for whole according to the user's operation intelligent mobile received
The temporal information at end calculates the maximum in the time interval and whole two neighboring operating time intervals of two neighboring operation
Value is made user and is judged using the understanding of intelligent mobile terminal state；When the interval of two neighboring operating time is no more than maximum
When value, then state Understanding Module is judged as that user is used intelligent mobile terminal state, enable after the last operation by
When time is greater than b times of maximum value, then state Understanding Module is judged as that user is not using intelligent mobile terminal state, and by this
Time interval maximum value and the value of coefficient b are sent into parameter adjustment module；The parameter adjustment module is according to the user received
Not after being adjusted to the last operation using b times of value of the time interval maximum value of intelligent mobile terminal state without behaviour
Make the time, implements module to feedback and export interaction feedback, the interaction feedback that triggering implements that state is used is not start suspend mode
Mode；Triggering is implemented not in the interaction feedback of use state are as follows: starting suspend mode.
The behavior detecting module is responsible for detecting the behavior that user uses intelligent mobile terminal；User is whole using intelligent mobile
The behavior at end includes the gesture operation to intelligent mobile terminal, the operation include click, long-pressing, sliding, dragging, double-click, scaling,
Operation power key；Record the time t that i-th of operation of the intelligent mobile terminal occurs for user in time window WiIf in window
I operation is detected in mouthful, then the time series t for thering is I operation to occur1,t2,…,tI, by t1,t2,…,tIIt is sent to state
Understanding Module.
The state Understanding Module is responsible for the time according to user's operation intelligent mobile terminal in the window W received
Information is made user and is judged using the understanding of intelligent mobile terminal state；Calculate the time interval △ t of two neighboring operationi+1=
ti+1-ti(i=1,2 ..., I-1),
Seek the maximum value △ t in whole adjacent operator time intervalsmax=max { △ ti+1| i=1,2 ..., I-1 },
Coefficient b is set, b >=1 is met,
If the time interval △ t of two neighboring operationi+1≤△tmaxPeriod, then it is assumed that intelligence is used in user
Mobile terminal state.
More than b △ t after enabling the last time operatemaxTime do not detect operation of the user to intelligent mobile terminal when
Between section, then it is assumed that user not use intelligent mobile terminal state；By coefficient b and △ tmaxValue be sent into parameter adjustment module.
The parameter adjustment module is according to coefficient b and the △ t receivedmaxValue, update user not use intelligent sliding
The interaction feedback trigger parameter value of the dynamic SOT state of termination is b △ tmax, i.e., it is without operating time adjusting thresholds after the last time operation
b△tmax。
The feedback implements module according to parameter adjustment module parameter value adjusted, unlocks use next time in user
When mobile phone, i.e., new time window W/, according to the time interval of the new operating handset of user, it is anti-that corresponding interaction is implemented in triggering
Feedback: elapsed time △ t≤△ t after the last time operationmaxWhen, the interaction feedback that triggering implements that state is used is not
Start suspend mode；As △ t > b △ tmaxWhen, triggering is implemented not in the interaction feedback of use state are as follows: starting suspend mode.
A kind of computer readable storage medium is stored in the computer readable storage medium and may be adapted to processor execution
Computer program, and implement adaptability when the computer program is executed by the processor and judge intelligent mobile terminal use
The step of method of state.
Beneficial effects of the present invention: according to user to the operating time interval of intelligent mobile terminal, understand it whether
Using the state of intelligent mobile terminal, user, which is adaptively adjusted, can trigger the touching of interaction feedback using the state of intelligent mobile terminal
The method for sending out condition value, can time interval or frequency feature depending on the user's operation, independently judge whether user is used
The state of intelligent mobile terminal, dynamic, the value that interaction feedback trigger condition is adaptively adjusted.It can be avoided fixed trigger condition
It is worth setting means bring inconvenience usage experience.
Detailed description of the invention
Fig. 1 is structural schematic diagram of the invention.
Fig. 2 is user's use/unuse intelligent mobile terminal interaction feedback schematic diagram.
Specific embodiment
By taking people are using smart phone reading documents (news client, webpage, word processing file) as an example, to of the invention public
The technical solution of cloth is specifically described.
As shown in Figure 1, adaptability judges the system of intelligent mobile terminal use state, including behavior detecting module, state
Understanding Module, parameter adjustment module, feedback implement module；
The behavior detecting module uses the behavior of intelligent mobile terminal for detecting user, records user to intelligent sliding
The temporal information that the operation behavior of dynamic terminal occurs, and the temporal information of user's operation intelligent mobile terminal is sent to state reason
Solve module；The state Understanding Module is responsible for the temporal information according to the user's operation intelligent mobile terminal received, calculates
The time interval of two neighboring operation and all maximum value in two neighboring operating time interval out, when two neighboring operation
Between interval be not more than maximum value when, then state Understanding Module is judged as that intelligent mobile terminal state is used in user, when most
When elapsed time is greater than b times of maximum value after nearly once-through operation, then state Understanding Module is judged as user not using intelligence
Mobile terminal state, and the maximum value at this time interval and the value of coefficient b are sent into parameter adjustment module；The parameter adjustment
Module is not adjusted to the last behaviour in the time interval value using intelligent mobile terminal state according to the user received
After work without the operating time, implement module to feedback and export interaction feedback, the interaction feedback that triggering implements to be used state is
Do not start suspend mode；Triggering is implemented not in the interaction feedback of use state are as follows: starting suspend mode.
The behavior detecting module is responsible for detecting the behavior that user uses intelligent mobile terminal；User is whole using intelligent mobile
The behavior at end includes the gesture operation to intelligent mobile terminal, the operation include click, long-pressing, sliding, dragging, double-click, scaling,
Operation power key, if user is to the time ti. of i-th of operation generation of the intelligent mobile terminal in window in record time window W
I operation is detected in mouthful, then the time series t for thering is I operation to occur1,t2,…,tI, by t1,t2,…,tIIt is sent to state
Understanding Module.
The state Understanding Module is responsible for the time according to user's operation intelligent mobile terminal in the window W received
Information is made user and is judged using the understanding of intelligent mobile terminal state；Calculate the time interval △ t of two neighboring operationi+1=
ti+1-ti(i=1,2 ..., I-1)；
Seek the maximum value △ t in whole adjacent operator time intervalsmax=max { △ ti+1| i=1,2 ..., I-1 },
Setting coefficient b. meets b >=1,
If the time interval △ t of two neighboring operationi+1≤△tmaxPeriod, then it is assumed that intelligence is used in user
Mobile terminal state.
If more than b △ t after the last time operationmaxTime do not detect operation of the user to intelligent mobile terminal
Period, then it is assumed that user is not using intelligent mobile terminal state；By coefficient b and △ tmaxValue be sent into parameter adjustment module.
The parameter adjustment module is according to coefficient b and the △ t receivedmaxValue, update user not use intelligent sliding
The parameter value of the dynamic SOT state of termination is b △ tmax, i.e., after the last operation is b △ t without operating time adjusting thresholdsmax。
The feedback implements module according to parameter adjustment module parameter value adjusted, unlocks use next time in user
When mobile phone, i.e., new time window W/, according to the time interval of the new operating handset of user, it is anti-that corresponding interaction is implemented in triggering
Feedback: elapsed time △ t≤△ t after the last time operationmaxWhen, the interaction feedback that triggering implements that state is used is not
Start suspend mode；As △ t > b △ tmaxWhen, triggering is implemented not in the interaction feedback of use state are as follows: starting suspend mode.
The method that adaptability judges intelligent mobile terminal use state, which comprises
Step 1: detecting user uses the operation behavior of intelligent mobile terminal, time window W is arranged, and record time window
The time t that i-th of operation of the intelligent mobile terminal occurs for user in WiIf detecting I operation in window, there is I
The time series t that a operation occurs1,t2,…,tI；
Step 2: calculating the time interval △ t of two neighboring operationi+1=ti+1-ti(i=1,2 ..., I-1), seeks whole
Maximum value △ t in adjacent operator time intervalmax=max { △ ti+1| i=1,2 ..., I-1 }；
Step 3: setting coefficient b. meets b >=1,
If the time interval △ t of two neighboring operationi+1≤△tmaxPeriod be user intelligent mobile is used
The SOT state of termination；
If more than b △ t after the last time operationmaxTime do not detect operation of the user to intelligent mobile terminal
Period is not use intelligent mobile terminal state；By b and △ tmaxValue be sent into parameter adjustment module；
Step 4: parameter adjustment module updates user not in the interaction feedback trigger parameter using intelligent mobile terminal state
Value is b △ tmax, i.e., after the last operation is b △ t without operating time adjusting thresholdsmax；
Step: 5: feedback implements module according to parameter adjustment module parameter value adjusted, and unlocking next time in user makes
When with intelligent mobile terminal, i.e., new time window W/, according to the time interval of the new operation intelligent mobile terminal of user, touching
Hair implements corresponding interaction feedback: elapsed time △ t≤△ t after the last time operationmaxWhen, triggering is implemented to be used
The interaction feedback of state is not start suspend mode；As △ t > b △ tmaxWhen, triggering is implemented not in the interaction feedback of use state
Are as follows: starting suspend mode；
Step 6: in new time window W/, step 1 is repeated to 4.
The time window W is that the starting of window is set as at the time of user's unlock is begun to use intelligent mobile terminal
Time is set as the end time of window at the time of intelligent mobile terminal is again introduced into screen locking pattern.
What has been described above is only a preferred embodiment of the present invention, it is noted that for those skilled in the art,
Without depart from that overall concept of the invention, several changes and improvements can also be made, these also should be considered as of the invention
Protection scope.
Claims (8)
1. the method that adaptability judges intelligent mobile terminal use state, it is characterised in that: the described method includes:
Step 1: detecting user uses the operation behavior of intelligent mobile terminal, time window W is arranged, and record in time window W
The time t that i-th of operation of the intelligent mobile terminal occurs for useriIf detecting I operation in window, there is I behaviour
Make the time series t occurred1,t2,…,tI；
Step 2: calculating the time interval △ t of two neighboring operationi+1=ti+1-ti(i=1,2 ..., I-1),
Seek the maximum value △ t in whole adjacent operator time intervalsmax=max { △ ti+1| i=1,2 ..., I-1 }；
Step 3: setting coefficient b meets b >=1,
If the time interval △ t of two neighboring operationi+1≤△tmaxPeriod be user intelligent mobile terminal is used
State；
If more than b △ t after the last time operationmaxTime do not detect time of operation of the user to intelligent mobile terminal
Section is not use intelligent mobile terminal state；By b and △ tmaxValue be sent into parameter adjustment module；
Step 4: it is not b in the interaction feedback trigger parameter value using intelligent mobile terminal state that parameter adjustment module, which updates user,
△tmax, i.e., after the last operation is b △ t without operating time adjusting thresholdsmax；
Step: 5: feedback implements module according to parameter adjustment module parameter value adjusted, unlocks next time in user and uses intelligence
When energy mobile terminal, i.e., new time window W/, according to the time interval of the new operation intelligent mobile terminal of user, triggering is real
Apply corresponding interaction feedback: elapsed time △ t≤△ t after the last time operationmaxWhen, triggering implements that state is used
Interaction feedback be do not start suspend mode；As △ t > b △ tmaxWhen, triggering is implemented not in the interaction feedback of use state are as follows: opens
Dynamic suspend mode；
Step 6: in new time window W/, step 1 is repeated to 4.
2. the method that adaptability as described in claim 1 judges intelligent mobile terminal use state, it is characterised in that: described
Time window W is that the initial time of window is set as at the time of user's unlock is begun to use intelligent mobile terminal, by intelligent sliding
Dynamic terminal is set as the end time of window at the time of being again introduced into screen locking pattern.
3. the system that a kind of adaptability based on claim 1 the method judges intelligent mobile terminal use state, feature
It is: implements module including behavior detecting module, state Understanding Module, parameter adjustment module, feedback；Mould is detected in the behavior
Block uses the operation behavior of intelligent mobile terminal for detecting user, records user in time window W to intelligent mobile terminal
The temporal information that occurs of operation behavior, and the temporal information of user's operation intelligent mobile terminal is sent to state and understands mould
Block；The state Understanding Module is responsible for calculating phase according to the temporal information of the user's operation intelligent mobile terminal received
The time interval of adjacent two operations and all maximum value in two neighboring operating time interval, make user and use intelligent mobile
The understanding of the SOT state of termination judges；When the interval of two neighboring operating time is not more than maximum value, then state Understanding Module judges
Intelligent mobile terminal state is used for user, when elapsed time is greater than b times of maximum value after enabling the last time operate, then
State Understanding Module is judged as that user is not using intelligent mobile terminal state, and by this time spacer maximum value and coefficient b
Value is sent into parameter adjustment module；The parameter adjustment module is not using intelligent mobile terminal state according to the user received
Time interval maximum value b times of value be adjusted to after the last operation without the operating time, it is defeated to implement module to feedback
Interaction feedback out, the interaction feedback that triggering implements that state is used is not start suspend mode；Triggering is implemented do not using shape
The interaction feedback of state are as follows: starting suspend mode.
4. the system that adaptability as claimed in claim 3 judges intelligent terminal use state, it is characterised in that: the behavior is detectd
Module is surveyed to be responsible for detecting the behavior that user uses intelligent mobile terminal；User includes to intelligence using the behavior of intelligent mobile terminal
The gesture operation of mobile terminal, the operation include click, long-pressing, sliding, dragging, double-click, scaling, operation power key；When record
Between i-th of operation of the intelligent mobile terminal occurs for user in window W time tiIf detecting I operation in window,
The time series t for then thering is I operation to occur1,t2,…,tI, by t1,t2,…,tIIt is sent to state Understanding Module.
5. the system that adaptability as claimed in claim 3 judges intelligent terminal use state, it is characterised in that: the state
Understanding Module is responsible for the temporal information according to user's operation intelligent mobile terminal in the window W received, makes user and uses intelligence
The understanding judgement of energy mobile terminal state；Calculate the time interval △ t of two neighboring operationi+1=ti+1-ti(i=1,2 ...,
I-1),
Seek the maximum value △ t in whole adjacent operator time intervalsmax=max { △ ti+1| i=1,2 ..., I-1 },
Coefficient b is set, b >=1 is met,
If the time interval △ t of two neighboring operationi+1≤△tmaxPeriod, then it is assumed that intelligent mobile is used in user
The SOT state of termination；
More than b △ t after enabling the last time operatemaxTime do not detect period of operation of the user to intelligent mobile terminal,
Then think that user is not using intelligent mobile terminal state；By coefficient b and △ tmaxValue be sent into parameter adjustment module.
6. the system that adaptability as claimed in claim 3 judges intelligent terminal use state, it is characterised in that: the parameter
Module is adjusted according to coefficient b and the △ t receivedmaxValue, update user not using intelligent mobile terminal state interaction it is anti-
Feedback trigger parameter value is b △ tmax, i.e., after the last operation is b △ t without operating time adjusting thresholdsmax。
7. the system that adaptability as claimed in claim 3 judges intelligent terminal use state, it is characterised in that: the feedback
Implement module according to parameter adjustment module parameter value adjusted, when user unlocks using mobile phone next time, i.e., new time
Window W/, according to the time interval of the new operating handset of user, corresponding interaction feedback is implemented in triggering: operating when the last time
Elapsed time △ t≤△ t afterwardsmaxWhen, the interaction feedback that triggering implements that state is used is not start suspend mode；As △ t
>b△tmaxWhen, triggering is implemented not in the interaction feedback of use state are as follows: starting suspend mode.
8. a kind of computer readable storage medium, it is characterised in that: being stored in the computer readable storage medium may be adapted to
The computer program that processor executes, and implement such as claim 1-2 when the computer program is executed by the processor
The step of one the method.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN111026458A (en) * | 2019-12-04 | 2020-04-17 | 中国银行股份有限公司 | Method and device for setting exit time of application program |
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Application publication date: 20181207 |