CN108961679A - A kind of attention based reminding method, device and electronic equipment - Google Patents
A kind of attention based reminding method, device and electronic equipment Download PDFInfo
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- CN108961679A CN108961679A CN201810681292.8A CN201810681292A CN108961679A CN 108961679 A CN108961679 A CN 108961679A CN 201810681292 A CN201810681292 A CN 201810681292A CN 108961679 A CN108961679 A CN 108961679A
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/02—Alarms for ensuring the safety of persons
- G08B21/06—Alarms for ensuring the safety of persons indicating a condition of sleep, e.g. anti-dozing alarms
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
- G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
- G06V40/20—Movements or behaviour, e.g. gesture recognition
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- G—PHYSICS
- G08—SIGNALLING
- G08B—SIGNALLING OR CALLING SYSTEMS; ORDER TELEGRAPHS; ALARM SYSTEMS
- G08B21/00—Alarms responsive to a single specified undesired or abnormal condition and not otherwise provided for
- G08B21/18—Status alarms
- G08B21/24—Reminder alarms, e.g. anti-loss alarms
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N7/00—Television systems
- H04N7/18—Closed-circuit television [CCTV] systems, i.e. systems in which the video signal is not broadcast
Abstract
The application provides a kind of attention based reminding method, device and electronic equipment.It first determines whether user is in academic environment, then passes through continuous collecting and analyze the status information of user and determine whether the user is in learning state.When user is in academic environment and is not at learning state, determines that user is in absent minded state, reminded after the absent minded state of user persistently maintains preset time.To make user find in time and regularized learning algorithm state, improve learning efficiency.
Description
Technical field
This application involves computer software fields more particularly to a kind of attention based reminding methods, device and electronic equipment.
Background technique
In people when in attending class, reviewing one's lessons under grade learning states, the appearance little trick that may can't help is dozed off
Etc. scatterbrained problem, and people itself can not often have found in time and regularized learning algorithm state, and learning efficiency is caused to reduce.
Summary of the invention
In view of the above technical problems, the embodiment of the present application provides a kind of attention based reminding method, device, and technical solution is such as
Under:
A kind of attention based reminding method, which comprises
Determine whether user is in academic environment；
Using the first image collecting module continuous collecting user state information, the user state information is analyzed,
Determine whether the user is in learning state based on the analysis results；
When user is in academic environment and is not at learning state, determine that user is in absent minded state,
The absent minded state of user is reminded after persistently maintaining preset time.
A kind of attention alarm set, described device include:
Environment determination module: for determining whether user is in academic environment；
State determining module: for using the first image collecting module continuous collecting user state information, to the user
Status information is analyzed, and determines whether the user is in learning state based on the analysis results；
Reminding module: for when user is in academic environment and is not at learning state, determining that user is in attention
Not collected state is reminded after the absent minded state of user persistently maintains preset time.
A kind of computer readable storage medium, is stored thereon with computer program, realization when which is executed by processor
Aforementioned attention based reminding method, which comprises
Determine whether user is in academic environment；
Using the first image collecting module continuous collecting user state information, the user state information is analyzed,
Determine whether the user is in learning state based on the analysis results；
When user is in academic environment and is not at learning state, determine that user is in absent minded state,
The absent minded state of user is reminded after persistently maintaining preset time.
Method provided herein, passes through continuous collecting and analyzes the status information of user and determine whether the user locates
In learning state, determine whether user is in academic environment by acquiring and analyzing environmental information.When user is in academic environment
And when being not at learning state, determine that user is in absent minded state, continues in the absent minded state of user
It is reminded after maintaining preset time.To make user find in time and regularized learning algorithm state, improve learning efficiency.
It should be understood that above general description and following detailed description be only it is exemplary and explanatory, not
The embodiment of the present application can be limited.
In addition, any embodiment in the embodiment of the present application does not need to reach above-mentioned whole effects.
Detailed description of the invention
In order to illustrate the technical solutions in the embodiments of the present application or in the prior art more clearly, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
The some embodiments recorded in application embodiment can also obtain according to these attached drawings for those of ordinary skill in the art
Obtain other attached drawings.
Fig. 1 is a kind of schematic diagram of the attention alert device shown in one exemplary embodiment of the application；
Fig. 2 is a kind of flow chart of the attention based reminding method shown in one exemplary embodiment of the application；
Fig. 3 is another flow chart of the attention based reminding method shown in one exemplary embodiment of the application；
Fig. 4 is a kind of schematic diagram of the attention alarm set shown in one exemplary embodiment of the application；
Fig. 5 is another schematic diagram of the attention alarm set shown in one exemplary embodiment of the application；
Fig. 6 is a kind of structural schematic diagram of the electronic equipment shown in one exemplary embodiment of the application.
Specific embodiment
Example embodiments are described in detail here, and the example is illustrated in the accompanying drawings.Following description is related to
When attached drawing, unless otherwise indicated, the same numbers in different drawings indicate the same or similar elements.Following exemplary embodiment
Described in embodiment do not represent all embodiments consistent with the application.On the contrary, they be only with it is such as appended
The example of the consistent device and method of some aspects be described in detail in claims, the application.
It is only to be not intended to be limiting the application merely for for the purpose of describing particular embodiments in term used in this application.
It is also intended in the application and the "an" of singular used in the attached claims, " described " and "the" including majority
Form, unless the context clearly indicates other meaning.It is also understood that term "and/or" used herein refers to and wraps
It may be combined containing one or more associated any or all of project listed.
It will be appreciated that though various information, but this may be described using term first, second, third, etc. in the application
A little information should not necessarily be limited by these terms.These terms are only used to for same type of information being distinguished from each other out.For example, not departing from
In the case where the application range, the first information can also be referred to as the second information, and similarly, the second information can also be referred to as
One information.Depending on context, word as used in this " if " can be construed to " ... when " or " when ...
When " or " in response to determination ".
It in people in attending class, reviews one's lessons, under the learning states such as reading, the appearance little trick that may can't help is beaten
The scatterbrained problem such as drowsiness, and people itself can not often have found in time and regularized learning algorithm state, lead to learning efficiency
It reduces.
In view of the above problems, the embodiment of the present application provides a kind of attention based reminding method, and a kind of for executing the party
The payment mechanism of method is first below illustrated the operating system framework of the embodiment of the present application scheme.It is shown in Figure 1, this
The entity that application example scheme is related to includes at least: the first image collecting module, the second image collecting module, in which:
First image collecting module is used to acquire the status information of user, by analyze these information determine user whether eye
Other movements refreshing careless and sloppy or that do not meet learning state, and then determine whether user is in learning state.In order to more completely
User images are acquired, the photographic device of the first image collecting module usually requires face user.
Second image collecting module passes through each of the environment where acquisition user for acquiring environmental information locating for user
Category information simultaneously makes analysis to these information, to determine whether user is in academic environment.In order to more completely acquire environment map
Picture, the photographic device of the second image collecting module usually require to avoid being blocked by user back to user.It is noted that user can
It manually sets whether itself is in academic environment, does not need the second image collecting module to determine, the second image collecting module exists
It is a kind of optional module in this programme.
First image collecting module and the second image collecting module can be the front camera and rear camera of same equipment, which can
Think special attention alert device, also can use the camera of the equipment such as mobile intelligent terminal.
The attention based reminding method that the present embodiment is related to is described in detail below, shown in Figure 2, this method can be with
The following steps are included:
S201 obtains the environmental information of user；
Here environmental information is usually to analyze whether student's current environment is academic environment, such as judges that user is presently in
Environment whether attend class, review one's lessons, study etc. study relevant environment.
Does S202 judge that user is in academic environment? if being in academic environment, step S203 is executed, if being not at
Environment is practised, then is not operated；
Specifically, judge whether user is in there are two types of the modes of academic environment, respectively automatic mode and manual mode.
By user to switch, the interfaces such as button are operated manually manual mode, determine that itself is in academic environment with this.
After equipment receives the operation information of user, it is considered as user and has been in academic environment.
And automatic mode utilizes image collecting module automatic collection environmental information, automatically analyzes whether user is in study
Environment.
S203 carries out the user state information using the first image collecting module continuous collecting user state information
Analysis；
First image collecting module is referred to as status information capture module, and status information here generally includes user
Limb action information, user's facial action information and user's eye motion information.
In order to more completely collect user information, needing to adjust the first image collecting module makes its user oriented direction,
And need to avoid blocking between the first image collecting module and user, enable the first image collecting module persistently to user's
Eye information and limbs information are acquired.
After the status information for collecting user, the first camera shooting acquisition module will send information to analysis module, utilize analysis
Algorithm respectively analyzes eye status information, face state information and limbs status information.
Wherein, user's eye status information may include the various eyeball states not being consistent with learning state, such as doze off, eye
Ball semi-closure, has a drowsy look；User's limbs status information may include the various limbs states not being consistent with learning state, such as play hand
Machine, small state, falls, and user's face state information may include the various countenances etc. not being consistent with learning state.
S204, determines whether the user is in learning state based on the analysis results；If being in learning state, hold again
Row step S203 executes step S205 if being not at learning state；
S205 determines that user is in absent minded state；
S206, judges whether the absent minded state of user maintains preset time；
After determining that user is in absent minded state, start timing, if the absent minded state of user does not have
Preset time is maintained, then is not dealt with, continues to acquire user information and environmental information.
Wherein, preset time can also freely can be set with preset several optional recommended values by user.
S207 initiates to remind.
The form of prompting can be vibration, the tinkle of bells, voice etc..
For the different conditions for user, the settable preset different voice reminder of sound bank.For example: acquisition user
Locating environmental information determines that user is in academic environment, while acquiring the status information of user after analysis, analyze eye behavior
Determine that user is in doze state afterwards.Comprehensive judgement user is now in the absent minded state in study, when such
After state maintenance preset time, obtained in sound bank in the broadcasting configuration and broadcasting of the voice reminder of corresponding " doze " state
Hold, and initiate voice reminder, informs that user is now in doze state.
It wherein, can be that intelligence tunes up broadcast sound volume for the broadcasting configuration of the voice reminder of " doze " state, with
Play the role of waking user；It can be with for the broadcasting content of the voice reminder of " doze " state are as follows: " some are tired now for you
, present time is XXX, you have learnt XX minutes."
The broadcasting configuration of above-mentioned voice reminder and broadcasting content are merely illustrative, can't constitute and limit to the present embodiment.With
It family can also broadcasting configuration and broadcasting content under sets itself different application scene.
In order to help user more systematically to understand and improve own situation, the embodiment of the present application provides a kind of user's qualification and comments
Estimate method, shown in Figure 3, this method may comprise steps of:
S301 records the data information of user；
The data information of record may include the temporal information that user is in absent minded state, Duration Information
And/or number information.
Data information is arranged according to preset template and saves as chart mode by S302；
Default one or more of different diagrammatic form templates, according to preset template by the data preparation being recorded and guarantor
Save as the chart mode for being easy to read.It allows the user to inquire and analyze week, the moon, the attention in year by visual mode
Not intensive data: number, ratio, the information such as trend graph.
It further, can be by user or systemic presupposition target data (as default this week absent minded number is less than 20
It is secondary), and with the indicating user's current data and target data gap in the chart sorted out.By each stage, each period setting
Target, and the gap of distance objective at this stage plays supervision, supervises, alert the training effect of user.
Wherein, chart can be transmitted to display end equipment by WiFi, the wireless transmission methods such as bluetooth and be checked, display end
Equipment may include computer, mobile phone etc..S303 analyzes data information, determines corresponding attention improvement plan based on the analysis results.
The data information of user and preset target data information are compared, the gap of the two is analyzed, root
Attention, which is formulated, according to analysis result improves scheme.
Further, more intelligentized raising side can be formulated by the comparison of analysis all data information and normal data
Case.For example: according to data analysis found that user's daily learning time it is too long, and learn the end time too late, the note of user
Status information of the power of anticipating not in collected state is largely " dozes " state, determines attention improvement according to these relevant informations
Scheme is " rationally work and rest ", and this attention improvement plan is supplied to user as reference.
Corresponding to above method embodiment, the embodiment of the present application also provides a kind of attention alarm set, referring to fig. 4 institute
Show, the apparatus may include: environment determination module 410, state determining module 420 and reminding module 430.
Environment determination module 410: for determining whether user is in academic environment；
State determining module 420: for using the first image collecting module continuous collecting user state information, to the use
Family status information is analyzed, and determines whether the user is in learning state based on the analysis results；
Reminding module 430: pay attention to for when user is in academic environment and is not at learning state, determining that user is in
Power not collected state, is reminded after the absent minded state of user persistently maintains preset time.
Corresponding to above method embodiment, the embodiment of the present application also provides a kind of attention alarm set, referring to Fig. 5 institute
Show, the apparatus may include: data recordin module 510, data preparation module 520 and scheme determining module 530.
Data recordin module 510: for recording the data information of user；
Data statistics module 520: for data information being arranged and saves as chart mode according to preset template；
Scheme determining module 530: it is used for integral data information, determines corresponding attention improvement side according to integrated results
Case.
The embodiment of the present application also provides a kind of electronic equipment, includes at least memory, processor and is stored in memory
Computer program that is upper and can running on a processor, wherein processor realizes that aforementioned attention is reminded when executing described program
Method, the method include at least:
Determine whether user is in academic environment；
Using the first image collecting module continuous collecting user state information, the user state information is analyzed,
Determine whether the user is in learning state based on the analysis results；
When user is in academic environment and is not at learning state, determine that user is in absent minded state,
The absent minded state of user is reminded after persistently maintaining preset time.
Fig. 6 shows one kind provided by the embodiment of the present application and more specifically calculates device hardware structural schematic diagram, should
Equipment may include: processor 1010, memory 1020, input/output interface 1030, communication interface 1040 and bus 1050.
Wherein processor 1010, memory 1020, input/output interface 1030 and communication interface 1040 are realized each other by bus 1050
Between communication connection inside equipment.
Processor 1010 can use general CPU (Central Processing Unit, central processing unit), micro- place
Reason device, application specific integrated circuit (Application Specific Integrated Circuit, ASIC) or one
Or the modes such as multiple integrated circuits are realized, for executing relative program, to realize technical solution provided by the embodiment of the present application.
Memory 1020 can use ROM (Read Only Memory, read-only memory), RAM (Random Access
Memory, random access memory), static storage device, the forms such as dynamic memory realize.Memory 1020 can store
Operating system and other applications are realizing technical solution provided by the embodiment of the present application by software or firmware
When, relevant program code is stored in memory 1020, and execution is called by processor 1010.
Input/output interface 1030 is for connecting input/output module, to realize information input and output.Input and output/
Module can be used as component Configuration (not shown) in a device, can also be external in equipment to provide corresponding function.Wherein
Input equipment may include camera, keyboard, mouse, touch screen, microphone, various kinds of sensors etc., and output equipment may include
Display, loudspeaker, vibrator, indicator light etc..
Communication interface 1040 is used for connection communication module (not shown), to realize the communication of this equipment and other equipment
Interaction.Wherein communication module can be realized by wired mode (such as USB, cable etc.) and be communicated, can also be wirelessly
(such as mobile network, WIFI, bluetooth etc.) realizes communication.
Bus 1050 include an access, equipment various components (such as processor 1010, memory 1020, input/it is defeated
Outgoing interface 1030 and communication interface 1040) between transmit information.
It should be noted that although above equipment illustrates only processor 1010, memory 1020, input/output interface
1030, communication interface 1040 and bus 1050, but in the specific implementation process, which can also include realizing normal fortune
Other assemblies necessary to row.In addition, it will be appreciated by those skilled in the art that, it can also be only comprising real in above equipment
Component necessary to existing the embodiment of the present application scheme, without including all components shown in figure.
The embodiment of the present application also provides a kind of computer readable storage medium, is stored thereon with computer program, the program
Attention based reminding method above-mentioned is realized when being executed by processor, the method includes at least:
Determine whether user is in academic environment；
Using the first image collecting module continuous collecting user state information, the user state information is analyzed,
Determine whether the user is in learning state based on the analysis results；
When user is in academic environment and is not at learning state, determine that user is in absent minded state,
The absent minded state of user is reminded after persistently maintaining preset time.
Computer-readable medium includes permanent and non-permanent, removable and non-removable media can be by any method
Or technology come realize information store.Information can be computer readable instructions, data structure, the module of program or other data.
The example of the storage medium of computer includes, but are not limited to phase change memory (PRAM), static random access memory (SRAM), moves
State random access memory (DRAM), other kinds of random access memory (RAM), read-only memory (ROM), electric erasable
Programmable read only memory (EEPROM), flash memory or other memory techniques, read-only disc read only memory (CD-ROM) (CD-ROM),
Digital versatile disc (DVD) or other optical storage, magnetic cassettes, tape magnetic disk storage or other magnetic storage devices
Or any other non-transmission medium, can be used for storage can be accessed by a computing device information.As defined in this article, it calculates
Machine readable medium does not include temporary computer readable media (transitory media), such as the data-signal and carrier wave of modulation.
The function of each unit and the realization process of effect are specifically detailed in the above method and correspond to step in above-mentioned apparatus
Realization process, details are not described herein.
For device embodiment, since it corresponds essentially to embodiment of the method, so related place is referring to method reality
Apply the part explanation of example.The apparatus embodiments described above are merely exemplary, wherein described be used as separation unit
The unit of explanation may or may not be physically separated, and component shown as a unit can be or can also be with
It is not physical unit, it can it is in one place, or may be distributed over multiple network units.It can be according to actual
The purpose for needing to select some or all of the modules therein to realize application scheme.Those of ordinary skill in the art are not paying
Out in the case where creative work, it can understand and implement.
System, device, module or the unit that above-described embodiment illustrates can specifically realize by computer chip or entity,
Or it is realized by the product with certain function.A kind of typically to realize that equipment is computer, the concrete form of computer can
To be personal computer, laptop computer, cellular phone, camera phone, smart phone, personal digital assistant, media play
In device, navigation equipment, E-mail receiver/send equipment, game console, tablet computer, wearable device or these equipment
The combination of any several equipment.
Various embodiments are described in a progressive manner in the application, same and similar part between each embodiment
It may refer to each other, each embodiment focuses on the differences from other embodiments.Implement especially for device
For example, since it is substantially similar to the method embodiment, so describing fairly simple, related place is referring to embodiment of the method
Part illustrates.The apparatus embodiments described above are merely exemplary, wherein it is described as illustrated by the separation member
Module may or may not be physically separated, can be the function of each module when implementing the embodiment of the present application scheme
It can realize in the same or multiple software and or hardware.Part therein or complete can also be selected according to the actual needs
Portion module achieves the purpose of the solution of this embodiment.Those of ordinary skill in the art without creative efforts,
It can understand and implement.
The above is only the specific embodiment of the embodiment of the present application, it is noted that for the common of the art
For technical staff, under the premise of not departing from the embodiment of the present application principle, several improvements and modifications can also be made, these change
Into the protection scope that also should be regarded as the embodiment of the present application with retouching.
The foregoing is merely the preferred embodiments of the application, not to limit the application, all essences in the application
Within mind and principle, any modification, equivalent substitution, improvement and etc. done be should be included within the scope of the application protection.
Claims (13)
1. a kind of attention based reminding method, which is characterized in that the described method includes:
Determine whether user is in academic environment；
Using the first image collecting module continuous collecting user state information, the user state information is analyzed, according to
Analysis result determines whether the user is in learning state；
When user is in academic environment and is not at learning state, determine that user is in absent minded state, in user
Absent minded state persistently maintain preset time after reminded.
2. the method as described in claim 1, which is characterized in that whether the determining user is in academic environment, comprising:
Environmental information is acquired using the second image collecting module, the environmental information is analyzed, is determined based on the analysis results
Whether the user is in academic environment.
3. the method as described in claim 1, which is characterized in that first image collecting module is user oriented preposition takes the photograph
As module.
4. method according to claim 2, which is characterized in that second image collecting module is that the postposition of user backwards is taken the photograph
As module.
5. the method as described in claim 1, which is characterized in that the user state information includes the eye state letter of user
Breath, face state information and limbs status information.
6. the method as described in claim 1, which is characterized in that after the judgement user is in absent minded state, also
Include:
Record the data information of user.
7. method as claimed in claim 6, which is characterized in that the data information of the user includes user in attention
The not temporal information of collected state, Duration Information and/or number information.
8. method as claimed in claim 6, which is characterized in that after the data information of the record user, further includes:
According to preset template, the data information of user is arranged and saves as chart mode.
9. method as claimed in claim 6, which is characterized in that after the data information of the record user, further includes:
The data information for analyzing user, determines corresponding attention improvement plan based on the analysis results.
10. method as claimed in claim 9, which is characterized in that the data information of the analysis user, based on the analysis results really
Fixed corresponding attention improvement plan, comprising:
The all data information for analyzing user, compares with preset standard data message, is formulated and is corresponded to by comparing result
Attention improve scheme.
11. a kind of attention alarm set, which is characterized in that described device includes:
Environment determination module: for determining whether user is in academic environment；
State determining module: for using the first image collecting module continuous collecting user state information, to the User Status
Information is analyzed, and determines whether the user is in learning state based on the analysis results；
Reminding module: do not collect for when user is in academic environment and is not at learning state, determining that user is in attention
Middle state is reminded after the absent minded state of user persistently maintains preset time.
12. a kind of computer readable storage medium, is stored thereon with computer program, before being realized when which is executed by processor
State attention based reminding method, which is characterized in that the described method includes:
Determine whether user is in academic environment；
Using the first image collecting module continuous collecting user state information, the user state information is analyzed, according to
Analysis result determines whether the user is in learning state；
When user is in academic environment and is not at learning state, determine that user is in absent minded state, in user
Absent minded state persistently maintain preset time after reminded.
13. a kind of computer equipment including memory, processor and stores the meter that can be run on a memory and on a processor
Calculation machine program, wherein the processor realizes the method as described in claim 1 when executing described program.
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