CN107426699A - The analysis method and terminal device of child behavior, computer-readable recording medium - Google Patents
The analysis method and terminal device of child behavior, computer-readable recording medium Download PDFInfo
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- CN107426699A CN107426699A CN201710636075.2A CN201710636075A CN107426699A CN 107426699 A CN107426699 A CN 107426699A CN 201710636075 A CN201710636075 A CN 201710636075A CN 107426699 A CN107426699 A CN 107426699A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/02—Services making use of location information
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- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
- G06F11/3438—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment monitoring of user actions
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
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Abstract
The invention provides a kind of analysis method of child behavior and terminal device, computer-readable recording medium, the analysis method includes：Obtain the location information of multiple mobile terminals, and use information of multiple mobile terminals under child mode；Obtain the classification of location information；The use information of multiple mobile terminals under same category of location information is analyzed, obtains characteristic information corresponding to each location information；According to the scheme information associated with characteristic information, scheme proposalses corresponding to each location information are generated.By the above-mentioned means, the inventive method can provide different scheme proposalses for different child users.
Description
Technical field
The present invention relates to big data analysis field, more particularly to a kind of children's analysis method and terminal device, computer
Readable storage medium storing program for executing.
Background technology
At present, the mobile terminal such as smart mobile phone has become the necessity in people's daily life, and children are also more and more
Begin to use intelligent mobile terminal, and for children, it is different from adult using the behavior of mobile terminal, with greater need for drawing
Lead and management and control.But currently a preferable method can not be analyzed and managed using the behavior of mobile terminal to children
Control.
The content of the invention
The present invention provides a kind of analysis method of child behavior, and the analysis method includes：Obtain determining for multiple mobile terminals
Position information, and use information of multiple mobile terminals under child mode；Obtain the classification of location information；Analyze same category
Location information under multiple mobile terminals use information, obtain characteristic information corresponding to each location information；According to feature
The scheme information of information association, generate scheme proposalses corresponding to each location information.
The present invention provides a kind of terminal device, and the terminal device includes：Data obtaining module, it is multiple mobile whole for obtaining
The location information at end, and use information of multiple mobile terminals under child mode；Category analysis module, positioned for obtaining
The classification of information；Characteristics analysis module, for analyzing the use information of multiple mobile terminals under same category of location information, obtain
Obtain characteristic information corresponding to each location information；Scheme proposalses module, for according to the scheme information associated with characteristic information, life
Into scheme proposalses corresponding to each location information.
The present invention provides a kind of terminal device, including memory, processor and storage are on a memory and can be in processor
The computer program of upper operation, the step of realizing the above method during computing device computer program.
The present invention provides a kind of computer-readable recording medium, is stored thereon with computer program, computer program is located
The step of reason device realizes the above method when performing.
Brief description of the drawings
Technical scheme in order to illustrate the embodiments of the present invention more clearly, make required in being described below to embodiment
Accompanying drawing is briefly described, it should be apparent that, drawings in the following description are only some embodiments of the present invention, for
For those of ordinary skill in the art, on the premise of not paying creative work, other can also be obtained according to these accompanying drawings
Accompanying drawing.
Fig. 1 is the schematic flow sheet of the embodiment of analysis method one of child behavior of the present invention；
Fig. 2 is the schematic flow sheet of another embodiment of analysis method of child behavior of the present invention；
Fig. 3 is the schematic flow sheet of the analysis method another embodiment of child behavior of the present invention；
Fig. 4 is the hardware architecture diagram of the embodiment of terminal device one of the present invention；
Fig. 5 is the connection diagram of terminal device embodiment shown in Fig. 4 and mobile terminal
Fig. 6 is the software configuration schematic diagram of the embodiment of terminal device one of the present invention.
Embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation describes.It is understood that specific embodiment described herein is only used for explaining the present invention, rather than the limit to the present invention
It is fixed.It also should be noted that for the ease of description, part related to the present invention illustrate only in accompanying drawing and not all knot
Structure.Based on the embodiment in the present invention, what those of ordinary skill in the art were obtained under the premise of creative work is not made
Every other embodiment, belongs to the scope of protection of the invention.
The mobile terminal that the embodiment of the present invention is provided, including smart mobile phone, tablet personal computer, Intelligent worn device, numeral
The electronic equipments such as audio/video player, electronic reader, handheld game machine.
Term " first " in the present invention, " second ", " the 3rd " are only used for describing purpose, and it is not intended that instruction or dark
Show relative importance or the implicit quantity for indicating indicated technical characteristic.Thus, " first ", " second ", " are defined
At least one this feature can be expressed or be implicitly included to three " feature.In description of the invention, " multiple " be meant that to
It is few two, such as two, three etc..In addition, term " comprising " and " having " and their any deformations, it is intended that covering is not
Exclusive includes.Such as contain process, method, system, product or the equipment of series of steps or unit and be not limited to
The step of listing or unit, but alternatively also including the step of not listing or unit, or alternatively also include for these
The intrinsic other steps of process, method, product or equipment or unit.
Referenced herein " embodiment " is it is meant that the special characteristic, structure or the characteristic that describe can wrap in conjunction with the embodiments
In at least one embodiment of the present invention.Each position in the description occur the phrase might not each mean it is identical
Embodiment, nor the independent or alternative embodiment with other embodiments mutual exclusion.Those skilled in the art explicitly and
Implicitly understand, embodiment described herein can be combined with other embodiments.
The method of the present invention carries out information to multiple mobile terminals with child mode, especially collects it in children
Use information under pattern, and analytical integration is carried out to collected information, to get the feature of certain a kind of user, so as to
Scheme proposalses are provided for its feature.The analysis method of two kinds of child behaviors is specifically proposed in the present invention, is retouched individually below
State.
Referring to Fig. 1, Fig. 1 is the schematic flow sheet of the embodiment of analysis method one of child behavior of the present invention, the present embodiment
The analysis method of child behavior comprises the following steps.
S11：Obtain the location information of multiple mobile terminals, and use letter of multiple mobile terminals under child mode
Breath.
The geographical location information such as orientation, place place where the location information of mobile terminal refers to it, for mobile terminal
For itself, can be by satellite navigation and location system, signal tower data, WiFi connections, IP address and user report the methods of
Obtain geographic position data.
The location information obtained in the present embodiment can be provided in itself by mobile terminal, and user opens the positioning work(of mobile terminal
Can, i.e. the location information of the mobile terminal is disclosed, can be obtained by other equipment.In this case, the positioning of mobile terminal
Information mobile terminal is obtained by built-in GPS device, in addition, mobile terminal can also obtain positioning letter when connecting Wifi focuses
Breath.
The base station that obtaining location information can also be communicated by connecting multiple mobile terminals obtains, such as in a communication cell
Interior, multiple mobile terminals are communicated by the base station, and base station can determine the positioning letter of mobile terminal by communication signal situation
Breath.
Mobile terminal has child mode in the present embodiment, and child mode can be set by user, can be in mobile terminal
Preset when dispatching from the factory., can and the use information acquired in this step S11 is use information of the mobile terminal under child mode
Represent the behavioural habits of the children using the mobile terminal.Use information includes：The situation of mobile terminal in use, example
The frequency of usage of such as application, usage time, the application of installation, the application of unloading；It may additionally include during
Information, such as preference information (liking music in music application) in, operating habit information etc..
Location information and use information are obtained in this step S11 to be associated in mobile terminal, corresponding location information with
Use information is also interrelated.The location information and use information of association are analyzed in following steps, i.e., can be concluded
Behavioural habits feature is analyzed, corresponding suggestion is provided so as to be accustomed to feature according to the behavior.
S12：Obtain the classification of location information.
The classification of location information is obtained in this step S12, is classified with realizing in the present embodiment with location information, with
The behavioural habits of the user of diverse location are analyzed, for example, can be made in this step S12 with the city where location information
For the classification of location information.Specifically, current positioning precision is more accurate, can specifically be accurate to " B cities of A provinces C areas D
Building ", when obtaining the classification of location information, children if desired are saved to A and analyzed, then the class as the location information are saved using A
Not, if desired B cities children are analyzed, then the classification of the location information is used as using B cities.
Also, user, when using mobile terminal, location information is probably not stop conversion, is associated with a mobile terminal
There may be multiple location informations, multiple location informations can also be analyzed in this step S12, so as to obtain multiple location informations
Classification, that is, the classification of the corresponding mobile terminal.
Specific acquisition modes can be by the way of data feature values be proposed, such as the location information 1 of mobile terminal 1 is " A is saved
C areas of B cities D buildings ", location information 2 are " B cities of A provinces C areas E buildings ", and location information 3 is " B cities of A provinces F areas G buildings ", and these three positioning are believed
Breath is analyzed, you can obtains classification " A provinces " or " the B cities " of the location information.Here location information descriptive language table
Show, specifically when computer is analyzed, be then indicated using digital information.
S13：The use information of multiple mobile terminals under same category of location information is analyzed, obtains each location information pair
The characteristic information answered.
Location information has relevance with use information in the present embodiment, after getting big data in above-mentioned steps S11,
Start to analyze data.To obtain the classification of location information in above-mentioned steps S12, therefore it is pair in this step S13
The use information of same category location information is analyzed, that is, analyzes the usage behavior of the user of the category.
By analyzing use information in this step S13, characteristic information is obtained, that is, is obtained special corresponding to each location information
Reference is ceased, and characteristic information can be obtained by analyzing the data feature values of use information.
S14：According to the scheme information associated with characteristic information, scheme proposalses corresponding to each location information are generated.
Above-mentioned steps S12 is substantially that user is classified, and step S13 substantially then finds out every a kind of user
Behavioural habits.It is determined that after class of subscriber and category user behavior custom, according to behavioural habits, the user of the category is provided
It is corresponding to suggest.This step S14 is then according to the scheme information associated with characteristic information, generates side corresponding to each location information
Case suggestion.
Scheme information has been pre-stored in database, can be the installation suggestion of application program, key swift to operate
It is recommended that etc..For the present embodiment, the use letter of multiple mobile terminals application program under child mode is obtained in step S11
Breath, include the unloading frequency using duration, the installation frequency of application program or application program of application program；Divide in step S13
The use suggestion of the application program is analysed, application program installation corresponding to each location information is then generated in this step S14 and is suggested.
For example, the characteristic information that above-mentioned steps S13 is obtained includes amusement class, study class, even user is in child mode
Lower amusement class is more than study class using the frequency using the frequency, then individual features information is amusement class；Similarly, obtained
Characteristic information be alternatively study class.
By that with upper type, category location information can be summarized and belong to amusement class or study class, be i.e. this area belongs to
Entertain class or study class.In step S14, then can the scheme according to corresponding to amusement class or study class generate each location information build
View.
Scheme information in step S14 is including the Learning Scheme associated with amusement class, the amusement scheme associated with study class,
Suggestion user is intended to strike a proper balance between work and rest.Therefore for the user of amusement class, in step S14, Learning Scheme is generated to be supplied to phase
Answer the user of location information；User for learning class, in step S14, generation amusement scheme accordingly positions letter to be supplied to
The user of breath.
After completing above-mentioned steps S11-S14 and generating scheme proposalses corresponding to each location information, scheme proposalses are pushed
In the mobile terminal related to location information.
The present embodiment gets the use information under location information and child mode, and user is divided according to location information
Class, and the use information under child mode is analyzed, so as to obtain the behavioural habits of each classification child user, so as to inhomogeneity
Other child user provides different suggestions.
It is that the children of different regions are classified in embodiment illustrated in fig. 2, based on the think of same with embodiment illustrated in fig. 1
Road, the present invention additionally provides an embodiment, classified according to user's information, such as male and female studentses are classified, attend school school
Classification etc., referring specifically to Fig. 2, Fig. 2 is the schematic flow sheet of another embodiment of analysis method of child behavior of the present invention, this
The analysis method of embodiment child behavior comprises the following steps.
S21：Obtain the user profile of multiple mobile terminals, and use letter of multiple mobile terminals under child mode
Breath.
The present embodiment is with embodiment illustrated in fig. 1 difference, is classified in the present embodiment according to user's information,
Rather than user is classified according to area.Therefore user profile is obtained first in this step S21, user profile can wrap
Physiological characteristic information, such as gender information, age information etc. are included, the social characteristic information of user can also be included, such as attend school
School, performance information, family information etc..Present invention is mainly used for the analysis of child behavior, collected user profile be used for pair
Children are classified, targetedly to provide customization service.Also, acquired user profile provides by user.
Use information of the mobile terminal under child mode is then similar with use information acquired in above-mentioned steps S11,
The behavioural habits of user can be represented, are specifically repeated no more.
In this step S11, acquired user profile and use information are associated with mobile terminal, corresponding user
Information is also interrelated with use information.
S22：Obtain the classification of user profile.
Equally, similar to the step S12 in Fig. 1, the classification of user profile is obtained in this step S22, such as obtains user
Classification is sex, and it is children or adult or specific age bracket that can also obtain class of subscriber.User profile also includes house
Front yard information, therefore can be using homeplace area as class of subscriber in this step S22.
S23：The use information of multiple mobile terminals under same category of user profile is analyzed, obtains each user profile pair
The characteristic information answered.
After the classification that user profile is obtained in above-mentioned steps S22, the usage behavior of same category of user is analyzed,
The use information of multiple mobile terminals under same category of family information is analyzed, is believed with obtaining feature corresponding to each user profile
Breath.
S24：According to the scheme information associated with characteristic information, scheme proposalses corresponding to each user profile are generated.
This step S24 is similar with the step S14 in Fig. 1, and the scheme proposalses produced can be that the installation of application program is built
View etc..The characteristic information equally obtained in step S23 can be amusement class, study class, accordingly generated in this step S24
Scheme proposalses can also Learning Scheme or amusement scheme.
After completing above-mentioned steps S21-S24 and generating scheme proposalses corresponding with user profile, scheme proposalses can be pushed
Into the mobile terminal related to the user profile, so as to provide different suggestions for different classes of child user.
Also further the embodiment in the embodiment and Fig. 2 in Fig. 1 can be combined, referring to Fig. 3, Fig. 3 is youngster of the present invention
The schematic flow sheet of the analysis method another embodiment of virgin behavior, the present embodiment comprise the following steps.
S31：The location information of multiple mobile terminals, user profile, and multiple mobile terminals are obtained under child mode
Use information.
S32：Obtain the classification of location information, the classification of the user profile.
S33：Use information corresponding to same category of user profile under same category of location information is analyzed, is obtained each
Classification information corresponding to the user profile of each classification under location information.
S34：According to the scheme information associated with characteristic information, the user profile of each classification under each location information is generated
Corresponding scheme proposalses.
Done in embodiment shown in Fig. 3 further combined with location information and user profile, user that can be regional to some
Further classification, corresponding suggestion is provided the user with more targeted.
The above method is related to substantial amounts of data analysis, is generally realized by cloud server, in particular it is necessary to pass through one
Section computer program the step of carrying out method for expressing, structure software configuration to realize the computer program, and using hardware device come
The computer program is performed so as to realize the above method.
For computer program, realize in a software form and as independent production marketing or in use, be storable in one
Individual electronic device-readable is taken in storage medium, i.e. the present invention also provides a kind of computer-readable recording medium, wherein being stored with meter
Calculation machine program, the step of computer program realizes the above method when being executed by processor.Computer-readable recording medium can be with
For USB flash disk, CD, server etc..
For hardware configuration, referring to Fig. 4, Fig. 4 is the hardware architecture diagram of the embodiment of terminal device one of the present invention.For
The analysis of mass data is realized, the present embodiment terminal device 100 is the service with high-performance processor and mass storage
Device, processor 11 and memory 12 are specifically included, computer program is stored with memory 12, processor 11 is performing computer
All steps in the analysis method of above-mentioned child behavior can be realized during program.
The present embodiment terminal device can realize children's analysis method, and referring specifically to Fig. 5, Fig. 5 is that terminal is set shown in Fig. 4
The connection diagram of standby embodiment and mobile terminal.
Terminal device 100 can be communicated with multiple mobile terminals 300, obtain the positioning letter of multiple mobile terminals 300
Use information under breath and child mode, and acquired information is analyzed, so as to the child user for different regions
Provide different scheme proposalses.
For software configuration, referring to Fig. 6, Fig. 6 is the software configuration schematic diagram of the embodiment of terminal device one of the present invention, this
Embodiment terminal device 200 includes data obtaining module 21, for obtaining the location information of multiple mobile terminals, and multiple shiftings
Dynamic use information of the terminal under child mode；Category analysis module 22, for obtaining the classification of location information；Signature analysis mould
Block 23, for analyzing the use information of multiple mobile terminals under same category of location information, it is corresponding to obtain each location information
Characteristic information；Scheme proposalses module 24, for according to the scheme information associated with characteristic information, generating each location information pair
The scheme proposalses answered.Above-mentioned modules can realize each step in the analysis method of child behavior shown in Fig. 1, specifically not
Repeat again.
Embodiments of the present invention are the foregoing is only, are not intended to limit the scope of the invention, it is every to utilize this
The equivalent structure or equivalent flow conversion that description of the invention and accompanying drawing content are made, or directly or indirectly it is used in other correlations
Technical field, it is included within the scope of the present invention.
Claims (10)
1. a kind of analysis method of child behavior, it is characterised in that the analysis method includes：
Obtain the location information of multiple mobile terminals, and use information of the multiple mobile terminal under child mode；
Obtain the classification of the location information；
The use information of multiple mobile terminals under same category of location information is analyzed, is obtained corresponding to each location information
Characteristic information；
According to the scheme information associated with the characteristic information, scheme proposalses corresponding to each location information are generated.
2. analysis method according to claim 1, it is characterised in that described to obtain the multiple mobile terminal in children's mould
Use information under formula, including：
Obtain the use information of the multiple mobile terminal application program under child mode；
The use information of multiple mobile terminals under the same category of location information of analysis, including：
Analyze the use information of the application program of multiple mobile terminals under same category of location information；
Scheme proposalses corresponding to each location information of generation, including：
Application program installation corresponding to each location information is generated to suggest.
3. analysis method according to claim 2, it is characterised in that the use information of the application program includes applying journey
The unloading frequency using duration, the installation frequency of application program or application program of sequence.
4. analysis method according to claim 1, it is characterised in that the analysis method further comprises：
Obtain the user profile of multiple mobile terminals；
Obtain the classification of the user profile；
Use information corresponding to same category of user profile under same category of location information is analyzed, obtains each location information
Under each classification user profile corresponding to classification information；
Generate scheme proposalses corresponding to the user profile of each classification under each location information.
5. analysis method according to claim 4, it is characterised in that the user profile includes physiological characteristic information or society
Meeting characteristic information, the physiological characteristic information include gender information or age information, and the social characteristic information includes school and believed
Breath or family information.
6. analysis method according to claim 1, it is characterised in that the characteristic information includes amusement class, study class；Institute
State the Learning Scheme that scheme information includes associating with the amusement class, the amusement scheme associated with the study class；
The scheme information that the basis associates with the characteristic information, scheme proposalses corresponding to each user profile are generated,
Including：
According to the Learning Scheme associated with amusement class, Learning Scheme suggestion is generated；
According to the amusement scheme associated with study class, production amusement scheme proposalses.
7. analysis method according to claim 1, it is characterised in that side corresponding to each location information of generation
Include after case suggestion：
The scheme proposalses are pushed into the mobile terminal corresponding to each location information.
8. a kind of terminal device, it is characterised in that the terminal device includes：
Data obtaining module, for obtaining the location information of multiple mobile terminals, and the multiple mobile terminal in children's mould
Use information under formula；
Category analysis module, for obtaining the classification of the location information；
Characteristics analysis module, for analyzing the use information of multiple mobile terminals under same category of location information, obtain each
Characteristic information corresponding to the location information；
Scheme proposalses module, for according to the scheme information associated with the characteristic information, generating each location information pair
The scheme proposalses answered.
9. a kind of terminal device, including memory, processor and it is stored on the memory and can transports on the processor
Capable computer program, it is characterised in that realized described in the computing device during computer program any in claim 1-7
The step of item methods described.
10. a kind of computer-readable recording medium, is stored thereon with computer program, it is characterised in that the computer program
The step of method any one of claim 1-7 is realized when being executed by processor.
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Application publication date: 20171201 |