CN107169327A - A kind of safety monitoring control method and terminal - Google Patents

A kind of safety monitoring control method and terminal Download PDF

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Publication number
CN107169327A
CN107169327A CN201710203812.XA CN201710203812A CN107169327A CN 107169327 A CN107169327 A CN 107169327A CN 201710203812 A CN201710203812 A CN 201710203812A CN 107169327 A CN107169327 A CN 107169327A
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Prior art keywords
terminal
data
contextual information
history
current
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万志强
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Nubia Technology Co Ltd
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Nubia Technology Co Ltd
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Priority to CN201710203812.XA priority Critical patent/CN107169327A/en
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/30Authentication, i.e. establishing the identity or authorisation of security principals
    • G06F21/31User authentication
    • G06F21/316User authentication by observing the pattern of computer usage, e.g. typical user behaviour
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04MTELEPHONIC COMMUNICATION
    • H04M1/00Substation equipment, e.g. for use by subscribers
    • H04M1/72Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
    • H04M1/724User interfaces specially adapted for cordless or mobile telephones
    • H04M1/72448User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
    • H04M1/72454User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to context-related or environment-related conditions
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2221/00Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/21Indexing scheme relating to G06F21/00 and subgroups addressing additional information or applications relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/2133Verifying human interaction, e.g., Captcha
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F2221/00Indexing scheme relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/21Indexing scheme relating to G06F21/00 and subgroups addressing additional information or applications relating to security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F2221/2141Access rights, e.g. capability lists, access control lists, access tables, access matrices

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  • Engineering & Computer Science (AREA)
  • Computer Security & Cryptography (AREA)
  • Computer Hardware Design (AREA)
  • General Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Social Psychology (AREA)
  • Software Systems (AREA)
  • Health & Medical Sciences (AREA)
  • General Physics & Mathematics (AREA)
  • General Health & Medical Sciences (AREA)
  • Environmental & Geological Engineering (AREA)
  • Human Computer Interaction (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • User Interface Of Digital Computer (AREA)

Abstract

The invention discloses a kind of safety monitoring control method and terminal, by obtaining the work contextual information that terminal is presently in, and the work contextual information for being presently in the terminal got match obtaining matching result with the work contextual information of terminal history, wherein, current environment data of the work contextual information that terminal is presently in comprising terminal local environment and terminal perform at least one of current behavior data of operational order, because the work contextual information of terminal history characterizes the past normality of the terminal, and the work contextual information of terminal currently characterizes the current state of the terminal, so when matching result fails, also indicate that the current state of terminal does not meet past normality, so control terminal carries out early warning mechanism processing, so as to preferably ensure the safety of terminal, the security of information in terminal can further be lifted, improve the satisfaction of Consumer's Experience.

Description

A kind of safety monitoring control method and terminal
Technical field
The present invention relates to field of terminal technology, more specifically to a kind of safety monitoring control method and terminal.
Background technology
With the progress of intelligent terminal communication career, terminal industry has welcome the spring of development, and with terminal The continuous lifting of intelligent product, intelligent terminal institute's role in people live is also more and more important, and intelligent terminal can Easily to solve most of problem in people's daily life, for example, people can be consumed by intelligent terminal payment, be turned Account, beat etc., but people enjoy intelligent terminal bring convenience while, also generate can not be ignored information peace Full problem.
Some the elderlys can not be skilled operation intelligent terminal, so tending not to set intelligent terminal used in oneself Password is put, once so the intelligent terminal is fallen into other human hands, other people can be just directly obtained on the intelligent terminal Information, so as to cause the leakage of information in terminal.And to the heavier young user regarded of safety of information on intelligent terminal and Speech, they often set unlocking pin to intelligent terminal used in oneself, only inputted in user by terminal During this operation of password, terminal just can be matched the password received with the unlocking pin set before user, that is to say This verification process can only be initiated by using householder is dynamic, and when the password of intelligent terminal is stolen, due to active user according to The password of acquisition is by the certification of terminal, and terminal also will not be again recognized the user during the use of active user Demonstrate,prove, therefore the information on the intelligent terminal equally can be compromised, so that tremendous influence can be brought to former terminal user.Therefore, such as What preferably ensures the safety of information on intelligent terminal, lifts the safe class of intelligent terminal certification as urgently to be resolved hurrily important Problem.
The content of the invention
The technical problem to be solved in the present invention is:The certification of existing intelligent terminal can only actively be initiated by user, and be worked as When authentication password is stolen by other people, intelligent terminal can normally be used by other people so that the information leakage on intelligent terminal, cause end The problem of security of information is relatively low on end.
In order to solve the above technical problems, the present invention provides a kind of safety monitoring control method, including:
The work contextual information that terminal is presently in is obtained, the work contextual information being presently in is comprising residing for terminal The current environment data and terminal of environment perform at least one of current behavior data of operational order;
The work contextual information being presently in is matched with the work contextual information of the terminal history Matching result;
When the matching result is failure, the terminal is controlled to carry out early warning mechanism processing.
Alternatively, the work contextual information of the terminal history includes the collecting device according to the terminal in the terminal The history environment data and/or terminal directly collected in the history course of work perform the historical behavior data of operational order and obtained The direct contextual information of history arrived;
The history environment number directly collected in the terminal history course of work according to the collecting device of the terminal According to and/or terminal perform the historical behavior data of operational order and obtain the direct contextual information of history and include:
The historical behavior data that the history environment data and/or terminal collected perform operational order are located in advance Reason, the preprocessing process includes holding the environmental data and/or terminal after de-redundancy data processing according to default transformation rule The behavioral data of row operational order carries out data conversion to obtain history preprocessed data;
The corresponding history of history preprocessed data is obtained to history preprocessed data progress semantic analysis processing straight Connect contextual information.
Alternatively, the work contextual information of the terminal currently includes the collecting device according to the terminal in the terminal The current environment data and/or terminal directly collected in current work processes perform the current behavior data of operational order and obtained The current direct contextual information arrived;
The current environment number directly collected in the terminal current work processes according to the collecting device of the terminal According to and/or terminal perform the current behavior data of operational order and obtain current directly contextual information and include:
The current behavior data that the current environment data and/or terminal collected perform operational order are located in advance Reason, the preprocessing process includes holding the environmental data and/or terminal after de-redundancy data processing according to default transformation rule The behavioral data of row operational order carries out data conversion to obtain current preprocessed data;
The current preprocessed data is obtained to the current preprocessed data progress semantic analysis processing corresponding current straight Connect contextual information;
The work contextual information that the acquisition terminal is presently in includes:Obtain that the terminal is presently in it is current directly Contextual information;
It is described to be matched the work contextual information being presently in the work contextual information of the terminal history Matching result includes:The current directly contextual information with the direct contextual information of the history match and obtains matching knot Really.
Alternatively, the work contextual information of the terminal history also includes the collecting device according to the terminal at the end In the history course of work of end the history environment data that directly collect and/or terminal perform operational order historical behavior data and The obtained indirect contextual information of history;
The history environment number directly collected in the terminal history course of work according to the collecting device of the terminal According to and/or terminal perform the historical behavior data of operational order and obtain the indirect contextual information of history and include:
Reasoning number of combinations is obtained after combination is made inferences to the history preprocessed data by default situation Inference Conditions According to carrying out semantic analysis processing to the reasoning data splitting and obtain the indirect situation of the corresponding history of history preprocessed data believing Breath.
Alternatively, the work contextual information of the terminal currently includes the collecting device according to the terminal in the terminal The current environment data and/or terminal directly collected in current work processes perform the current behavior data of operational order and obtained The current indirect contextual information arrived;
The current environment number directly collected in the terminal current work processes according to the collecting device of the terminal According to and/or terminal perform the current behavior data of operational order and obtain current contextual information indirectly and include:
Reasoning number of combinations is obtained after combination is made inferences to the current preprocessed data by default situation Inference Conditions According to carrying out semantic analysis processing to the reasoning data splitting and obtain the corresponding current situation indirectly of the current preprocessed data believing Breath;
The work contextual information that the acquisition terminal is presently in also includes:Obtain that the terminal is presently in it is current between Connect contextual information;
It is described to be matched the work contextual information being presently in the work contextual information of the terminal history Matching result includes:The current contextual information indirectly with the indirect contextual information of the history match and obtains matching knot Really.
Alternatively, the control terminal is made early warning mechanism processing and included:
The terminal is controlled to send certification instruction to active user;
Receive the authentication information that user issues;
User identity is authenticated according to the authentication information.
Alternatively, the invention provides a kind of terminal, including:
Current context data obtaining module, it is described to be presently in for obtaining the work contextual information that terminal is presently in Work contextual information comprising terminal local environment current environment data and terminal perform operational order current behavior data At least one of;
Matching module, for by the work contextual information of the work contextual information being presently in and the terminal history Progress, which is matched, obtains matching result;
Control module, for when the matching result is failure, controlling the terminal to carry out early warning mechanism processing.
Alternatively, the work contextual information of the terminal history includes the direct contextual information of history;
Described device also includes the direct contextual information acquisition module of history, for the collecting device to the terminal described The history environment data and/or terminal directly collected in the terminal history course of work perform the historical behavior data of operational order Pre-processed, the preprocessing process is included according to default transformation rule to the history environment data after de-redundancy data processing And/or the historical behavior data progress data conversion that terminal performs operational order is gone through with obtaining history preprocessed data to described History preprocessed data carries out semantic analysis processing and obtains the direct contextual information of the corresponding history of the history preprocessed data.
Alternatively, the work contextual information of the terminal history also includes the indirect contextual information of history;
Described device also includes the indirect contextual information acquisition module of history, for by presetting situation Inference Conditions to through institute State after the treated history preprocessed data of the direct contextual information acquisition module of history makes inferences combination and obtain reasoning number of combinations According to carrying out semantic analysis processing to the reasoning data splitting and obtain the indirect situation of the corresponding history of history preprocessed data believing Breath.
Alternatively, the work contextual information of the terminal currently includes current directly contextual information and current situation letter indirectly Breath;
The current context data obtaining module includes:
Current directly contextual information acquiring unit, for the collecting device to the terminal in the terminal work at present The current behavior data that the current environment data and/or terminal directly collected in journey perform operational order are pre-processed, institute Stating preprocessing process includes performing the current environment data after de-redundancy data processing and/or terminal according to default transformation rule The current behavior data of operational order carry out data and converted to obtain current preprocessed data, and the current preprocessed data is entered Row semantic analysis processing obtains the corresponding current directly contextual information of the current preprocessed data;
Current contextual information acquiring unit indirectly, for by presetting situation Inference Conditions to through the current directly situation The treated current preprocessed data of information acquisition unit obtains reasoning data splitting after making inferences combination, to the reasoning group Close data progress semantic analysis processing and obtain the corresponding current contextual information indirectly of the current preprocessed data;
The matching module is used to be matched the current directly contextual information with the direct contextual information of the history, And with the indirect contextual information of the history match obtaining matching result by the current contextual information indirectly.
Beneficial effect
The present invention provides a kind of safety monitoring control method and terminal, and the work situation being presently in by obtaining terminal is believed Cease, and the work contextual information that the terminal got is presently in is matched with the work contextual information of terminal history Matching result, wherein, the work contextual information that terminal is presently in includes the current environment data and terminal of terminal local environment At least one of current behavior data of operational order are performed, because the work contextual information of terminal history characterizes the terminal Past normality, and the work contextual information of terminal currently characterizes the current state of the terminal, so in matching result failure When, also indicate that the current state of terminal does not meet past normality, for example, terminal put in those years all occur from A, B, location of C, and present terminal appears in D positions at this time point, this indicates that terminal is unusual, so control terminal is carried out Early warning mechanism is handled, and in other words terminal can actively initiate early warning mechanism processing according to matching result, so as to more preferable Ensure the safety of terminal.In addition, by the scheme that provides of the present invention, stolen in terminal password by other people and other people are by stealing When password login terminal is operated, the terminal can also be according to the work contextual information of the terminal got in real time currently with going through History work contextual information is matched to judge whether the SOT state of termination is normal, can only be dynamic by using householder relative in the prior art Initiate authentication operation could judge terminal status whether the scheme of safety, the scheme that provides of the present invention can be lifted in terminal The security of information, improves the satisfaction of Consumer's Experience.
Brief description of the drawings
Below in conjunction with drawings and Examples, the invention will be further described, in accompanying drawing:
Fig. 1 is the hardware architecture diagram for realizing the optional mobile terminal of each embodiment one of the invention;
The schematic flow sheet for the safety monitoring control method that Fig. 2 provides for first embodiment of the invention;
The schematic flow sheet for the direct contextual information of acquisition history that Fig. 3 provides for first embodiment of the invention;
The schematic flow sheet for the indirect contextual information of acquisition history that Fig. 4 provides for first embodiment of the invention;
The schematic flow sheet for obtaining current directly contextual information that Fig. 5 provides for first embodiment of the invention;
The schematic flow sheet for obtaining current contextual information indirectly that Fig. 6 provides for first embodiment of the invention;
Fig. 7 carries out the schematic flow sheet of early warning mechanism processing for the control terminal that first embodiment of the invention is provided;
The schematic flow sheet for the safety monitoring control method that Fig. 8 provides for second embodiment of the invention;
The first structure schematic diagram for the terminal that Fig. 9 provides for third embodiment of the invention;
Second structural representation of the terminal that Figure 10 provides for third embodiment of the invention;
3rd structural representation of the terminal that Figure 11 provides for third embodiment of the invention;
4th structural representation of the terminal that Figure 12 provides for third embodiment of the invention;
The structural representation for the terminal that Figure 13 provides for fourth embodiment of the invention.
Embodiment
It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not intended to limit the present invention.
Describe to realize the Mobile solution equipment of each embodiment of the invention referring now to accompanying drawing.In follow-up description, Using the suffix of such as " module ", " part " or " unit " for representing element only for being conducive to the explanation of the present invention, its Itself does not have specific meaning.Therefore, " module " can be used mixedly with " part ".
Terminal can be implemented in a variety of manners, for example, the terminal described in the present invention can include such as mobile phone, Smart phone, notebook computer, digit broadcasting receiver, PDA (personal digital assistant), PAD (tablet personal computer), PMP are (portable Multimedia player), the Mobile solution equipment of guider etc. and such as fixation of numeral TV, desktop computer etc. should Use equipment.Hereinafter it is assumed that terminal is mobile terminal, it will, however, be understood by those skilled in the art that except being used in particular for moving Outside the element of dynamic purpose, construction according to the embodiment of the present invention can also apply to the terminal of fixed type.
Fig. 1 is the hardware architecture diagram for realizing the optional mobile terminal of each embodiment one of the invention.
Mobile terminal 1 00 can include wireless communication unit 110, A/V (audio/video) input block 120, user's input Unit 130, sensing unit 140, output unit 150, memory 160, interface unit 170, controller 180 and power subsystem 190 Etc..Fig. 1 shows the mobile terminal with various assemblies, it should be understood that being not required for implementing all groups shown Part.More or less components can alternatively be implemented.The element of mobile terminal will be discussed in more detail below.
Wireless communication unit 110 generally includes one or more assemblies, and it allows mobile terminal 1 00 and wireless communication system Or the radio communication between network.For example, wireless communication unit can include broadcasting reception module, mobile communication module, nothing At least one in line the Internet module, short range communication module and location information module.
A/V input blocks 120 are used to receive audio or video signal.A/V input blocks 120 can include camera and Mike Wind, camera is to the static images obtained in video acquisition mode or image capture mode by image capture apparatus or the figure of video As data are handled.Picture frame after processing may be displayed on display module.Picture frame after camera processing can be deposited Storage is transmitted in memory 160 (or other storage mediums) or via wireless communication unit 110, can be according to mobile whole The construction at end provides two or more cameras.Microphone can be in telephone calling model, logging mode, speech recognition mode etc. Sound (voice data) is received via microphone in operational mode, and can be voice data by such acoustic processing, together When, microphone can also gather the sound of mobile terminal local environment.Audio (voice) data after processing can be logical in phone The form output of mobile communication base station can be sent to via mobile communication module by being converted in the case of words pattern.Microphone can be with Implement various types of noises to eliminate (or suppression) algorithm to eliminate (or suppression) during receiving and sending audio signal The noise of generation or interference.
The order that user input unit 130 can be inputted according to user generates key input data to control each of mobile terminal Plant operation.User input unit 130 allows user to input various types of information, and can include keyboard, metal dome, touch Plate (for example, detection due to being touched caused by resistance, pressure, electric capacity etc. change sensitive component), roller, rocking bar etc. Deng.Wherein, user can input situation Inference Conditions by user input unit 130, with what is collected to other sensing equipments Data make inferences combination, especially, when touch pad is superimposed upon on display module in the form of layer, can form touch-screen.
Sensing unit 140 detects the current state of mobile terminal 1 00, (for example, mobile terminal 1 00 opens or closes shape State), the position of mobile terminal 1 00, user for the presence or absence of contact (that is, touch input) of mobile terminal 1 00, user for move Speed, the orientation of mobile terminal 1 00, the acceleration or deceleration movement of mobile terminal 1 00 and direction that dynamic terminal 100 is operated etc., And generate order or the signal of operation for controlling mobile terminal 1 00.For example, when mobile terminal 1 00 is embodied as sliding-type During mobile phone, it is opening or closing that sensing unit 140, which can sense the sliding-type phone,.In addition, sensing unit 140 can Whether detection power subsystem 190 provides electric power or whether interface unit 170 couples with external device (ED).Sensing unit 140 can be with Including proximity transducer, gravity sensor, radio frequency identification module, temperature sensor etc..
Interface unit 170 is connected the interface that can pass through as at least one external device (ED) with mobile terminal 1 00.For example, External device (ED) can include wired or wireless head-band earphone port, external power source (or battery charger) port, wired or nothing Line FPDP, memory card port, the port for connecting the device with identification module, audio input/output (I/O) end Mouth, video i/o port, ear port etc..Identification module can be that storage is used to verify that user uses each of mobile terminal 1 00 Plant information and subscriber identification module (UIM), client identification module (SIM), Universal Subscriber identification module (USIM) can be included Etc..In addition, the device (hereinafter referred to as " identifying device ") with identification module can take the form of smart card, therefore, know Other device can be connected via port or other attachment means with mobile terminal 1 00.Interface unit 170 can be used for reception and come from The input (for example, data message, electric power etc.) of external device (ED) and the input received is transferred in mobile terminal 1 00 One or more elements can be used for transmitting data between mobile terminal and external device (ED).
In addition, when mobile terminal 1 00 is connected with external base, interface unit 170 may be used as allowing by it by electricity Power provides to the path of mobile terminal 1 00 from base or may be used as allowing passing through it from the various command signals that base is inputted It is transferred to the path of mobile terminal.The various command signals or electric power inputted from base may be used as being used to recognize that mobile terminal is The no signal being accurately fitted within base.Output unit 150 is configured to provide defeated with vision, audio and/or tactile manner Go out signal (for example, audio signal, vision signal, alarm signal, vibration signal etc.).Output unit 150 can include display Module, dio Output Modules, alarm modules etc..
Memory 160 can store software application of the processing performed by controller 180 and control operation etc., Huo Zheke Temporarily to store oneself data (for example, telephone directory, message, still image, video etc.) through exporting or will export.And And, memory 160 can store the vibration of various modes on being exported when touching and being applied to touch-screen and audio signal Data.
Memory 160 can include the storage medium of at least one type, and the storage medium includes flash memory, hard disk, many Media card, card-type memory (for example, SD or DX memories etc.), random access storage device (RAM), static random-access storage Device (SRAM), read-only storage (ROM), Electrically Erasable Read Only Memory (EEPROM), programmable read only memory (PROM), magnetic storage, disk, CD etc..Moreover, mobile terminal 1 00 can be with performing memory by network connection The network storage device cooperation of 160 store function.
The overall operation of the generally control mobile terminal of controller 180.For example, controller 180 is performed and voice call, data Communication, video calling etc. related control and processing.In addition, controller 180 can include being used to reproduce (or playback) many matchmakers The multi-media module of volume data, multi-media module can be constructed in controller 180, or can be structured as and controller 180 Separation.The handwriting input performed on the touchscreen or picture can be drawn defeated by controller 180 with execution pattern identifying processing Enter to be identified as character or image.
Power subsystem 190 receives external power or internal power under the control of controller 180 and provides operation each member Appropriate electric power needed for part and component.
Various embodiments described herein can be with use such as computer software, hardware or its any combination of calculating Machine computer-readable recording medium is implemented.Implement for hardware, embodiment described herein can be by using application-specific IC (ASIC), digital signal processor (DSP), digital signal processing device (DSPD), programmable logic device (PLD), scene can Programming gate array (FPGA), processor, controller, microcontroller, microprocessor, it is designed to perform function described herein At least one of electronic unit is implemented, and in some cases, such embodiment can be implemented in controller 180. For software implementation, the embodiment of such as process or function can be with allowing to perform the single of at least one function or operation Software module is implemented.Software code can be by the software application (or application) write with any appropriate programming language be Lai real Apply, software code can be stored in memory and performed by controller 180.
It is described in detail below by way of specific embodiment.
First embodiment
In order to preferably ensure the safety of terminal, the security of information in terminal is further lifted, so as to lift user's body The satisfaction tested, the present embodiment provides a kind of safety monitoring control method, specifically may refer to shown in Fig. 2, including:
S201:Obtain the work contextual information that terminal is presently in.
" current " in the present embodiment can refer to a certain specific time point, such as 12:00, then whenever terminal is detected Current time is 12:When 00, the now residing work contextual information of the terminal, certainly, " current " in the present embodiment are just obtained It may also mean that certain time period, such as 9:00-12:00, then daily 9:00-12:During 00, just obtain what terminal was presently in Work contextual information.
, for example can be with it should be noted that this process of step S201 can occur under the free position residing for terminal Corresponding work contextual information is just obtained when user does not operate to terminal, terminal can also be operated in user When obtain corresponding work contextual information.
It should be appreciated that the work contextual information that terminal is presently in the present embodiment working as comprising terminal local environment Preceding environmental data and terminal perform at least one of current behavior data of operational order.In other words, in step S201, obtain The work contextual information of the terminal got currently can only include current environment data, or only include current behavior data, Or current environment data and current behavior data can also be included simultaneously.Wherein, the current environment data of terminal local environment Refer to the environmental data with the terminals physical environmental correclation under current time, for example, can include but is not limited to the location of terminal Data, specific time point data, temperature data of the voice data of terminal local environment and terminal local environment etc., eventually End perform operational order current behavior data refer to the operational order issued according to user to the terminal, the terminal analyzed and Behavioral data in obtained data, the present embodiment is related to the operation of the terminal to user, because different people is to terminal Mode of operation is different, for example, after terminal screen is locked, somebody slips off the speed of solution lock screen, and somebody is slided The speed for unwinding lock screen is slower, in other words, and the operation that the behavioral data in the present embodiment is carried out with user to the terminal is closed Connection.
S202:The work contextual information being presently in the work contextual information of terminal history matched As a result.
In the present embodiment, the work contextual information of terminal history includes the direct contextual information of history and the indirect situation letter of history Any one in breath.
Here the mode that the direct contextual information of history is obtained in the present embodiment is illustrated first.Obtained in the present embodiment The mode of the direct contextual information of history includes following three kinds:
Mode one:
The history environment data directly collected in the terminal history course of work by the collecting device of terminal obtain history Direct context data;It should be appreciated that history environment data can include but is not limited to historical position data residing for terminal, The historical temperature data of the specific time point data of history, the voice history data of terminal local environment and terminal local environment Etc..
For the position data in the present embodiment, (it can be determined in Global Positioning System, the whole world by GPS Position system) or base station acquire, the voice data in the present embodiment can be collected, the present embodiment by microphone In temperature data, can be obtained by temperature sensor in terminal, the above is to obtaining the side of environmental data in the present embodiment Formula is illustrated, it is to be understood that the acquisition modes of environmental data are not limited to above-mentioned cited mode, the present embodiment In environmental data can also be acquired by the other sensors or sensing apparatus in terminal.
Mode two:
The historical behavior data for performing operational order by terminal obtain the direct context data of history.
Mode three:
The history environment data and terminal directly collected in the terminal history course of work by the collecting device of terminal are held The historical behavior data of row operational order obtain the direct contextual information of history together.
Specifically, it may refer to shown in Fig. 3, it is worked in terminal history according to the collecting device of terminal in the present embodiment The historical behavior data that the history environment data and/or terminal directly collected in journey perform operational order obtain the direct feelings of history Environment information includes:
S31:The historical behavior data that the history environment data and/or terminal collected perform operational order are located in advance Reason obtains history preprocessed data.
S32:The corresponding history of history preprocessed data is obtained to the progress semantic analysis processing of history preprocessed data straight Connect contextual information.
The mode that the direct contextual information of history is obtained in the present embodiment is illustrated above, next, continuing to obtaining The mode of the indirect contextual information of history is taken to illustrate.Obtained in the present embodiment the mode of the indirect contextual information of history also include with The direct three kinds of modes of contextual information mode identical of history are obtained, are specifically included:By the collecting device of terminal in terminal history work The history environment data directly collected during work obtain the indirect context data of history, or perform going through for operational order by terminal History behavioral data obtains the indirect context data of history;Or directly gathered in the terminal history course of work by the collecting device of terminal To history environment data and terminal perform operational order historical behavior data obtain the indirect contextual information of history together.
Specifically, it may refer to shown in Fig. 4, it is worked in terminal history according to the collecting device of terminal in the present embodiment The historical behavior data that the history environment data and/or terminal directly collected in journey perform operational order obtain the indirect feelings of history Environment information includes:
S41:The historical behavior data that the history environment data and/or terminal collected perform operational order are located in advance Reason obtains history preprocessed data.
Due to the unstability of terminal local environment, also deposited in the environmental data and behavioral data that generally get In many noise datas, missing data and wrong data, so generally requiring the environmental data and behavioral data to getting Pre-processed.Preprocessing process in step S31 and step S41 is included according to default transformation rule to de-redundancy data processing The behavioral data that environmental data and/or terminal afterwards performs operational order carries out data conversion to obtain history preprocessed data. Wherein, the pretreatment in the present embodiment be able to can specifically be included by the way of conventional:
Data scrubbing:Remove history environment data and/or noise data in historical behavior data, wrong data and unrelated Data;
Data integration:The history environment data and/or historical behavior data of belonging to an entity are sorted out, will be repeated The data of appearance are deleted;
Hough transformation:Data are subjected to classification layering;
Data are converted:The feature of history environment data and/or historical behavior data is represented, that is to say and find data not Variant, data are expressed with mode as unified as possible.
It should be noted that in some other embodiment, to history environment data and/or the progress of historical behavior data Should at least it include during pretreatment:At least one of data scrubbing, data integration, hough transformation, data conversion place Reason mode, in addition, in this process, can avoid as far as possible using the larger processing method of data degradation, it is more complete to retain Data.
S42:Reasoning number of combinations is obtained after combination is made inferences to history preprocessed data by default situation Inference Conditions According to.
Default situation Inference Conditions in the present embodiment can be carried out by user in terminal local it is preset, or can also By user by terminal preset on Cloud Server, arrived when terminal detects and needs to use the situation Inference Conditions corresponding Cloud Server on be called.Situation Inference Conditions in the present embodiment include but is not limited to:Gender information, age information, Preference information, occupational information, address information etc..
S43:The corresponding history of history preprocessed data is obtained to the progress semantic analysis processing of reasoning data splitting indirect Contextual information.
For step S32 and step S43 detailed process, carrying out semantic analysis processing can specifically include to data Progress quantification treatment, Similarity Measure handle and excavated the semantic relation and context relation between each data, with logarithm Combine to obtain the direct contextual information of history or the indirect contextual information of history according to the stipulations for carrying out a new round.
, can for step S101 in the work contextual information of terminal history during contextual information direct comprising history Directly to obtain the current direct contextual information of terminal, the work situation of the current directly contextual information as terminal currently is believed Breath, specifically, terminal obtain the mode of current directly contextual information also comprising similar to obtaining the direct contextual information of history Three kinds of modes.
Mode one:
The current environment data directly collected in terminal current work processes by the collecting device of terminal are obtained currently Direct context data;It should be appreciated that current environment data can include but is not limited to current location data residing for terminal, The current temperature data of current specific time point data, the current sound data of terminal local environment and terminal local environment Etc..
Mode two:
The current behavior data for performing operational order by terminal obtain current directly context data.
Mode three:
The current environment data and terminal directly collected in terminal current work processes by the collecting device of terminal are held The current behavior data of row operational order obtain current directly contextual information together.
Specifically, it may refer to shown in Fig. 5, according to the collecting device of terminal in terminal work at present in the present embodiment The current behavior data that the current environment data and/or terminal directly collected in journey perform operational order obtain current directly feelings Environment information includes:
S51:The current behavior data that the current environment data and/or terminal collected perform operational order are located in advance Reason obtains current preprocessed data.
Obtained in the present embodiment the process of current preprocessed data to obtain history preprocessed data process can with similar, Here repeat no more.
S52:The current preprocessed data is obtained to the progress semantic analysis processing of current preprocessed data corresponding current straight Connect contextual information.
Now, the work contextual information being presently in the work contextual information of terminal history matched As a result include:Current directly contextual information with the direct contextual information of history match obtaining matching result.
In the work contextual information of terminal history during contextual information indirect comprising history, for step S101, also The current indirect contextual information of terminal can be obtained, the work situation of the current contextual information indirectly as terminal currently is believed Breath, specifically, the mode that terminal obtains current contextual information indirectly are also included with obtaining current directly contextual information identical Three kinds of modes, are specifically included:The current environment number directly collected in terminal current work processes by the collecting device of terminal According to obtaining current context data indirectly;Or obtain current situation number indirectly by the current behavior data of terminal execution operational order According to;The current environment data and terminal directly collected in terminal current work processes by the collecting device of terminal perform operation The current behavior data of instruction obtain current contextual information indirectly together.
Specifically, it may refer to shown in Fig. 6, according to the collecting device of terminal in terminal work at present in the present embodiment The current behavior data that the current environment data and/or terminal directly collected in journey perform operational order obtain current feelings indirectly Environment information includes:
S61:The current behavior data that the current environment data and/or terminal collected perform operational order are located in advance Reason obtains current preprocessed data.
Step S61 obtains the process of current preprocessed data in the present embodiment and step S51 obtains current preprocessed data Mode can here be repeated no more with identical.
S62:By default situation Inference Conditions to current preprocessed data make inferences and reasoning is obtained after combination combine Data:.
S63:The current preprocessed data is obtained to the progress semantic analysis processing of reasoning data splitting corresponding current indirect Contextual information.
Now, the work contextual information being presently in the work contextual information of terminal history matched As a result include:Current contextual information indirectly with the indirect contextual information of history match obtaining matching result.
S203:When matching result is failure, control terminal carries out early warning mechanism processing.
Shown in Figure 7, in step S203, control terminal, which carries out early warning mechanism processing, to be included:
S71:Control terminal sends certification instruction to active user.
Realize that step S71 mode includes but is not limited in the present embodiment:Terminal screen is locked, points out user's input to recognize Demonstrate,prove password;Or by some information lockings in terminal, point out user to carry out good friend's checking, further can so be lifted in terminal The security of information.
S72:Receive the authentication information that user issues.
The authentication information that user is sent by terminal screen is received, for example, receiving the authentication password of user's input.
S73:User identity is authenticated according to authentication information.
Terminal when detecting the authentication information of user transmission not over certification, can by the terminal locking, to prevent Information leakage in terminal.It should be appreciated that in the present embodiment after the work contextual information of terminal history is got, should The work contextual information of history to getting is preserved, specifically, can preserve the work contextual information of terminal history In the terminal local, the work contextual information of above-mentioned terminal history can also be stored on Cloud Server, once terminal is obtained During to current work contextual information, corresponding Cloud Server of arriving gets on to call the work contextual information of history to carry out Match somebody with somebody, and the process as matching can carry out carrying out on Cloud Server in terminal local.So terminal is being detected After the authentication information that user sends is by certification, the current work contextual information of the terminal got can be regard as history Work contextual information is preserved, and that is to say that terminal can update the work of the history stored in this ground or cloud service at any time Contextual information.
The safety monitoring control method that the present embodiment is provided, is believed by the work situation for being presently in the terminal got Cease and match obtaining matching result with the work contextual information of terminal history, and when matching result fails, control terminal enters The processing of row early warning mechanism, so no matter whether original terminal user has sets corresponding password to terminal, is carried by the present embodiment The scheme of confession can preferably ensure the security of information in terminal, also improve the satisfaction of Consumer's Experience.
Second embodiment
In order to be better understood from the present invention, the present embodiment provides a kind of more specific safety on the basis of embodiment one Monitoring and control method, specifically may refer to shown in Fig. 8, including:
S801:Obtain the work contextual information that is presently in of terminal, including terminal local environment current environment data and Terminal performs the current behavior data of operational order.
Current environment data can be acquired by the sensing equipment in terminal in the present embodiment, for example, can pass through Temperature sensor in terminal gathers the temperature that the terminal is presently in environment." current " in the present embodiment can be a certain tool The time point of body or certain time period or periodically pre-defined time.
The current work contextual information that step S801 is obtained was included by the current environment data of terminal local environment and end Current direct contextual information and current contextual information indirectly that the current behavior data that end performs operational order are obtained.
The work contextual information of terminal history was included by the history environment data of terminal local environment and end in the present embodiment End performs the direct contextual information of history and the indirect contextual information of history that the historical behavior data of operational order are obtained.
Specifically, current directly contextual information, current contextual information, the direct situation of history indirectly are obtained in the present embodiment The mode of information and the indirect situation of history is referred to the acquisition modes in embodiment one, repeats no more here.
S802:It direct contextual information will currently be matched, and currently indirect situation will be believed with the direct contextual information of history Breath with the indirect contextual information of history match obtaining matching result.
It should be appreciated that a matching degree threshold value can be pre-set in the present embodiment, can be in current directly situation The matching degree of information and the direct contextual information of history is more than or equal to preset matching degree threshold value, and current contextual information and history indirectly When the matching degree of indirect contextual information is more than or equal to preset matching degree threshold value, terminal just judges matching result success, in other feelings All it is determined as that it fails to match under condition.
S803:When matching result is failure, control terminal sends certification to active user and instructed.
Realize that step S803 mode includes but is not limited in the present embodiment:Terminal screen is locked, user is pointed out input Authentication password;Or by some information lockings in terminal, point out user to carry out good friend's checking, so can further lift terminal The security of upper information.
S804:Receive the authentication information that user issues.
Receive the authentication information that is sent by terminal screen of user, for example, receive user by terminal screen send it is good Friendly checking request, the good friend asked by terminal to user sends checking message.
S805:User identity is authenticated according to authentication information.
Terminal when detecting the authentication information of user transmission not over certification, can by the terminal locking, to prevent Information leakage in terminal.
The safety monitoring control method that the present embodiment is provided, passes through the current work contextual information of analysing terminal and history Whether work contextual information is consistent, so as to judge whether terminal is in the normal state, once the work contextual information of terminal currently with The work contextual information of history is mismatched, and control terminal sends certification instruction, dual equivalent to having been carried out to the information in terminal Protection, improves the security of information in terminal.
3rd embodiment
The present embodiment provides a kind of terminal, specifically may refer to shown in Fig. 9, including:Current context data obtaining module 91, Current context data obtaining module 91 in matching module 92 and control module 93, the present embodiment is used to obtain the current institute of terminal The work contextual information at place;Matching module 92 in the present embodiment is used for the work contextual information that will be presently in and terminal history Work contextual information match and obtain matching result;Control module 93 in the present embodiment is used in matching result failure When, control terminal carries out early warning mechanism processing.
" current " in the present embodiment can refer to a certain fixation specific time point, can refer to a certain regular time Section, can also be that what is pre-set has periodic time point or period.
It should be appreciated that the work feelings being presently in that current context data obtaining module 91 is got in the present embodiment In current environment data of the environment information comprising terminal local environment and the current behavior data of terminal execution operational order at least It is a kind of.In other words, the work contextual information of the terminal got currently can only include current environment data, or only wrap Current behavior data are included, or current environment data and current behavior data can also be included simultaneously.Wherein, terminal local environment Current environment data refer to environmental data under current time with the terminals physical environmental correclation, can for example include but is not limited to The location of terminal data, specific time point data, the temperature of the voice data of terminal local environment and terminal local environment Degrees of data etc., the current behavior data that terminal performs operational order refer to the operational order issued according to user to the terminal, should Behavioral data in data obtained from terminal is analyzed, the present embodiment is related to the operation of the terminal to user, because not With people it is different to the mode of operation of terminal, for example, when terminal screen is locked after, somebody slip off solve the speed of lock screen compared with It hurry up, and the speed that somebody slips off solution lock screen is slower, in other words, the behavioral data in the present embodiment is with user to the terminal The operation association of progress.
The terminal that the present embodiment is provided can also include the direct contextual information acquisition module of history and the indirect situation letter of history Cease at least one in acquisition module.The direct contextual information acquisition module of history in the present embodiment is straight for acquiring history Connecing the indirect contextual information acquisition module of the history in contextual information, the present embodiment is used to acquire the indirect contextual information of history.
Refer to Figure 10, Figure 10 is the structural representation that the direct contextual information acquisition module 94 of history is only included in terminal. The direct contextual information of history obtained in the present embodiment can be by the collecting device of terminal in the terminal history course of work it is straight Connect what historical behavior data that are that the history environment data collected are obtained or performing operational order by terminal were obtained, It can also be that the history environment data directly collected in the terminal history course of work by the collecting device of terminal and terminal are held What the historical behavior data of row operational order were obtained together.
Specifically, the direct contextual information acquisition module 94 of history in the present embodiment is used to exist to the collecting device of terminal The history environment data and/or terminal directly collected in the terminal history course of work perform the historical behavior data of operational order Pre-processed, preprocessing process include according to default transformation rule to the history environment data after de-redundancy data processing and/ Or the historical behavior data progress data conversion that terminal performs operational order is pre-processed with obtaining history preprocessed data to history Data carry out semantic analysis processing and obtain the direct contextual information of the corresponding history of the history preprocessed data.
Shown in Figure 11, Figure 11 is to only include the structural representation of the indirect contextual information acquisition module 95 of history in terminal Figure.Likewise, the indirect contextual information of the history obtained in the present embodiment can be the collecting device by terminal in terminal history work Historical behavior number that the history environment data directly collected during work are obtained or that operational order is performed by terminal According to what is obtained, the history environment data directly collected in the terminal history course of work by the collecting device of terminal are can also be What the historical behavior data for performing operational order with terminal were obtained together.
Specifically, the indirect contextual information acquisition module 95 of history in the present embodiment is used to exist to the collecting device of terminal The history environment data and/or terminal directly collected in the terminal history course of work perform the historical behavior data of operational order Pre-processed, preprocessing process include according to default transformation rule to the history environment data after de-redundancy data processing and/ Or terminal performs the historical behavior data progress data conversion of operational order to obtain history preprocessed data, and pass through to preset feelings Border Inference Conditions obtain reasoning data splitting after combination is made inferences to the history preprocessed data, and reasoning data splitting is carried out Semantic analysis processing obtains the indirect contextual information of the corresponding history of the history preprocessed data.
Shown in Figure 12, Figure 12 is simultaneously including the direct situation acquisition module of history and the indirect situation of history in terminal The structural representation of data obtaining module 95.The indirect contextual information acquisition module 95 of history now can be directly to straight through history Connect the history preprocessed data after contextual information acquisition module 94 is handled to make inferences combination and obtain reasoning data splitting, to reasoning Data splitting carries out semantic analysis processing and obtains the indirect contextual information of the corresponding history of the history preprocessed data.
Here the preprocessing process for obtaining history preprocessed data is illustrated, the direct situation of the history in the present embodiment The pretreatment of data obtaining module 94 or the indirect contextual information acquisition module 95 of history can be by the way of conventional, specifically It can include:
Data scrubbing:Remove history environment data and/or noise data in historical behavior data, wrong data and unrelated Data;
Data integration:The history environment data and/or historical behavior data of belonging to an entity are sorted out, will be repeated The data of appearance are deleted;
Hough transformation:Data are subjected to classification layering;
Data are converted:The feature of history environment data and/or historical behavior data is represented, that is to say and find data not Variant, data are expressed with mode as unified as possible.
It should be noted that in some other embodiment, to history environment data and/or the progress of historical behavior data Should at least it include during pretreatment:At least one of data scrubbing, data integration, hough transformation, data conversion place Reason mode, in addition, in this process, can avoid as far as possible using the larger processing method of data degradation, it is more complete to retain Data.
Default situation Inference Conditions in the present embodiment can be carried out by user in terminal local it is preset, or can also By user by terminal preset on Cloud Server, arrived when terminal detects and needs to use the situation Inference Conditions corresponding Cloud Server on be called.Situation Inference Conditions in the present embodiment include but is not limited to:Gender information, age information, Preference information, occupational information, address information etc..
In addition, the direct contextual information acquisition module 94 of history or the indirect contextual information acquisition module 95 of history carry out semanteme The process of analyzing and processing can be included between data are carried out with quantification treatment, Similarity Measure processing and each data is excavated Semantic relation and context relation, so that data are carried out with the stipulations combination of a new round so as to obtain the direct contextual information of history or go through The indirect contextual information of history.
Certainly, the current context data obtaining module 91 in the present embodiment can also include current directly situation acquiring unit With at least one in current situation acquiring unit indirectly, the current direct situation acquiring unit in the present embodiment is used to obtain To the current direct contextual information residing for terminal, the current indirect situation acquiring unit in the present embodiment is used to acquire terminal Residing current indirect contextual information.
Likewise, the current direct contextual information or current contextual information indirectly in the present embodiment can be adopting by terminal It is that the history environment data that are directly collected in the terminal history course of work of collection equipment are obtained or behaviour is performed by terminal What the historical behavior data that work is instructed were obtained, it can also be and directly adopted in the terminal history course of work by the collecting device of terminal What the historical behavior data that the history environment data and terminal collected perform operational order were obtained together.
Current direct contextual information acquiring unit in the present embodiment is used for the collecting device of terminal in the current work of terminal The current behavior data that the current environment data and/or terminal directly collected during work perform operational order are located in advance Reason, preprocessing process includes holding the current environment data and/or terminal after de-redundancy data processing according to default transformation rule The current behavior data of row operational order carry out data and converted to obtain current preprocessed data, and current preprocessed data is carried out Semantic analysis processing obtains the corresponding current directly contextual information of the current preprocessed data.
When in current context data obtaining module 91 comprising current directly contextual information acquiring unit, in the present embodiment Currently contextual information acquiring unit can be current pre- directly to what is treated to the current directly contextual information acquiring unit of warp indirectly Processing data, which makes inferences, combines and obtains reasoning data splitting, and semantic analysis processing is carried out to reasoning data splitting and is deserved The corresponding current contextual information indirectly of preceding preprocessed data.
When only including current contextual information acquiring unit indirectly in current context data obtaining module 91, in the present embodiment Current indirect contextual information acquiring unit be used to directly collect the collecting device of terminal in terminal current work processes Current environment data and/or terminal perform the current behavior data of operational order and pre-processed, preprocessing process is including pressing The current behavior of operational order is performed to the current environment data after de-redundancy data processing and/or terminal according to default transformation rule Data carry out data conversion to obtain current preprocessed data, and by default situation Inference Conditions to the current preprocessed data Reasoning data splitting is obtained after making inferences combination, semantic analysis processing is carried out to reasoning data splitting and obtains the current pretreatment The corresponding current contextual information indirectly of data.
The mode that current preprocessed data is obtained in the present embodiment is referred to obtain the specific side of history preprocessed data Formula, is repeated no more here.
In addition, current directly contextual information acquiring unit or current contextual information acquiring unit indirectly carry out semantic analysis The process of processing can include data progress quantification treatment, Similarity Measure being handled and excavated the semanteme between each data Relation and context relation, between data are carried out with the stipulations combination of a new round so as to obtain currently directly contextual information or be current Connect contextual information.
Matching module 92 in the present embodiment is used for the work situation letter by the current work contextual information of terminal and history Breath progress, which is matched, obtains matching result, specifically, at least including following three kinds of matching ways:
Matching way one:
Current directly contextual information with the direct contextual information of history match obtaining matching result.
Matching way two:
Current contextual information indirectly with the indirect contextual information of history match obtaining matching result.
Matching way three:
Currently direct contextual information it will be matched with the direct contextual information of history, and by current contextual information indirectly with going through The indirect contextual information of history match obtaining matching result.
Control module 93 in the present embodiment can be when matching result fails, and control terminal sends certification to active user Instruction, and the authentication information that user issues is received, user identity is authenticated according to authentication information.
It should also be noted that, in the present embodiment after the work contextual information of terminal history is got, should be to obtaining To the work contextual information of history preserved, specifically, the work contextual information of terminal history can be stored in into the end End is local, and the work contextual information of above-mentioned terminal history can also be stored on Cloud Server, once terminal is got currently Work contextual information when, corresponding Cloud Server of arriving gets on to call the work contextual information of history to be matched, and arrives It can carry out carrying out on Cloud Server in terminal local in the process of matching.So terminal is detecting user's transmission Authentication information by certification after, can using the current work contextual information of the terminal got as history work situation Information is preserved, and that is to say that terminal can update the work situation letter of the history stored in this ground or cloud service at any time Breath.
The terminal that the present embodiment is provided, obtains the work situation of terminal currently by current context data obtaining module and believes Breath, and the work contextual information for the work contextual information and terminal history for being presently in the terminal got by matching module Progress, which is matched, obtains matching result, by control module when matching result fails, and control terminal carries out early warning mechanism processing, from And can preferably ensure the safety of terminal, the security of information in terminal is further improved, Consumer's Experience is also improved Satisfaction.
Fourth embodiment
In order to be better understood from the present invention, the present embodiment provides a kind of more specific end on the basis of embodiment three End, specifically may refer to shown in Figure 13, including:Current context data obtaining module 1301 is used to obtaining residing for terminal current Work contextual information, includes the current behavior data of current environment data and terminal the execution operational order of terminal local environment. Wherein, current context data obtaining module 1301 includes current contextual information acquiring unit 13011 indirectly, for acquiring Current indirect contextual information residing for terminal;The indirect contextual information acquisition module 1302 of history, for acquiring going through for terminal The indirect contextual information of history;Matching module 1303, for that currently indirect contextual information will be matched with the indirect contextual information of history Obtain matching result, control module 1304, for when matching result fails control terminal send certification instruction to active user, And the authentication information that user issues is received, user identity is authenticated according to authentication information.
Environmental data in the present embodiment can be acquired by the sensing equipment in terminal, for example, can pass through end Temperature sensor on end gathers the temperature of the terminal local environment.When " current " in the present embodiment can be a certain specific Between point or certain time period or periodically pre-defined time.
Current indirect contextual information acquiring unit 13011 in the present embodiment is used to work as the collecting device of terminal in terminal The current behavior data that the current environment data and terminal directly collected in the preceding course of work perform operational order are located in advance Reason, preprocessing process includes performing behaviour to the current environment data and terminal after de-redundancy data processing according to default transformation rule The current behavior data for making to instruct carry out data conversion to obtain current preprocessed data, and by presetting situation Inference Conditions pair The current preprocessed data obtains reasoning data splitting after making inferences combination, and semantic analysis processing is carried out to reasoning data splitting Obtain the corresponding current contextual information indirectly of the current preprocessed data.
The indirect contextual information acquisition module 1302 of history in the present embodiment is used to go through the collecting device of terminal in terminal The historical behavior data that the history environment data and terminal directly collected in the history course of work perform operational order are located in advance Reason, preprocessing process includes performing behaviour to the history environment data and terminal after de-redundancy data processing according to default transformation rule The historical behavior data for making to instruct carry out data conversion to obtain history preprocessed data, and by presetting situation Inference Conditions pair The history preprocessed data obtains reasoning data splitting after making inferences combination, and semantic analysis processing is carried out to reasoning data splitting Obtain the indirect contextual information of the corresponding history of the history preprocessed data.
It should be appreciated that the default situation Inference Conditions in the present embodiment can be carried out in advance by user in terminal local Put, or can also by user by terminal preset on Cloud Server, once terminal, which is detected, needs to use the situation reasoning Arrive and be called on corresponding Cloud Server during condition.Situation Inference Conditions in the present embodiment include but is not limited to:Sex Information, age information, preference information, occupational information, address information etc..
Preprocessing process in the present embodiment can specifically be referred to embodiment three using conventional pretreatment mode In content, repeat no more here.
The terminal that the present embodiment is provided, passes through the work of the work contextual information and history of matching module analysing terminal currently Whether contextual information is consistent, so that judge whether terminal is in the normal state, once the work contextual information and history of terminal currently Work contextual information mismatch, control terminal send certification instruction, carried out duplicate protection equivalent to the information in terminal, Improve the security of information in terminal.
It should be noted that herein, term " comprising ", "comprising" or its any other variant are intended to non-row His property is included, so that process, method, article or device including a series of key elements not only include those key elements, and And also including other key elements being not expressly set out, or also include for this process, method, article or device institute inherently Key element.In the absence of more restrictions, the key element limited by sentence "including a ...", it is not excluded that including this Also there is other identical element in process, method, article or the device of key element.
The embodiments of the present invention are for illustration only, and the quality of embodiment is not represented.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side Method can add the mode of required general hardware platform to realize by software, naturally it is also possible to by hardware, but in many cases The former is more preferably embodiment.Understood based on such, technical scheme is substantially done to prior art in other words Going out the part of contribution can be embodied in the form of software product, and the computer software product is stored in a storage medium In (such as ROM/RAM, magnetic disc, CD), including some instructions are to cause an application apparatus (can be mobile phone, computer, clothes It is engaged in device, air conditioner, or network application apparatus etc.) method that performs each embodiment of the invention.
Embodiments of the invention are described above in conjunction with accompanying drawing, but the invention is not limited in above-mentioned specific Embodiment, above-mentioned embodiment is only schematical, rather than restricted, one of ordinary skill in the art Under the enlightenment of the present invention, in the case of present inventive concept and scope of the claimed protection is not departed from, it can also make a lot Form, these are belonged within the protection of the present invention.

Claims (10)

1. a kind of safety monitoring control method, it is characterised in that including:
The work contextual information that terminal is presently in is obtained, the work contextual information being presently in includes terminal local environment Current environment data and terminal perform at least one of current behavior data of operational order;
The work contextual information being presently in the work contextual information of the terminal history matched As a result;
When the matching result is failure, the terminal is controlled to carry out early warning mechanism processing.
2. safety monitoring control method as claimed in claim 1, it is characterised in that the work contextual information of the terminal history The history environment data that are directly collected in the terminal history course of work including the collecting device according to the terminal and/ Or terminal performs the direct contextual information of history obtained from the historical behavior data of operational order;
The history environment data that are directly collected in the terminal history course of work according to the collecting device of the terminal and/ Or the historical behavior data of terminal execution operational order obtain the direct contextual information of history and included:
The historical behavior data that the history environment data and/or terminal collected perform operational order are pre-processed, The preprocessing process includes performing behaviour to the environmental data and/or terminal after de-redundancy data processing according to default transformation rule The behavioral data for making to instruct carries out data conversion to obtain history preprocessed data;
Semantic analysis processing is carried out to the history preprocessed data and obtains the direct feelings of the corresponding history of the history preprocessed data Environment information.
3. safety monitoring control method as claimed in claim 2, it is characterised in that the work contextual information of the terminal currently The current environment data that are directly collected in the terminal current work processes including the collecting device according to the terminal and/ Or terminal performs current directly contextual information obtained from the current behavior data of operational order;
The current environment data that are directly collected in the terminal current work processes according to the collecting device of the terminal and/ Or the current behavior data of terminal execution operational order obtain current directly contextual information and included:
The current behavior data that the current environment data and/or terminal collected perform operational order are pre-processed, The preprocessing process includes referring to the environmental data after de-redundancy data processing and/or terminal execution operation according to transformation rule The behavioral data of order carries out data conversion to obtain current preprocessed data;
Semantic analysis processing is carried out to the current preprocessed data and obtains the corresponding current directly feelings of the current preprocessed data Environment information;
The work contextual information that the acquisition terminal is presently in includes:Obtain the current direct situation that the terminal is presently in Information;
It is described with the work contextual information of the terminal history matched by the work contextual information being presently in As a result include:The current directly contextual information with the direct contextual information of the history match obtaining matching result.
4. safety monitoring control method as claimed in claim 3, it is characterised in that the work contextual information of the terminal history Also include the history environment data directly collected in the terminal history course of work according to the collecting device of the terminal And/or terminal performs the indirect contextual information of history obtained from the historical behavior data of operational order;
The history environment data that are directly collected in the terminal history course of work according to the collecting device of the terminal and/ Or the historical behavior data of terminal execution operational order obtain the indirect contextual information of history and included:
Reasoning data splitting is obtained after combination is made inferences to the history preprocessed data by default situation Inference Conditions, it is right The reasoning data splitting carries out semantic analysis processing and obtains the indirect contextual information of the corresponding history of the history preprocessed data.
5. safety monitoring control method as claimed in claim 4, it is characterised in that the work contextual information of the terminal currently The current environment data that are directly collected in the terminal current work processes including the collecting device according to the terminal and/ Or terminal performs current contextual information indirectly obtained from the current behavior data of operational order;
The current environment data that are directly collected in the terminal current work processes according to the collecting device of the terminal and/ Or the current behavior data of terminal execution operational order obtain current contextual information indirectly and included:
Reasoning data splitting is obtained after combination is made inferences to the current preprocessed data by default situation Inference Conditions, it is right The reasoning data splitting carries out semantic analysis processing and obtains the corresponding current contextual information indirectly of the current preprocessed data;
The work contextual information that the acquisition terminal is presently in also includes:Obtain the current indirect feelings that the terminal is presently in Environment information;
It is described with the work contextual information of the terminal history matched by the work contextual information being presently in As a result include:The current contextual information indirectly with the indirect contextual information of the history match obtaining matching result.
6. the safety monitoring control method as described in claim any one of 1-5, it is characterised in that the control terminal makes pre- Alert mechanism processing includes:
The terminal is controlled to send certification instruction to active user;
Receive the authentication information that user issues;
User identity is authenticated according to the authentication information.
7. a kind of terminal, it is characterised in that including:
Current context data obtaining module, for obtaining the work contextual information that terminal is presently in, the work being presently in Make current environment data of the contextual information comprising terminal local environment and terminal is performed in the current behavior data of operational order It is at least one;
Matching module, for the work contextual information of the work contextual information being presently in and the terminal history to be carried out Matching obtains matching result;
Control module, for when the matching result is failure, controlling the terminal to carry out early warning mechanism processing.
8. terminal as claimed in claim 7, it is characterised in that it is direct that the work contextual information of the terminal history includes history Contextual information;
Described device also includes the direct contextual information acquisition module of history, for the collecting device to the terminal in the terminal The historical behavior data that the history environment data and/or terminal directly collected in the history course of work perform operational order are carried out Pretreatment, the preprocessing process include according to default transformation rule to the history environment data after de-redundancy data processing and/ It is pre- to the history or the historical behavior data of terminal execution operational order carry out data and converted to obtain history preprocessed data Processing data carries out semantic analysis processing and obtains the direct contextual information of the corresponding history of the history preprocessed data.
9. terminal as claimed in claim 8, it is characterised in that the work contextual information of the terminal history is also included between history Connect contextual information;
Described device also includes the indirect contextual information acquisition module of history, for by presetting situation Inference Conditions to being gone through described in The treated history preprocessed data of the direct contextual information acquisition module of history obtains reasoning data splitting after making inferences combination, right The reasoning data splitting carries out semantic analysis processing and obtains the indirect contextual information of the corresponding history of the history preprocessed data.
10. terminal as claimed in claim 9, it is characterised in that the work contextual information of the terminal currently includes current straight Connect contextual information and current contextual information indirectly;
The current context data obtaining module includes:
Current directly contextual information acquiring unit, for the collecting device to the terminal in the terminal current work processes The current behavior data that the current environment data and/or terminal directly collected perform operational order are pre-processed, described pre- Processing procedure includes performing operation to the current environment data and/or terminal after de-redundancy data processing according to default transformation rule The current behavior data of instruction carry out data and converted to obtain current preprocessed data, and language is carried out to the current preprocessed data Justice analyzing and processing obtains the corresponding current directly contextual information of the current preprocessed data;
Current contextual information acquiring unit indirectly, for by presetting situation Inference Conditions to through the current directly contextual information The treated current preprocessed data of acquiring unit obtains reasoning data splitting after making inferences combination, to the reasoning number of combinations The corresponding current contextual information indirectly of the current preprocessed data is obtained according to semantic analysis processing is carried out;
The matching module is used to be matched the current directly contextual information with the direct contextual information of the history, and will The current contextual information indirectly with the indirect contextual information of the history match obtaining matching result.
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CN104200144A (en) * 2014-09-05 2014-12-10 可牛网络技术(北京)有限公司 Method and system for improving safety of mobile terminal
EP3109727A2 (en) * 2015-06-25 2016-12-28 Xiaomi Inc. A method and apparatus for controlling a display, and a mobile terminal

Patent Citations (4)

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CN103929525A (en) * 2013-01-10 2014-07-16 上海斐讯数据通信技术有限公司 Mobile terminal, key, privacy protection system and method
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Application publication date: 20170915