CN108470426A - Method, apparatus, system and the equipment of discovering device user's exception - Google Patents
Method, apparatus, system and the equipment of discovering device user's exception Download PDFInfo
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- CN108470426A CN108470426A CN201810271157.6A CN201810271157A CN108470426A CN 108470426 A CN108470426 A CN 108470426A CN 201810271157 A CN201810271157 A CN 201810271157A CN 108470426 A CN108470426 A CN 108470426A
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- 238000000034 method Methods 0.000 title claims abstract description 33
- 206010000117 Abnormal behaviour Diseases 0.000 claims abstract description 68
- 230000006399 behavior Effects 0.000 claims description 70
- 230000002159 abnormal effect Effects 0.000 claims description 13
- 230000005611 electricity Effects 0.000 claims description 12
- 230000006870 function Effects 0.000 description 6
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- 238000005516 engineering process Methods 0.000 description 5
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- 238000001514 detection method Methods 0.000 description 3
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- 230000001960 triggered effect Effects 0.000 description 2
- 230000003542 behavioural effect Effects 0.000 description 1
- 238000012790 confirmation Methods 0.000 description 1
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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
- G08B21/04—Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons
- G08B21/0407—Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons based on behaviour analysis
- G08B21/0423—Alarms for ensuring the safety of persons responsive to non-activity, e.g. of elderly persons based on behaviour analysis detecting deviation from an expected pattern of behaviour or schedule
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Abstract
This application provides a kind of method, apparatus, system and the equipment of discovering device user exception, this method includes：Obtain the use state of equipment；Compare the preset reference use state for characterizing equipment user behavior；Judge whether the current behavior of equipment user belongs to abnormal behaviour according to comparing result, the abnormal behaviour is not operated including at least equipment in preset duration；If current behavior belongs to abnormal behaviour, alarm event is executed.The application determines whether associated user occurs accident by smart machine.Judge whether the current behavior of associated user belongs to abnormal behaviour based on the use state of the equipment such as mobile device, internet of things equipment, once belonging to, then associated user is likely to occur fortuitous event, can execute alarm event at this time, so as to and alarm or contact emergency contact.
Description
Technical field
This application involves field of communication technology more particularly to a kind of method, apparatus, the systems of discovering device user exception
And equipment.
Background technology
It is aggravated at present along with solitaryization phenomenon, some often live alone, in addition go out alone also very universal.
After something unexpected happened, other people possibly can not have found in time, and may cause cannot execute medical treatment, alarm or contact in time is associated
It is people etc..
Invention content
It, can be in consideration of it, the application provides a kind of method, apparatus, system and the equipment of discovering device user exception
Fortuitous event is found in time, so as to send out alarm event in time.
A kind of method of discovering device user exception, including：
Obtain the use state of equipment；
Compare the preset reference use state for characterizing equipment user behavior；
Judge whether the current behavior of the equipment user belongs to abnormal behaviour, the abnormal behaviour according to comparing result
It is not operated in preset duration including at least the equipment；
If the current behavior belongs to abnormal behaviour, alarm event is executed.
Preferably, the use state for obtaining equipment, including：
Obtain the equipment status information or receiving device user be directed to the equipment operation information.
Preferably, the equipment is not operated in preset duration, including：
The equipment is not unlocked in preset duration, the equipment un-shifted and described equipment in preset duration exists
Electricity be not electrically charged in the case of being less than power threshold in any one or arbitrary combination.
Preferably, the execution alarm event, including：
Jingle bell vibrates, dials preset number, any one in message is sent to goal-selling or is arbitrarily combined.
A kind of device of discovering device user exception, including：Acquisition module, contrast module, judgment module and execution mould
Block；
The acquisition module, the use state for obtaining equipment；
The contrast module, for comparing the preset reference use state for characterizing equipment user behavior；
The judgment module, for judging whether the current behavior of the equipment user belongs to abnormal according to comparing result
Behavior, the abnormal behaviour are not operated including at least the equipment in preset duration；
The execution module executes alarm event if belonging to abnormal behaviour for the current behavior.
Preferably, the acquisition module, is specifically used for：
Obtain the equipment status information or receiving device user be directed to the equipment operation information.
Preferably, the equipment is not operated in preset duration, including：
The equipment is not unlocked in preset duration, the equipment un-shifted and described equipment in preset duration exists
Electricity be not electrically charged in the case of being less than power threshold in any one or arbitrary combination.
Preferably, the execution module, is specifically used for：
Jingle bell vibrates, dials preset number, any one in message is sent to goal-selling or is arbitrarily combined.
A kind of system of discovering device user exception, including：Server and equipment；
The equipment, the use state for sending the equipment to the server；
The server, the use state for obtaining the equipment；It compares preset for characterizing equipment user row
For reference use state；Judge whether the current behavior of the equipment user belongs to abnormal behaviour, institute according to comparing result
Abnormal behaviour is stated not operated in preset duration including at least the equipment；If the current behavior belongs to abnormal behaviour, hold
Row alarm event.
A kind of equipment, including：Processor and memory；
The memory, the program for storing the processor operation；
The processor, use state when executing program for obtaining equipment；Comparing preset makes for characterizing equipment
The reference use state of user's behavior；Judge whether the current behavior of the equipment user belongs to abnormal row according to comparing result
For the abnormal behaviour is not operated including at least the equipment in preset duration；If the current behavior belongs to abnormal row
To execute alarm event.
By the above technological means, following advantageous effect may be implemented：
The application determines whether associated user occurs accident by smart machine.It is set based on mobile device, Internet of Things
The use states of the equipment such as standby judges whether the current behavior of associated user belongs to abnormal behaviour, once belong to, then it is related
User is likely to occur fortuitous event, can execute alarm event at this time, so as to and alarm or contact emergency contact.
Description of the drawings
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technology description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
The embodiment of invention for those of ordinary skill in the art without creative efforts, can also basis
The attached drawing of offer obtains other attached drawings.
Fig. 1 shows the Organization Chart of the system of discovering device user's exception；
Fig. 2 is the method flow diagram of the method for detection device user exception provided by the embodiments of the present application；
Fig. 3 is the another method flow chart of the method for detection device user exception provided by the embodiments of the present application；
Fig. 4 is the structural schematic diagram of the device of detection device user exception provided by the embodiments of the present application.
Specific implementation mode
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation describes, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
In order to solve the problems, such as that other people can not have found in time after accident occurs for equipment associated user, the application provides can be according to
The method of associated user exception is differentiated according to equipment use state, can execute alarm thing in time when determining abnormal behaviour
Part.
Equipment can be the daily equipment being commonly used in the embodiment of the present application, include mainly that mobile device and Internet of Things are set
It is standby, wherein mobile device can be the mobile terminals such as mobile phone, pad, wearable intelligent equipment, and internet of things equipment may include intelligence
The smart homes such as energy door lock, intelligent curtain.
Individually below by taking mobile phone and intelligent door lock as an example, abnormal behaviour is illustrated：
The normal behaviour of mobile phone includes unlock mobile phone (screen locking is not arranged can be then to light screen), contour using wechat
Frequency is applied, by events such as movements (being perceived by the acceleration transducer in mobile phone).For example, a cellie, daytime
Can set in 2 hours used mobile phone as normal behaviour, and mobile phone was not used always more than 2 hours, then the cellie deposits
In abnormal behaviour.
One normal house-owner, can pass in and out room daily.Therefore, for intelligent door lock, can set gone out or
The unlocking signal gone home is normal behaviour, and house-owner does not unlock for 24 hours, then it represents that there are abnormal behaviours by the house-owner.
In practical applications, should be using the implementation procedure of discovering device user's abnormal behaviour can reside the journey of operation
Sequence.
By taking mobile phone as an example, can be individually for implementing the dedicated program that the present invention works out, can also be to be built in operation system
The program of system, system level program, screen locking program, program launchers (Launcher) etc..
Dedicated program can be monitored checks related system data with the relevant system broadcasts of abnormal behaviour, or timing, to sentence
Whether the current behavior of other equipment user belongs to abnormal behaviour.
The present invention, which can be built into above-mentioned other, can reside the program of operation, such as can be built into screen protection screen locking program
In, it is abnormal that user does not unlock mobile phone (for the user of screen locking is not arranged, may be used and light mobile phone screen) for a long time
Behavior；Or built-in the present invention program in program launchers, user for a long time not actuated random procedure when, it may be determined that deposit
In abnormal behaviour.It is built into other modules in operating system and above-mentioned function equally may be implemented.
It is of course also possible to be built into other frequency applications programs, such as wechat, but low frequency applications program is not suitable for exception
Behavior.
The implementation framework of the present invention should generally use client server architecture (Client/Server frameworks, abbreviation C/S
Framework).For abnormal behaviour, in mobile phone, shutdown or out of power may not be able to send out alarm event for a long time, and be taken in C/S frameworks
Time-out triggering alarm may be implemented in business device.
Certainly, partial function can also be completed using only the single machine framework of client.For example, when equipment normal operation (compares
As mobile phone have electricity, have network, normal boot-strap) when, be not used by for a long time person operation, can also directly send out overtime alarm, nothing
Server need to be passed through.
Only current service all uses C/S frameworks substantially, since it is desired that other miscellaneous functions such as user's registration, therefore
Follow-up word is mainly illustrated with C/S frameworks.But theoretically certain functions can be realized with single machine, still in the scope of this patent
It is interior.
Fig. 1 shows the Organization Chart of the system of discovering device user's exception, including：Server 1 and equipment 2；
Equipment 1, for the use state to server sending device；
Server 2, the use state for obtaining equipment；Compare the preset reference for characterizing equipment user behavior
Use state；Judge whether the current behavior of equipment user belongs to abnormal behaviour according to comparing result, the abnormal behaviour is extremely
It is not operated in preset duration including equipment less；If current behavior belongs to abnormal behaviour, alarm event is executed.
A timer is defined in server end, is triggered in the normal behaviour of mobile phone terminal and sends reset indication to server,
Server end resets timer.Normal behaviour occurs when mobile phone terminal is no for a long time, the timer expiry of server end will be led to,
Server sends out alarm event.
By taking mobile device is mobile phone as an example, illustrate：
One cellie, daytime are more than 2 hours unused mobile phones, then lead to server timer expiry, server
Send out alarm event.
Specifically, the abnormal behaviour of several different stages can be arranged in mobile phone, different exceptions is detected in mobile phone terminal
When behavior, the alarm triggered event identified comprising abnormal behaviour is sent out, so that server is based on different abnormal behaviour, triggering is not
Same alarm event.
By taking internet of things equipment is intelligent door lock as an example, illustrate：
It can be 24 hours that timer, which is arranged, in server, after intelligent door lock receives unlocking signal, can send unlocking
Signal is to server end.After received server-side unlocking signal, timer is reset.Unlocking letter is not received when server 24 is small
Number, then timer can time-out.This illustrates that the house-owner does not go home for 24 hours or 24 hours do not go out, and server is sent out at this time
Alarm event.
Certainly, house-owner goes on business, travelling may cause to report by mistake.At this point, terminal can send pause instruction to server, with
Suspend the present embodiment, to avoid generating wrong report.After house-owner returns normal life, terminal can send open command, so as to
Re-execute the present embodiment.
The application provides a kind of method of discovering device user exception, and method flow diagram is as shown in Fig. 2, including following step
Suddenly：
Step S1：Obtain the use state of equipment；
In the present embodiment, by taking mobile phone as an example, what cellie can be regular be unlocked, screen locking or checks that some is answered
With program etc., correspondingly, the execution unlock operation that mobile phone can be regular, screen locking operation or running some application program.At this point,
The system broadcasts with abnormal behaviour relevant operation can be monitored, it, certainly, can also be direct to obtain the status information of relevant operation
Receiving device user is directed to the concrete operations information of equipment, such as unlock operation information, screen locking operation information or program fortune
Row information etc..
Step S2：Compare the preset reference use state for characterizing equipment user behavior；
In the present embodiment, with reference to use state can be equipment user normal behaviour when equipment use state.For example,
One cellie can set in 2 hours and use mobile phone as normal behaviour daytime.If the mobile phone acquired in step S10
Use state different from normal behaviour when equipment use state, then it represents that the current behavior of equipment user belongs to abnormal row
For conversely, then belonging to normal behaviour.
Certainly, with reference to use state can also be equipment user there are the use states of equipment when abnormal behaviour, for example,
One cellie can set mobile phone was not used always more than 2 hours as abnormal behaviour daytime.If acquired in step S10
Mobile phone use state different from abnormal behaviour, then it represents that the current behavior of equipment user belongs to normal behaviour, conversely, then belonging to
In abnormal behaviour.
In addition, can manually be set with reference to use state, can also self study obtain.Specifically, self study can utilize existing machine
Device learning algorithm is completed, and the present embodiment is not specifically limited.
Step S3：Judge whether the current behavior of equipment user belongs to abnormal behaviour, the exception according to comparing result
Behavior is not operated including at least equipment in preset duration；
In the present embodiment, it can determine that equipment exists with the comparing result with reference to use state according to the use state of equipment
Either with or without being operated in preset duration, such as cellie is not exceeded 2 hours using the interval of mobile phone generally on daytime,
If cellie does not unlock within 2 hours, it is believed that there are abnormal behaviours by cellie.Certainly, it can also supervise
The case where cellie is using specified application is surveyed, for example, if wechat is not used in cellie within 2 hours, it can
Thinking cellie, there are abnormal behaviours.
In addition, equipment further includes that equipment is un-shifted in preset duration not by operation in preset duration.For example, utilizing
The change in location of acceleration transducer awareness apparatus.Certainly, equipment not may also include equipment in electricity in preset duration by operation
Amount is not electrically charged in the case of being less than power threshold.For example, user presets when mobile phone also has 5% or less electricity also not
Charging, as abnormal behaviour.
In addition, preset duration can preassign for user, can also be determined based on history use state, that is, can be with
By learning the use habit of user, for example, screen locking custom is spaced to determine that user unlocks.
Step S4 executes alarm event if current behavior belongs to abnormal behaviour.
In the present embodiment, the operation according to user to program on relevant device or equipment is judged by server or equipment
Whether the operation is abnormal, and when there are abnormal conditions, warning information is sent out by equipment or server.
In practical applications, alarm event can be executed by equipment, can also alarm event be executed by external equipment, specifically,
Equipment is sent a warning message by the communication mode of setting to external equipment, and alarm event is executed to trigger external equipment.For
Time out event, external equipment (server) can also actively send out alarm event.
It should be noted that in the present embodiment can by jingle bell, vibrate, dial preset number, to goal-selling send believe
Any one or arbitrary combination in breath are completed to alarm or get in touch with emergency contact.And sending message to goal-selling can have
Body is the message that presets are sent to default equipment, for example, in short message, Email, PUSH message and network API Calls
One kind or arbitrary combination.
In some other embodiment, for reduce data processing amount, it is shown in Fig. 1 go out method on the basis of, further include as
Lower step, method flow diagram are as shown in Figure 3：
S5, the use state of recording equipment and the executive condition of alarm event.
In the present embodiment, by count equipment use state and under the use state alarm event execution feelings
Condition, for example implementation rate is alerted, when there is the use state using equipment next time, alarm can be directly executed, is sentenced to reduce
Disconnected process realizes quickly alarm.
The present invention realizes on mobile terminals, can individually work out dedicated program, can also be built into operating system and be
In irrespective of size program, it can also be built into common application program.
This section illustrates the dedicated program embodiment on mobile terminal.
It is the simplest method that this patent is implemented using dedicated program.According to the dedicated program that the present invention works out, operation
In smart machine, and resident operation is kept, by receiving the message of smart machine or reading related data, is sent to server
Behavioral data.The system message and energy that function limitation achieved by the embodiment of dedicated program can be received in dedicated program
The data enough read.
By taking Android mobile phone as an example, dedicated program is worked out, and configures the resident operation of the dedicated program and (is not managed by Installed System Memory
Kill), dedicated program receives system message, can at least receive following system message：Mobile phone unlock, mobile phone shutdown, at least may be used
To read following system data：The current electricity of battery, equipment current position.
User can configure time-out time by dedicated program user interface, such as user generally uses hand on daytime
The interval of machine does not exceed 2 hours.It is of course possible to which the different time-out times in daytime/evening, working day/holiday are respectively configured.Under
Face is illustrated for setting 2 hours daytime.
Cellie unlocks every time uses mobile phone, and dedicated program will receive the system broadcast message of mobile phone unlock, special
Program receives the message, just sends out resetting request to server.
Server receives resetting request, then resets the timer of the cellie.
When 2 is small, interior unlock again uses mobile phone, dedicated program that can send resetting request, service again to cellie
Device can reset the timer of the cellie again.
Mobile phone is not unlocked when user is more than 2 small, and server timer expired sends out warning information.
Dedicated program can also be worked out to substitute third party software of certain systems from tape program, such as dedicated program can
To make screen protection screen locking program.
This section illustrates the embodiment for being built into operating system on mobile terminal.
It is built into operating system, is the most comprehensive method that this patent is implemented.Operating system can obtain smart machine
Most comprehensive data and operation behavior, can do most overall judgement.
By taking Android mobile phone as an example, operating system is in addition to that can obtain the unlock behavior that above-mentioned dedicated program can obtain, shutdown row
For, electricity data, position data, acceleration transducer data etc., user's input can also be obtained, (unlock is soft for unlocking pin
Part typically belongs to a part for operating system, is placed on during operating system is realized and discusses here, also there is third party's screen locking unlock certainly
Software) etc. data.
In addition, operating system and system level program will not be killed by Installed System Memory management, therefore necessarily reside operation.
It is built in the embodiment of the present invention of operating system, the same ability that can be realized above-mentioned special-purpose software and realize, every
Resetting request is sent out to server when secondary unlock, sends out the shutdown information with electricity data to server during shutdown, is serviced
Device can be with this in time-out and abnormal shutdown alarm.
During server executes alert event, it can implement to remind journey by way of jingle bell or vibration
Sequence, and the duration of Statistics Implementation reminder；If the duration is less than preset time threshold, and receives stopping jingle bell
Or the instruction of vibration, then stop implementing reminder；If the duration is more than preset time threshold, alerted.This can
To prevent the generation of wrong report.
Can be special timer, from when resetting it should be noted that " timer " is the concept of a broad sense
Start timing, reaches time-out time alarm；Can also be record reset time, system associated process poll current time with it is last
Whether the difference of reset time is more than the time-out time of setting；Even can be unspecial timer, but according to equipment its
Whether the difference of the time of his behavior record, last user's normal behaviour time and current time is more than preset time-out time.
This section illustrates the embodiment for being built into common application on mobile terminal.
It is built into common application, is the most deep method that this patent is implemented.Being built into common application and may determine that makes
Whether the depth behavior of user is normal.
Dedicated program and operating system can not all obtain the data using itself, can then be judged with depth using itself.But
It is built into common application, although the behavior judged is deep, wechat that is also relatively narrow, such as illustrating below, only to wechat
The abnormal behaviour that severe user can use wechat as time-out judges.
Frequency applications can set abnormal behaviour, such as wechat, can be as a replacement of unlock resetting timer, such as
Wechat is commonly used in fruit user custom, then can give wechat usage frequency that a timer, such as 2 hours are arranged, make every time
With wechat, the present procedure component being built into wechat will submit resetting to ask to server, and server resets the user
This alarm the timer of strategy (wechat time-out).If 2 hours unused wechats of user, it is believed that be abnormal, server
The timer expired, triggering alarm.
Internet of things equipment is fairly simple compared with intelligent terminal, therefore need not repartition independent dedicated program or behaviour
Make system or common application.Internet of things equipment is illustrated by taking intelligent door lock as an example.
It will necessarily go out or return in the custom that user gos out according to oneself, goes home, such as 24 hours, that is, 24 small
When the inevitable once unlocking operation of interior intelligent door lock, time-out time can be set as 24 hours.
Each user opens the door, then sends out unlocking resetting request to server, and server resets the unlocking meter of the user
When device.If user does not open and moves into one's husband's household upon marriage for continuous 24 hours, the server timer expired, alarm is sent out, notifies emergency contact
People should look over whether the user occurs accident.
The present embodiment is to activate testament taken in conjunction testament lawyer using multi-signal.
The case where the present embodiment is satisfied by alarm conditions using multiple signals such as mobile phone screen locking, intelligent door lock, intelligent electric lamps
Under, tentatively judge that user is likely to occur serious accident.The family members set and lawyer are notified at this time, are confirmed by family members and lawyer
User's state.
After tentatively judging the serious accident of user's appearance and notifying setting family members and lawyer, family members and lawyer couple are received
After the dead confirmation of the user, testament is just sent to family members and the testament lawyer of setting.
By the above technological means, following advantageous effect may be implemented：
In order to solve the problems, such as that other people possibly can not have found that this method is come by smart machine in time after something unexpected happened
Determine whether associated user occurs accident.Judge correlation based on the use state of the equipment such as mobile device, internet of things equipment
Whether the current behavior of user belongs to abnormal behaviour, once belonging to, then associated user is likely to occur fortuitous event, at this time
Alarm event can be executed, so as to and alarm or contact emergency contact.
The method of discovering device user's exception based on above-mentioned offer, the application, which also provides, a kind of executing the above method
Device, the structural schematic diagram of the device of discovering device user's abnormal behaviour is as shown in figure 4, include：Acquisition module 10, comparison mould
Block 20, judgment module 30 and execution module 40；
Acquisition module 10, the use state for obtaining equipment；
In the present embodiment, by taking mobile phone as an example, what cellie can be regular be unlocked, screen locking or checks that some is answered
With program etc., correspondingly, the execution unlock operation that mobile phone can be regular, screen locking operation or running some application program.At this point,
The system broadcasts with abnormal behaviour relevant operation can be monitored, it, certainly, can also be direct to obtain the status information of relevant operation
Receiving device user is directed to the concrete operations information of equipment, such as unlock operation information, screen locking operation information or program fortune
Row information etc..
Contrast module 20, for comparing the preset reference use state for characterizing equipment user behavior；
In the present embodiment, with reference to use state can be equipment user normal behaviour when equipment use state.For example,
One cellie can set in 2 hours and use mobile phone as normal behaviour daytime.If the hand acquired in acquisition module 10
The use state of equipment when the use state of machine is different from normal behaviour, then it represents that the current behavior of equipment user belongs to abnormal row
For conversely, then belonging to normal behaviour.
Certainly, with reference to use state can also be equipment user there are the use states of equipment when abnormal behaviour, for example,
One cellie can set mobile phone was not used always more than 2 hours as abnormal behaviour daytime.If acquisition module 10 is obtained
The use state of the mobile phone taken is different from abnormal behaviour, then it represents that the current behavior of equipment user belongs to normal behaviour, conversely, then
Belong to abnormal behaviour.
In addition, can manually be set with reference to use state, can also self study obtain.Specifically, self study can utilize existing machine
Device learning algorithm is completed, and the present embodiment is not specifically limited.
Judgment module 30, for judging whether the current behavior of equipment user belongs to abnormal behaviour according to comparing result,
The abnormal behaviour is not operated including at least equipment in preset duration；
In the present embodiment, it can determine that equipment exists with the comparing result with reference to use state according to the use state of equipment
Either with or without being operated in preset duration, such as cellie is not exceeded 2 hours using the interval of mobile phone generally on daytime,
If cellie does not unlock within 2 hours, it is believed that there are abnormal behaviours by cellie.Certainly, it can also supervise
The case where cellie is using specified application is surveyed, for example, if wechat is not used in cellie within 2 hours, it can
Thinking cellie, there are abnormal behaviours.
In addition, equipment further includes that equipment is un-shifted in preset duration not by operation in preset duration.For example, utilizing
The change in location of acceleration transducer awareness apparatus.Certainly, equipment not may also include equipment in electricity in preset duration by operation
Amount is not electrically charged in the case of being less than power threshold.For example, user presets when mobile phone also has 5% or less electricity also not
Charging, as abnormal behaviour.
In addition, preset duration can preassign for user, can also be determined based on history use state, that is, can be with
By learning the use habit of user, for example, screen locking custom is spaced to determine that user unlocks.
Execution module 40 executes alarm event if belonging to abnormal behaviour for current behavior.
In the present embodiment, the operation according to user to program on relevant device or equipment is judged by server or equipment
Whether the operation is abnormal, and when there are abnormal conditions, warning information is sent out by equipment or server.
In practical applications, alarm event can be executed by equipment, can also alarm event be executed by external equipment, specifically,
Equipment is sent a warning message by the communication mode of setting to external equipment, and alarm event is executed to trigger external equipment.For
Time out event, external equipment (server) can also actively send out alarm event.
It should be noted that in the present embodiment execution module 40 can by jingle bell, vibrate, dial preset number, to default
Target sends any one in information or arbitrarily combines to complete alarm or get in touch with emergency contact.And it is sent out to goal-selling
It can be specially that the message of presets is sent to default equipment to send message, for example, short message, Email, PUSH message and net
One kind in network API Calls or arbitrary combination.
The present apparatus determines whether associated user occurs accident by smart machine.It is set based on mobile device, Internet of Things
The use states of the equipment such as standby judges whether the current behavior of associated user belongs to abnormal behaviour, once belong to, then it is related
User is likely to occur fortuitous event, can execute alarm event at this time, so as to and alarm or contact emergency contact.
The application also provides a kind of equipment, which includes processor and memory.
Memory, the program for storing processor operation；
Processor, use state when executing program for obtaining equipment；It compares preset for characterizing equipment user
The reference use state of behavior；Judge whether the current behavior of equipment user belongs to abnormal behaviour according to comparing result, it is described
Abnormal behaviour is not operated including at least equipment in preset duration；If current behavior belongs to abnormal behaviour, alarm event is executed.
The equipment can be mobile device or internet of things equipment, can also be server, and the present embodiment does not do this specifically
It limits.
If the function described in the present embodiment method is realized in the form of SFU software functional unit and as independent product pin
It sells or in use, can be stored in a computing device read/write memory medium.Based on this understanding, the embodiment of the present application
The part of the part that contributes to existing technology or the technical solution can be expressed in the form of software products, this is soft
Part product is stored in a storage medium, including some instructions are used so that computing device (can be personal computer,
Server, mobile computing device or network equipment etc.) execute all or part of step of each embodiment the method for the application
Suddenly.And storage medium above-mentioned includes：USB flash disk, read-only memory (ROM, Read-Only Memory), is deposited mobile hard disk at random
The various media that can store program code such as access to memory (RAM, Random Access Memory), magnetic disc or CD.
Each embodiment is described by the way of progressive in this specification, the highlights of each of the examples are with it is other
The difference of embodiment, just to refer each other for same or similar part between each embodiment.
The foregoing description of the disclosed embodiments enables professional and technical personnel in the field to realize or use the application.
Various modifications to these embodiments will be apparent to those skilled in the art, as defined herein
General Principle can in other embodiments be realized in the case where not departing from spirit herein or range.Therefore, the application
It is not intended to be limited to the embodiments shown herein, and is to fit to and the principles and novel features disclosed herein phase one
The widest range caused.
Claims (10)
1. a kind of method of discovering device user exception, which is characterized in that including：
Obtain the use state of equipment；
Compare the preset reference use state for characterizing equipment user behavior；
Judge whether the current behavior of the equipment user belongs to abnormal behaviour according to comparing result, the abnormal behaviour is at least
It is not operated in preset duration including the equipment；
If the current behavior belongs to abnormal behaviour, alarm event is executed.
2. according to the method described in claim 1, it is characterized in that, it is described obtain equipment use state, including：
Obtain the equipment status information or receiving device user be directed to the equipment operation information.
3. according to the method described in claim 1, it is characterized in that, the equipment is not operated in preset duration, including：
The equipment is not unlocked in preset duration, the equipment in preset duration un-shifted and described equipment in electricity
Any one in not being electrically charged in the case of less than power threshold or arbitrary combination.
4. according to the method described in claim 1, it is characterized in that, the execution alarm event, including：
Jingle bell vibrates, dials preset number, any one in message is sent to goal-selling or is arbitrarily combined.
5. a kind of device of discovering device user exception, which is characterized in that including：Acquisition module, contrast module, judgment module
And execution module；
The acquisition module, the use state for obtaining equipment；
The contrast module, for comparing the preset reference use state for characterizing equipment user behavior；
The judgment module, for judging whether the current behavior of the equipment user belongs to abnormal row according to comparing result
For the abnormal behaviour is not operated including at least the equipment in preset duration；
The execution module executes alarm event if belonging to abnormal behaviour for the current behavior.
6. device according to claim 5, which is characterized in that the acquisition module is specifically used for：
Obtain the equipment status information or receiving device user be directed to the equipment operation information.
7. device according to claim 5, which is characterized in that the equipment is not operated in preset duration, including：
The equipment is not unlocked in preset duration, the equipment in preset duration un-shifted and described equipment in electricity
Any one in not being electrically charged in the case of less than power threshold or arbitrary combination.
8. device according to claim 5, which is characterized in that the execution module is specifically used for：
Jingle bell vibrates, dials preset number, any one in message is sent to goal-selling or is arbitrarily combined.
9. a kind of system of discovering device user exception, which is characterized in that including：Server and equipment；
The equipment, the use state for sending the equipment to the server；
The server, the use state for obtaining the equipment；It compares preset for characterizing equipment user behavior
With reference to use state；Judge whether the current behavior of the equipment user belongs to abnormal behaviour according to comparing result, it is described different
Chang Hangwei is not operated including at least the equipment in preset duration；If the current behavior belongs to abnormal behaviour, announcement is executed
Alert event.
10. a kind of equipment, which is characterized in that including：Processor and memory；
The memory, the program for storing the processor operation；
The processor, use state when executing program for obtaining equipment；It compares preset for characterizing equipment user
The reference use state of behavior；Judge whether the current behavior of the equipment user belongs to abnormal behaviour according to comparing result,
The abnormal behaviour is not operated including at least the equipment in preset duration；If the current behavior belongs to abnormal behaviour,
Execute alarm event.
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| CN201810271157.6A CN108470426A (en) | 2018-03-29 | 2018-03-29 | Method, apparatus, system and the equipment of discovering device user's exception |
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| CN201810271157.6A CN108470426A (en) | 2018-03-29 | 2018-03-29 | Method, apparatus, system and the equipment of discovering device user's exception |
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| CN201810271157.6A Pending CN108470426A (en) | 2018-03-29 | 2018-03-29 | Method, apparatus, system and the equipment of discovering device user's exception |
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Application publication date: 20180831 |