CN107767716A - A kind of data processing method, device, mobile terminal and storage medium - Google Patents
A kind of data processing method, device, mobile terminal and storage medium Download PDFInfo
- Publication number
- CN107767716A CN107767716A CN201711027012.3A CN201711027012A CN107767716A CN 107767716 A CN107767716 A CN 107767716A CN 201711027012 A CN201711027012 A CN 201711027012A CN 107767716 A CN107767716 A CN 107767716A
- Authority
- CN
- China
- Prior art keywords
- data
- user
- usage record
- record data
- application program
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
Classifications
-
- G—PHYSICS
- G09—EDUCATION; CRYPTOGRAPHY; DISPLAY; ADVERTISING; SEALS
- G09B—EDUCATIONAL OR DEMONSTRATION APPLIANCES; APPLIANCES FOR TEACHING, OR COMMUNICATING WITH, THE BLIND, DEAF OR MUTE; MODELS; PLANETARIA; GLOBES; MAPS; DIAGRAMS
- G09B5/00—Electrically-operated educational appliances
- G09B5/08—Electrically-operated educational appliances providing for individual presentation of information to a plurality of student stations
- G09B5/12—Electrically-operated educational appliances providing for individual presentation of information to a plurality of student stations different stations being capable of presenting different information simultaneously
- G09B5/125—Electrically-operated educational appliances providing for individual presentation of information to a plurality of student stations different stations being capable of presenting different information simultaneously the stations being mobile
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- Data Mining & Analysis (AREA)
- General Physics & Mathematics (AREA)
- Bioinformatics & Cheminformatics (AREA)
- Computer Vision & Pattern Recognition (AREA)
- Evolutionary Biology (AREA)
- Evolutionary Computation (AREA)
- Bioinformatics & Computational Biology (AREA)
- General Engineering & Computer Science (AREA)
- Artificial Intelligence (AREA)
- Life Sciences & Earth Sciences (AREA)
- Business, Economics & Management (AREA)
- Educational Administration (AREA)
- Educational Technology (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
- Information Transfer Between Computers (AREA)
Abstract
The embodiment of the invention discloses a kind of data processing method, device, mobile terminal and storage medium.Methods described includes：The usage record data of user are obtained, wherein, the usage record data include image, voice, word and/or the application message that user is recorded when using application program；Classification processing is carried out to the usage record data；Usage record data after being handled according to the default weighted value of application program classification are screened, and determine user behavior data according to the usage record data after screening；According to the study plan data and the user behavior data received, generation user behavior report.The beneficial effect of the embodiment of the present invention：Improve the efficiency of management and treatment effeciency of data.
Description
Technical field
The present embodiments relate to data processing field, more particularly to a kind of data processing method, device, mobile terminal and
Storage medium.
Background technology
Development with science and technology and the attention to education, study mobile terminal turns into student group compares popularization
A kind of facility for study.
At present, study mobile terminal can connect network, and the service condition of user can be sent to correspondingly by network
Parent's mobile terminal, parent can check the use data of user by mobile terminal.But the data volume of user it is larger and
And it is mixed and disorderly, data processing speed is slower, while other mobile terminals are difficult to the information that therefrom obtains oneself needs.
The content of the invention
The present invention provides a kind of data processing method, device, mobile terminal and storage medium, improves the efficiency of management of data
And treatment effeciency.
In a first aspect, the embodiments of the invention provide a kind of data processing method, including：
The usage record data of user are obtained, wherein, the usage record data include user when using application program
Image, voice, word and/or the application message of record；
Classification processing is carried out to the usage record data；
Usage record data after being handled according to the default weighted value of application program classification are screened, and according to screening
Usage record data afterwards determine user behavior data；
According to the study plan data and the user behavior data received, generation user behavior report.
Second aspect, the embodiment of the present invention additionally provide a kind of data processing equipment, including：
Usage record acquisition module, for obtaining the usage record data of user, wherein, the usage record data include
Image, voice, word and/or the application message that user is recorded when using application program；
Classification processing module, for carrying out classification processing to the usage record data；
User behavior data determining module, the use after being handled for the default weighted value according to application program classification are remembered
Record data are screened, and determine user behavior data according to the usage record data after screening；
User report generation module, for according to the study plan data and the user behavior data received, life
Reported into user behavior.
The third aspect, the embodiment of the present invention additionally provide a kind of mobile terminal, and the mobile terminal includes：
One or more processors；
Storage device, for storing one or more programs；
When one or more of programs are by one or more of computing devices so that one or more of processing
Device realizes above-mentioned involved any described data processing method.
Fourth aspect, the embodiment of the present invention additionally provide a kind of computer-readable storage medium, are stored thereon with computer program,
The program realizes above-mentioned involved any described data processing method when being executed by processor.
The embodiment of the present invention handles the application program usage record data of user by obtaining and classifying, and according to using journey
Data after the weighted value of sequence is handled classification are screened, and analyze user behavior, raw according to user behavior and study plan
Reported into user behavior, user behavior data can be provided on demand, and improve the efficiency of management and treatment effeciency of data.
Brief description of the drawings
Fig. 1 is the flow chart for the data processing method that the embodiment of the present invention one provides.
Fig. 2 is the flow chart for the data processing method that the embodiment of the present invention two provides.
Fig. 3 is the schematic diagram for the data processing equipment that the embodiment of the present invention three provides.
Fig. 4 is a kind of schematic diagram for mobile terminal that the embodiment of the present invention four provides.
Embodiment
The present invention is described in further detail with reference to the accompanying drawings and examples.It is understood that this place is retouched
The specific embodiment stated is used only for explaining the present invention, rather than limitation of the invention.It also should be noted that in order to just
Part related to the present invention rather than full content are illustrate only in description, accompanying drawing.
Embodiment one
Fig. 1 is a kind of flow chart for data processing method that the embodiment of the present invention one provides, and the present embodiment is applicable to carry
For the mobile terminal of study application, this method is performed by data processing equipment, and the device can be by software and/or hardware Lai real
It is existing, it can typically integrate in the terminal, this method specifically comprises the following steps：
S110, the usage record data of user are obtained, wherein, the usage record data include user and apply journey in use
Image, voice, word and/or the application message of the books of original entry.
In embodiments of the present invention, according to the register account number of the sequence number of mobile terminal, and mobile terminal, described in acquisition
The usage record data of user corresponding to account.Wherein it is possible to using the sequence number of mobile terminal as the identification code of mobile terminal,
On the basis of mobile terminal sequence number, user identity is determined according to account information, account information includes name, sex, age
And/or finger print information etc..In addition, mobile terminal can determine user identity according to finger print information, and record user's usage record
Data, after user is by unlocked by fingerprint mobile terminal, the usage record data storage of the user is in account corresponding to finger print information
Under number catalogue.User identity can be determined by the sequence number and account information of mobile terminal, while sentenced based on finger print information
Disconnected user identity, and usage record data corresponding to collection, realize accurate corresponding, guarantor of the user with the usage record data of user
Demonstrate,prove the accuracy of data.
In embodiments of the present invention, the application message that the usage record packet contains can be from third-party application shop
Obtain.Wherein, the usage record data can be specifically time and duration of the user using application program, to learn class application
Progress, amusement class application particular content such as film, novel brief introduction, chat class application chat record, game class application
Role hierarchy, permissions data that other mobile terminals are set and/or user and parent are to feedback data of application program etc..
In one embodiment of the invention, optionally, the usage record data for obtaining user, including：Obtain with
Privacy authority corresponding to user identity；According to the privacy authority, it is determined that the usage record number corresponding with the user identity
According to.
Wherein, according to the default privacy authority of application program, user's usage record data outside range of anonymity are obtained.Can
To set other mobile terminals to the access rights of privacy of user data, avoid revealing the data that user is not desired to be found.
S120, classification processing is carried out to the usage record data.
In one embodiment of the invention, optionally, it is described that classification processing is carried out to the usage record data, bag
Include：The application message contained according to the usage record packet, the usage record data are classified, after obtaining classification processing
Usage record data, wherein, the usage record data after classification processing include study application data, entertainment applications data and
Game application data.
Wherein, user's usage record data are divided into study application data, entertainment applications data and game application data three
Class, while three class application datas can continue to classify, such as study application data can divide according to different field again, it is such as natural
Subject, discipline of education, psychological subject or art discipline etc.；Or divided according to different brackets, such as primary school, junior middle school or high medium.
And for example, entertainment applications can be divided into reading, video, news or social activity etc..And for example, game application can be divided into action, shooting, benefit
Intelligence, form or grapple.
The application type of usage record data after being handled according to classification, and the sensitive word that includes of application type or key
Word, it is that the application data of each type marks contents attribute label (such as novel, live, video, topic article), obtains content
Use data.The service condition of application program can subsequently be analyzed using data according to content.
In addition, user's usage record data can also be divided into user's usage behavior data and parent manipulates data.Wherein,
User's usage behavior data are specifically that user uses study, amusement, the service condition of game application and the application program
Content-data, and data the problem of user feedback.Parent manipulates data, and parent limits in other mobile terminals and used
The problem of family uses the authority information of application program, and parent feeds back data.
By carrying out classification processing to usage record data, to analyze user behavior from different perspectives, obtain and have more pin
To the user behavior data of property.
S130, the usage record data after being handled according to the default weighted value of application program classification are screened, and root
User behavior data is determined according to the usage record data after screening.
In one embodiment of the invention, optionally, the default weighted value according to application program is handled classification
Usage record data afterwards are screened, including：The keyword sent according to the study plan data and server, it is determined that
The default weighted value of application program；According to the default weighted value, it is determined that time range corresponding with the default weighted value, and
Obtain the usage record data in the time range.
Wherein, the default weighted value of application program is determined according to the study plan data, can be according to study plan
The study duration of application program in data, weighted value directly corresponding to setting study duration, determine to include in study plan answers
With the weighted value of program；It can also be according to the frequency that application program uses in the study plan data, determine study plan
In the weighted value of application program that includes, such as in one week, Oral English Practice study application program requirement study daily, and mathematics
Practise application program requirement to learn at least 3 days, thus, the weighted value of Oral English Practice study application program is more than mathematical studying application journey
Sequence.The keyword sent according to server, determine the default weighted value of application program.Wherein, keyword can be other movements
The Apply Names or Subject Appellation included in Search Requirement or concern demand that terminal is sent by server.
For example, according to the study duration of the application program included in the study plan data, the application program is determined
Weighted value A, wherein, A is weighted value corresponding to study duration.It can be set as follows：When on Monday to Friday, when study
A is 0.02 during a length of 0-15 minutes；When study, A is 0.04 during a length of 16-30 minutes；A during a length of 31-60 minutes when study
For 0.06；When study, A is 0.08 during a length of 61-90 minutes；When study, A is 0.1 during a length of 91-120 minutes.It is set in week
Six or during Sunday, when study during a length of 0-30 minutes, A 0.02；When study during a length of 31-60 minutes, A 0.04；When
During study during a length of 61-120 minutes, A 0.06；When study during a length of 121-180 minutes, A 0.08；It is a length of when study
During 181-240 minutes, A 0.1；When study when it is a length of 4 it is small when more than when, A 0.12.
And for example, according to the frequency that application program uses in the study plan data, the weighted value of application program is determined
Calculation formula can be X=B/7, wherein, X is the weighted value of application program, and B is that the day using application program is required in one week
Number, B span is 0-7.
And for example, according to the study plan data, the calculation formula for determining the weighted value of application program can be X=SB/
7, wherein, S is the summation of A corresponding to application program in one week.English is used when if the study plan of user is on weekdays daily
Language reciting words application program 30 minutes, Saturday and Sunday respectively use the program 1 hour, then X=(0.04+0.04+0.04+
0.04+0.04+0.04+0.04) × 7/7=0.28
And for example, the keyword sent according to server, the default weighted value C of application program is determined, wherein, C is keyword
The weighted value of corresponding application program, value are 0 or 0.06.When the keyword that mobile terminal receives includes weighted value to be calculated
During application program, C 0.06, otherwise, C 0.
And for example, the keyword sent according to the study plan data and server, the default power of application program is determined
The calculation formula of weight values can be X=SB/7+C.If the study plan of user is to be recited using English word using journey on working day
Sequence 30 minutes, weekend use the program 1 hour, while parent is set by other mobile terminals and pays close attention to english discipline, then X
=0.28+0.06=0.34.
According to the application program weighted value of calculating, it is determined that time range corresponding with the weighted value, and when obtaining described
Between in the range of usage record data.For example, the calculation formula for determining the time corresponding with the weighted value is T=15X, its
In, T is the time of usage record data to be chosen.For example, the weighted value being calculated is 0.34, then T=5.1, to calculating
Obtained T is rounded, and time range corresponding with the weighted value is determined according to the numerical value after rounding, therefore during T=5.1, then institute
It is 5 days to state time range corresponding to weighted value.When T is more than or equal to 7, selection time scope is 7 days.
The keyword sent according to study plan data and server, determine the default weighted value of application program；According to
Default weighted value, it is determined that time range corresponding with default weighted value, and thus Select to use record data, avoid to whole numbers
According to being analyzed and processed so that data analysis is more targeted, and improves the data-handling efficiency of mobile terminal.
It should be noted that the exemplary key sent according to study plan data and server of the embodiment of the present invention
Word, determine the default weighted value of application program；According to default weighted value, it is determined that time range corresponding with default weighted value, together
When the embodiment of the present invention it is exemplary setting weighted value occurrence or specific scope, but the present embodiment be only the present invention
A kind of example, in other embodiments of the invention, the keyword sent based on study plan data and server is determined should
During with the weighted value and time range of program, other modes are can also be, such as being determined according to user's usage record data should
With the weighted value of program.
In one embodiment of the invention, optionally, when usage record data include user when using application program
When the image of record, voice, word and application message, the default weighted value according to application program classification is handled after make
Screened with record data, including：According to the default weighted value of application program, in the usage record data after classification processing
At least one of the image, voice, word and the application message that are recorded when filtering out user using application program data.
Wherein, according to the default weighted value of application program, image, the language recorded when choosing user using the application program
At least one of sound, word and application message data.Weighted value is bigger, is recorded when choosing user using the application program
Data type is more.For example, the weighted value of English application is 0.34, recorded when filtering out user using English application
Image, voice, word and application message；The weighted value of game application is 0.12, filters out user and uses game application
The word and application message of the journey books of original entry.
It should be noted that the exemplary default weighted value according to application program of the embodiment of the present invention, chooses user and uses
At least one of the image, voice, word and the application message that are recorded during application program data, but the present embodiment is only
It is a kind of example of the present invention, in other embodiments of the invention, according to the default weighted value of application program, choosing user makes
At least one of the image, voice, word and the application message that are recorded during with application program data, it can also be other
Mode, such as can be according to application type, the image, voice, word and the application that are recorded when choosing user using the application program
At least one of information data.
According to the default weighted value of application program, image, voice, the text recorded when choosing user using the application program
At least one of word and application message data, can Select to use record data on demand, reduce the data of mobile terminal processing
Amount, avoid analyzing total data so that data analysis is more targeted, while improves data-handling efficiency.
S140, according to the study plan data and the user behavior data received, generation user behavior report.
In embodiments of the present invention, study planning data and the similarity of the user behavior data can be calculated, according to
The similarity being calculated, determine that user completes the situation of study plan, wherein, similarity can be by the way that two groups of data be distinguished
Two Vector Groups are converted into, and calculates the similarity between two Vector Groups and obtains.According to user behavior data, and study meter
Data and the similarity of the user behavior data are drawn, obtain user behavior report.Wherein, the user behavior report includes figure
Sheet form.In addition, user behavior report is periodically uploaded onto the server.
The operation principle of data processing method：
The application program used according to user, obtain and classify processing application program usage record data, preset application
The weighted value of program, and the usage record data after handling classification are screened, and thereby determine that user behavior data, and with
Habit plan is compared analysis, generation user behavior report.
The technical scheme of the present embodiment, the application program usage record data of user, and root are handled by obtaining and classifying
The data after processing are screened according to the weighted value of application program, analyze user behavior, are counted according to user behavior and study
Draw, generation user behavior report, improve the efficiency of management and treatment effeciency of data.
Embodiment two
Fig. 2 is a kind of flow chart for data processing method that the embodiment of the present invention two provides, and this method specifically includes as follows
Step：
S210, the usage record data of user are obtained, wherein, the usage record data include user and apply journey in use
Image, voice, word and/or the application message of the books of original entry.
S220, by the usage record data according to setting form deposit database, obtained from the database using note
Record data.
In one embodiment of the invention, optionally, it is described to be stored in the usage record data according to setting form
Database, including：The expression of user, and the acquisition of the expression and described image according to the user are determined according to described image
Frequency determines the first state data of user；The voice is converted into voice signal, and determined according to the waveform of voice signal
The second status data of user；The second status data of the first state data of the user or the user are stored in data
Storehouse.
Wherein, the frequency of setting collection image, face image during application program is used according to user in the scheduled time, point
The expression of user is analysed, obtains user in the state using application program.For example, after user opens application program, in 1 minute,
User's face image is gathered every 20s, if user's sight is not moved in one direction, eyebrow, face do not change, obtain and use
The state at family is stupefied, and counts the number of state appearance；In 30 minutes, every the user face figure of collection in 5 minutes
Picture, if not collecting user's face image all the time, the state for obtaining user is not in use state；In in 3 minutes, every
20s gathers user's face image, if frowning, sight is downward, the state that mouth is elongated and reduced, and the state is 3
Occur more than 5 times within minute, the state for obtaining user is to ponder deeply；If after state is pondered deeply, there is happiness
Emotional state, as the corners of the mouth raises up, there is dimple etc. in face, and the state for obtaining user is successfully to solve problem.
Wherein, according to user speech and voice signal is converted thereof into, passes through the waveform for comparing voice signal and default sound
Sound wave shape, and the characteristic information of voice signal, obtain the state of user.For example, the voice signal of collection user, with standard sound
Sound signal compares, and according to the similarity of the two, obtains the state of user, if similarity is high, the state for obtaining user is pronunciation
Calibrated, similarity is low, then the state for obtaining user is cacoepy；Gather the voice signal of user, judge in the signal whether
There is more pause, and identical and very brief wave band, if it is, the state for obtaining user is proficiency deficiency.
Status data and the storage of user is determined according to image and voice, can more fully record user using applying journey
The data of sequence, and being capable of the more behavior of accurate analysis user comprehensively.
S230, classification processing is carried out to the usage record data.
S240, the usage record data after being handled according to the default weighted value of application program classification are screened, and root
User behavior data is determined according to the usage record data after screening.
S250, according to the study plan data and the user behavior data received, generation user behavior report.
The technical scheme of the present embodiment, by the application program usage record data of user, same data format is recorded as, and
According to the data analysis user behavior after unified form, generation user behavior report, make a large amount of and mixed and disorderly data according to same
Class record, storage and the speed read are improved, so as to improve the efficiency of data processing, be easy to data classification to handle and analyze use
Family behavior.
Embodiment three
Fig. 3 is a kind of schematic diagram for data processing equipment that the embodiment of the present invention three provides, and the present embodiment is applicable to carry
For the mobile terminal of study application.
Described device includes：
Usage record acquisition module 310, for obtaining the usage record data of user, wherein, the usage record data
Image, voice, word and/or the application message recorded including user when using application program；
Classification processing module 320, for carrying out classification processing to the usage record data；
User behavior data determining module 330, make after being handled for the default weighted value according to application program classification
Screened with record data, and user behavior data is determined according to the usage record data after screening；
User report generation module 340, the study plan data received for basis and the user behavior data,
Generate user behavior report.
Further, the usage record acquisition module 310, is used for：
Obtain privacy authority corresponding with user identity；
According to the privacy authority, it is determined that the usage record data corresponding with the user identity.
Further, the classification processing module 320, is used for：
The application message contained according to the usage record packet, the usage record data are classified, obtained at classification
Usage record data after reason, wherein, the usage record data after classification processing include study application data, entertainment applications data
With game application data.
Further, the user behavior data determining module 330, is used for：
The keyword sent according to the study plan data and server, determine the default weighted value of application program；
According to the default weighted value, it is determined that time range corresponding with the default weighted value, and obtain the time
In the range of usage record data.
Further, the user behavior data determining module 330, is used for：
According to the default weighted value of application program, remember when filtering out user in the database using the application program
At least one of image, voice, word and the application message of record data.
Further, described device also includes：Data format unified modules 350, for the usage record data to be pressed
According to setting form deposit database, usage record data are obtained from the database.
Further, the data format unified modules 350, are used for：
The expression of user is determined according to described image, and according to the expression of the user and the acquisition frequency of described image
Determine the first state data of user；
The voice is converted into voice signal, and the second status data of user is determined according to the waveform of voice signal；
The second status data of the first state data of the user or the user are stored in database.
Above-mentioned data processing equipment can perform the data processing method that any embodiment of the present invention is provided, and possess the side of execution
The corresponding functional module of method and beneficial effect.Not ins and outs of detailed description in the present embodiment, reference can be made to the present invention is any
The data processing method that embodiment provides.
Example IV
Fig. 4 is that the embodiment of the present invention four provides a kind of structural representation of mobile terminal.
As shown in figure 4, mobile terminal 412 is showed in the form of universal computing device.The component of mobile terminal 412 can wrap
Include but be not limited to：One or more processor 416 or processing unit, storage device 428, connection different system component (bag
Include storage device 428 and processor 416) bus 418.
Bus 418 represents the one or more in a few class bus structures, including memory bus or Memory Controller,
Peripheral bus, graphics acceleration port, processor or the local bus using any bus structures in a variety of bus structures.Lift
For example, these architectures include but is not limited to industry standard architecture (ISA) bus, MCA (MAC)
Bus, enhanced isa bus, VESA's (VESA) local bus and periphery component interconnection (PCI) bus.
Mobile terminal 412 typically comprises various computing systems computer-readable recording medium.These media can be it is any can be by
The usable medium that mobile terminal 412 accesses, including volatibility and non-volatile media, moveable and immovable medium.
Storage device 428 can include the computer system readable media of form of volatile memory, such as arbitrary access
Memory (RAM) 422 and/or cache memory 424.Mobile terminal 412 may further include it is other it is removable/can not
Mobile, volatile/non-volatile computer system storage medium.Only as an example, storage system 426 can be used for read-write not
Movably, non-volatile magnetic media (Fig. 4 is not shown, is commonly referred to as " hard disk drive ").Although not shown in Fig. 4, can with
There is provided for the disc driver to may move non-volatile magnetic disk (such as " floppy disk ") read-write, and to removable non-volatile
The CD drive of CD (such as CD-ROM, DVD-ROM or other optical mediums) read-write.In these cases, each driving
Device can be connected by one or more data media interfaces with bus 418.Storage device 428 can include at least one journey
Sequence product, the program product have one group of (for example, at least one) program module, and these program modules are configured to perform this hair
The function of bright each embodiment.
Program 432 with one group of (at least one) program module 430, it can be stored in such as storage device 428, this
The program module 430 of sample includes but is not limited to operating system, one or more application program, other program modules and program
Data, the realization of network environment may be included in each or certain combination in these examples.Program module 430 generally performs
Function and/or method in embodiment described in the invention.
Mobile terminal 412 can also be with one or more external equipments 414 (such as keyboard, sensing equipment, sound pick-up outfit
Deng) communication, the equipment communication interacted with the mobile terminal 412 can be also enabled a user to one or more, and/or with causing
Any equipment that the mobile terminal 412 can be communicated with one or more of the other computing device (such as network interface card, modem
Etc.) communication.This communication can be carried out by input/output (I/O) interface 420.Also, mobile terminal 412 can also lead to
Cross network adapter 434 and one or more network (such as LAN (LAN), wide area network (WAN) and/or public network, example
Such as internet) communication.As illustrated, network adapter 434 is communicated by bus 418 with other modules of mobile terminal 412.Should
When understanding, although not shown in the drawings, can combine mobile terminal 412 uses other hardware and/or software module, it is including but unlimited
In：Microcode, device driver, redundant processing unit, external disk drive array, RAID system, tape drive and number
According to backup storage system etc..
Processor 416 is stored in the program in storage device 428 by operation, so as to perform various function application and number
According to processing, such as realize the data processing method that the embodiment of the present invention is provided.
Mobile terminal 412 uses data by the application program for the processing user that obtains and classify, and according to application program
Weighted value screens to the data after processing, analyzes user behavior, according to user behavior and study plan, generates user's row
For report.
Embodiment five
The embodiment of the present invention five also provides a kind of computer-readable storage medium for storing computer program, the computer program
When being performed by computer processor for performing any described data processing method in the above embodiment of the present invention.
The computer-readable storage medium of the embodiment of the present invention, any of one or more computer-readable media can be used
Combination.Computer-readable medium can be computer-readable signal media or computer-readable recording medium.It is computer-readable
Storage medium for example may be-but not limited to-the system of electricity, magnetic, optical, electromagnetic, infrared ray or semiconductor, device or
Device, or any combination above.The more specifically example (non exhaustive list) of computer-readable recording medium includes：Tool
There are the electrical connections of one or more wires, portable computer diskette, hard disk, random access memory (RAM), read-only storage
(ROM), erasable programmable read only memory (EPROM or flash memory), optical fiber, portable compact disc read-only storage (CD-
ROM), light storage device, magnetic memory device or above-mentioned any appropriate combination.In this document, computer-readable storage
Medium can be any includes or the tangible medium of storage program, the program can be commanded execution system, device or device
Using or it is in connection.
Computer-readable signal media can include in a base band or as carrier wave a part propagation data-signal,
Wherein carry computer-readable program code.The data-signal of this propagation can take various forms, including but unlimited
In electromagnetic signal, optical signal or above-mentioned any appropriate combination.Computer-readable signal media can also be that computer can
Any computer-readable medium beyond storage medium is read, the computer-readable medium, which can send, propagates or transmit, to be used for
By instruction execution system, device either device use or program in connection.
The program code included on computer-readable medium can be transmitted with any appropriate medium, including --- but it is unlimited
In wireless, electric wire, optical cable, RF etc., or above-mentioned any appropriate combination.
It can be write with one or more programming languages or its combination for performing the computer that operates of the present invention
Program code, described program design language include object oriented program language-such as Java, Smalltalk, C++,
Also include conventional procedural programming language --- such as " C " language or similar programming language.Program code can
Fully to perform on the user computer, partly perform, performed as an independent software kit on the user computer,
Part performs or performed completely on remote computer or server on the remote computer on the user computer for part.
In the situation of remote computer is related to, remote computer can pass through the network of any kind --- including LAN (LAN)
Or wide area network (WAN)-subscriber computer is connected to, or, it may be connected to outer computer (such as utilize Internet service
Provider passes through Internet connection).
Pay attention to, above are only presently preferred embodiments of the present invention and institute's application technology principle.It will be appreciated by those skilled in the art that
The invention is not restricted to specific embodiment described here, can carry out for a person skilled in the art various obvious changes,
Readjust and substitute without departing from protection scope of the present invention.Therefore, although being carried out by above example to the present invention
It is described in further detail, but the present invention is not limited only to above example, without departing from the inventive concept, also
Other more equivalent embodiments can be included, and the scope of the present invention is determined by scope of the appended claims.
Claims (10)
- A kind of 1. data processing method, it is characterised in that including：The usage record data of user are obtained, wherein, the usage record data are recorded including user when using application program Image, voice, word and/or application message；Classification processing is carried out to the usage record data；According to the default weighted value of application program to classification handle after usage record data screen, and according to screening after Usage record data determine user behavior data；According to the study plan data and the user behavior data received, generation user behavior report.
- 2. according to the method for claim 1, it is characterised in that the default weighted value according to application program to classification at Usage record data after reason are screened, including：The keyword sent according to the study plan data and server, determine the default weighted value of application program；According to the default weighted value, it is determined that time range corresponding with the default weighted value, and obtain the time range Interior usage record data.
- 3. according to the method for claim 1, it is characterised in that when usage record data are using application program including user When Shi Jilu image, voice, word and application message, after the default weighted value according to application program is handled classification Usage record data are screened, including：User, which is filtered out, according to the default weighted value of application program, in the usage record data after classification processing uses described answer With at least one of the image of the journey books of original entry, voice, word and application message data.
- 4. according to the method for claim 1, it is characterised in that the usage record data for obtaining user, including：Obtain privacy authority corresponding with user identity；According to the privacy authority, it is determined that the usage record data corresponding with the user identity.
- 5. according to the method for claim 1, it is characterised in that it is described that classification processing is carried out to the usage record data, Including：The application message contained according to the usage record packet, the usage record data are classified, after obtaining classification processing Usage record data, wherein, the usage record data after classification processing include study application data, entertainment applications data With game application data.
- 6. according to the method for claim 1, it is characterised in that also include：By the usage record data according to setting form deposit database, usage record data are obtained from the database.
- 7. according to the method for claim 6, it is characterised in that described to deposit the usage record data according to setting form Enter database, including：The expression of user is determined according to described image, and is determined according to the expression of the user and the acquisition frequency of described image The first state data of user；The voice is converted into voice signal, and the second status data of user is determined according to the waveform of voice signal；The second status data of the first state data of the user or the user are stored in database.
- A kind of 8. data processing equipment, it is characterised in that including：Usage record acquisition module, for obtaining the usage record data of user, wherein, the usage record data include user Image, voice, word and/or the application message recorded when using application program；Classification processing module, for carrying out classification processing to the usage record data；User behavior data determining module, the usage record number after being handled for the default weighted value according to application program classification According to being screened, and user behavior data is determined according to the usage record data after screening；User report generation module, for being used according to the study plan data and the user behavior data received, generation Family behavior report.
- 9. a kind of mobile terminal, it is characterised in that the equipment includes：One or more processors；Storage device, for storing one or more programs；When one or more of programs are by one or more of computing devices so that one or more of processors are real The now data processing method as described in any in claim 1-7.
- 10. a kind of computer-readable storage medium, is stored thereon with computer program, it is characterised in that the program is executed by processor Data processing methods of the Shi Shixian as described in any in claim 1-7.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201711027012.3A CN107767716B (en) | 2017-10-27 | 2017-10-27 | Data processing method and device, mobile terminal and storage medium |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201711027012.3A CN107767716B (en) | 2017-10-27 | 2017-10-27 | Data processing method and device, mobile terminal and storage medium |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN107767716A true CN107767716A (en) | 2018-03-06 |
| CN107767716B CN107767716B (en) | 2020-06-30 |
Family
ID=61271571
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201711027012.3A Active CN107767716B (en) | 2017-10-27 | 2017-10-27 | Data processing method and device, mobile terminal and storage medium |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN107767716B (en) |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109255593A (en) * | 2018-09-30 | 2019-01-22 | 北京猎户星空科技有限公司 | Schedule executes method, apparatus, equipment and computer readable storage medium |
| CN110738462A (en) * | 2019-10-12 | 2020-01-31 | 百度在线网络技术（北京）有限公司 | Plan management method, plan management device, electronic device, and storage medium |
| CN111198801A (en) * | 2020-01-08 | 2020-05-26 | 广东小天才科技有限公司 | Application program management method, application program management device and server |
| CN111325562A (en) * | 2020-02-17 | 2020-06-23 | 武汉轻工大学 | Grain safety tracing system and method |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20070214207A1 (en) * | 2006-03-09 | 2007-09-13 | Fengzhou Xie | Method and system for accurate issuance of data information |
| CN101222577A (en) * | 2007-01-11 | 2008-07-16 | 富士通株式会社 | Television receiver |
| CN103794100A (en) * | 2014-01-16 | 2014-05-14 | 北京学之网教育科技有限公司 | On-line learning platform system based on Web |
| CN104935465A (en) * | 2015-06-17 | 2015-09-23 | 北京京东尚科信息技术有限公司 | Log generating method and log generating device of client application program, and server |
| CN106023690A (en) * | 2016-07-18 | 2016-10-12 | �田�浩 | Learning aid system |
| CN106101379A (en) * | 2016-05-26 | 2016-11-09 | 广东欧珀移动通信有限公司 | Anti-addiction method, device and the mobile terminal of a kind of mobile terminal |
| CN106502103A (en) * | 2015-09-06 | 2017-03-15 | 深圳会当科技有限公司 | A kind of analysis method of user behavior |
| CN106993100A (en) * | 2017-04-12 | 2017-07-28 | 中山市读书郎电子有限公司 | A kind of smart mobile phone management system from behavioural analysis |
| CN206400549U (en) * | 2017-01-19 | 2017-08-11 | 昆明大存科技有限公司 | A kind of portable data collector |
-
2017
- 2017-10-27 CN CN201711027012.3A patent/CN107767716B/en active Active
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20070214207A1 (en) * | 2006-03-09 | 2007-09-13 | Fengzhou Xie | Method and system for accurate issuance of data information |
| CN101222577A (en) * | 2007-01-11 | 2008-07-16 | 富士通株式会社 | Television receiver |
| CN103794100A (en) * | 2014-01-16 | 2014-05-14 | 北京学之网教育科技有限公司 | On-line learning platform system based on Web |
| CN104935465A (en) * | 2015-06-17 | 2015-09-23 | 北京京东尚科信息技术有限公司 | Log generating method and log generating device of client application program, and server |
| CN106502103A (en) * | 2015-09-06 | 2017-03-15 | 深圳会当科技有限公司 | A kind of analysis method of user behavior |
| CN106101379A (en) * | 2016-05-26 | 2016-11-09 | 广东欧珀移动通信有限公司 | Anti-addiction method, device and the mobile terminal of a kind of mobile terminal |
| CN106023690A (en) * | 2016-07-18 | 2016-10-12 | �田�浩 | Learning aid system |
| CN206400549U (en) * | 2017-01-19 | 2017-08-11 | 昆明大存科技有限公司 | A kind of portable data collector |
| CN106993100A (en) * | 2017-04-12 | 2017-07-28 | 中山市读书郎电子有限公司 | A kind of smart mobile phone management system from behavioural analysis |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN109255593A (en) * | 2018-09-30 | 2019-01-22 | 北京猎户星空科技有限公司 | Schedule executes method, apparatus, equipment and computer readable storage medium |
| CN110738462A (en) * | 2019-10-12 | 2020-01-31 | 百度在线网络技术（北京）有限公司 | Plan management method, plan management device, electronic device, and storage medium |
| CN111198801A (en) * | 2020-01-08 | 2020-05-26 | 广东小天才科技有限公司 | Application program management method, application program management device and server |
| CN111325562A (en) * | 2020-02-17 | 2020-06-23 | 武汉轻工大学 | Grain safety tracing system and method |
Also Published As
| Publication number | Publication date |
|---|---|
| CN107767716B (en) | 2020-06-30 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| EP3385919B1 (en) | Method of processing passage record and device | |
| US10936672B2 (en) | Automatic document negotiation | |
| CN107767716A (en) | A kind of data processing method, device, mobile terminal and storage medium | |
| US20200302564A1 (en) | Customized career counseling and management | |
| CN108804704A (en) | A kind of user's depth portrait method and device | |
| KR20130082839A (en) | Apparatus and method for providing user customised cotent | |
| Wahdain et al. | User acceptance of Information Technology: Factors, theories and applications | |
| CN110598157A (en) | Target information identification method, device, equipment and storage medium | |
| CN109670055A (en) | A kind of multi-medium data checking method, device, equipment and storage medium | |
| CN109783631A (en) | Method of calibration, device, computer equipment and the storage medium of community's question and answer data | |
| Bryan et al. | Using national education longitudinal data sets in school counseling research | |
| CN109614414A (en) | A kind of determination method and device of user information | |
| Ahmed | Technology acceptance of smartphones as mobile learning tools: A contextual comparative study of engineering and education colleges | |
| CN108182240A (en) | The new gaining rate prediction model training of point of interest and Forecasting Methodology, device and storage medium | |
| CN111310065A (en) | Social contact recommendation method and device, server and storage medium | |
| CN113407831A (en) | Course recommendation method and equipment | |
| CN111931875A (en) | Data processing method, electronic device and computer readable medium | |
| CN108733784B (en) | Teaching courseware recommendation method, device and equipment | |
| CN115033735A (en) | Video recommendation method, device and equipment and readable storage medium | |
| CN107070675A (en) | Method and device for determining application scene of network equipment and computing equipment | |
| CN111858920A (en) | User group matching method and device, terminal equipment and storage medium | |
| CN113838479A (en) | Word pronunciation evaluation method, server and system | |
| CN115129971A (en) | Course recommendation method and device based on capability evaluation data and readable storage medium | |
| Azzabi et al. | Towards using wearable technologies in mobile learning | |
| JP6981016B2 (en) | Information processing equipment and information processing method |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant |