CN106453916B - Object classification device and method - Google Patents
Object classification device and method Download PDFInfo
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- CN106453916B CN106453916B CN201610933995.6A CN201610933995A CN106453916B CN 106453916 B CN106453916 B CN 106453916B CN 201610933995 A CN201610933995 A CN 201610933995A CN 106453916 B CN106453916 B CN 106453916B
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72403—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality
- H04M1/7243—User interfaces specially adapted for cordless or mobile telephones with means for local support of applications that increase the functionality with interactive means for internal management of messages
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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
- G06F16/50—Information retrieval; Database structures therefor; File system structures therefor of still image data
- G06F16/51—Indexing; Data structures therefor; Storage structures
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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
- G06F16/951—Indexing; Web crawling techniques
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72469—User interfaces specially adapted for cordless or mobile telephones for operating the device by selecting functions from two or more displayed items, e.g. menus or icons
- H04M1/72472—User interfaces specially adapted for cordless or mobile telephones for operating the device by selecting functions from two or more displayed items, e.g. menus or icons wherein the items are sorted according to specific criteria, e.g. frequency of use
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Abstract
The invention discloses a kind of object classification devices, comprising: determining module determines the corresponding user type of the user for the user information according to mobile terminal user;Obtain module, for according to the determining user type, inquire the corresponding relationship of preset user type Yu object classification mode, obtain the corresponding object classification mode of the user type, wherein, in the corresponding relationship of user type and object classification mode, different user types corresponds to different object classification modes;The each object stored in the mobile terminal is carried out group classification for the object classification mode according to acquisition by processing module.The invention also discloses a kind of object classification methods.The present invention improves the flexibility of object classification.
Description
Technical field
The present invention relates to technical field of mobile terminals more particularly to a kind of object classification device and methods.
Background technique
With the rapid development of science and technology, the mobile terminals such as smart phone, PAD (tablet computer) have become in user's life
Indispensable equipment.During mobile terminal use, it will usually store the various types such as picture, network linking, file
Object.When the quantity of a type of object is more and more, it is just very necessary that group classification is carried out to the object of the type
?.And in the prior art, group classification is typically carried out to object manually by user, or be simply with timeline
Parameter carries out group classification to object.Such as by taking picture as an example, user can be with manual setting photograph album, then by each picture classification
To in each photograph album;Either classify sequentially in time to picture.Therefore, for all users, object
Mode classification is all fixed consistent, shortage flexibility.
Summary of the invention
It is a primary object of the present invention to propose a kind of object classification device and method, it is intended to solve object in the prior art
Classify inflexible technical problem.
To achieve the above object, a kind of object classification device provided by the invention, the object classification device include:
Determining module determines the corresponding user type of the user for the user information according to mobile terminal user;
Module is obtained, for inquiring preset user type and object classification mode according to the determining user type
Corresponding relationship, obtain the corresponding object classification mode of the user type, wherein in user type and object classification mode
In corresponding relationship, different user types corresponds to different object classification modes;
Processing module is each right by what is stored in the mobile terminal for the object classification mode according to acquisition
As carrying out group classification.
Optionally, the acquisition module, for according to the determining user type, inquiring preset user type and each
The corresponding relationship of the object classification mode of seed type object obtains the object point of the corresponding various types object of the user type
Quasi-mode, wherein the type of object includes picture, web page interlinkage and file;
The processing module respectively will be described for the object classification mode of the various types object according to acquisition
The various types object stored in mobile terminal carries out group classification.
Optionally, when the type of object is picture, the processing module is used for:
According to the picture type of each picture stored in the mobile terminal, by each picture according to the user
The picture group that the corresponding picture classification mode of type is included carries out group classification, wherein different user types is corresponding
The picture group that picture classification mode is included is different.
Optionally, the object classification device further include:
Logging modle, for after object is carried out group classification manually by user, the object to be classified to corresponding
Group is associated record;
Study module, for the object and group according to associated record, based on machine learning algorithm to the user
The corresponding object classification mode of type carries out group classification based training, to carry out to the corresponding object classification mode of the user type
It updates.
Optionally, the processing module includes:
Display unit, for showing the object classification mode corresponding mode confirmation interface obtained, for user's base
Interface execution pattern confirmation operation is confirmed in the mode;
Processing unit, for according to the object classification mode of acquisition, inciting somebody to action when receiving the mode confirmation operation
The each object stored in the mobile terminal carries out group classification.
In addition, to achieve the above object, the present invention also proposes that a kind of object classification method, the object classification method include
Following steps:
According to the user information of mobile terminal user, the corresponding user type of the user is determined;
According to the determining user type, the corresponding relationship of preset user type Yu object classification mode is inquired, is obtained
Take the corresponding object classification mode of the user type, wherein in the corresponding relationship of user type and object classification mode, no
Same user type corresponds to different object classification modes;
According to the object classification mode of acquisition, each object stored in the mobile terminal is subjected to group point
Class.
Optionally, described according to the determining user type, inquire preset user type and object classification mode
Corresponding relationship, the step of obtaining the user type corresponding object classification mode include:
According to the determining user type, the object classification mode of preset user type Yu various types object is inquired
Corresponding relationship, obtain the object classification mode of the corresponding various types object of the user type, wherein the type packet of object
Include picture, web page interlinkage and file;
The object classification mode according to acquisition, each object that the mobile terminal stores is classified
Step includes:
It is each by what is stored in the mobile terminal respectively according to the object classification mode of the various types object of acquisition
Seed type object carries out group classification.
Optionally, when the type of object is picture, the object classification mode according to acquisition, by the movement
The each object that stores in terminal carries out the step of group classification and includes:
According to the picture type of each picture stored in the mobile terminal, by each picture according to the user
The picture group that the corresponding picture classification mode of type is included carries out group classification, wherein different user types is corresponding
The picture group that picture classification mode is included is different.
Optionally, the object classification mode according to acquisition, each object that will be stored in the mobile terminal
After the step of carrying out group classification, further includes:
After object is carried out group classification manually by user, the object is associated note with the corresponding group being classified to
Record;
According to the object and group of associated record, based on machine learning algorithm to the corresponding object of the user type
Classification mode carries out group classification based training, to be updated to the corresponding object classification mode of the user type.
Optionally, the object classification mode according to acquisition, each object that will be stored in the mobile terminal
Before the step of carrying out group classification, further includes:
Show that the corresponding mode of the object classification mode obtained confirms interface, so that user is confirmed based on the mode
Interface execution pattern confirmation operation;
When receiving the mode confirmation operation, the object classification mode according to acquisition is executed, it will be described
The each object stored in mobile terminal carries out the step of group classification.
Object classification device and method proposed by the present invention, when to carry out group classification to object, determining module is first
According to the user information of mobile terminal user, the user type of the user is determined, then obtain module and obtain the user type
Each object to be sorted is carried out group point according to the object classification mode by corresponding object classification mode, processing module
Class, since different user types corresponds to different object classification modes, user type is different, then the group of object point
Class is also different, to improve the flexibility of object classification.
Detailed description of the invention
The hardware structural diagram of Fig. 1 each embodiment one optional mobile terminal to realize the present invention;
Fig. 2 is the wireless communication system schematic diagram of mobile terminal as shown in Figure 1;
Fig. 3 is the module diagram of object classification device first embodiment of the present invention;
Fig. 4 is display schematic diagram of the present invention to picture classification;
Fig. 5 is the module diagram of object classification device 3rd embodiment of the present invention;
Fig. 6 is the refinement module schematic diagram of processing module in object classification device 3rd embodiment of the present invention;
Fig. 7 is that the present invention confirms interface schematic diagram to the mode of picture classification;
Fig. 8 is the flow diagram of object classification method first embodiment of the present invention;
Fig. 9 is the flow diagram of object classification method 3rd embodiment of the present invention.
The embodiments will be further described with reference to the accompanying drawings for the realization, the function and the advantages of the object of the present invention.
Specific 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.
The mobile terminal of each embodiment of the present invention is realized in description with reference to the drawings.In subsequent description, use
For indicate element such as " module ", " component " or " unit " suffix only for being conducive to explanation of the invention, itself
There is no specific meanings.Therefore, " module " can be used mixedly with " component ".
Mobile terminal can be implemented in a variety of manners.For example, terminal described in the present invention may include such as moving
Phone, smart phone, laptop, digit broadcasting receiver, PDA (personal digital assistant), PAD (tablet computer), PMP
The mobile terminal of (portable media player), navigation device etc. and such as number TV, desktop computer etc. are consolidated
Determine terminal.Hereinafter it is assumed that terminal is mobile terminal.However, it will be understood by those skilled in the art that in addition to being used in particular for moving
Except the element of purpose, the construction of embodiment according to the present invention can also apply to the terminal of fixed type.
Fig. 1 to realize the present invention the mobile terminal of each embodiment hardware configuration signal.
Mobile terminal 100 may include wireless communication unit 110, A/V (audio/video) input unit 120, user's input
Unit 130, output unit 150, memory 160, controller 180 and power supply unit 190 etc..Fig. 1 is shown with various groups
The mobile terminal of part, it should be understood that being not required for implementing all components shown.Can alternatively it implement more or more
Few component.The element of mobile terminal will be discussed in more detail below.
Wireless communication unit 110 generally includes one or more components, allows mobile terminal 100 and wireless communication device
Or the radio communication between network.For example, wireless communication unit may include broadcasting reception module 111, mobile communication module
112, at least one of wireless Internet module 113, short range communication module 114 and location information module 115.
Broadcasting reception module 111 receives broadcast singal and/or broadcast from external broadcast management server via broadcast channel
Relevant information.Broadcast channel may include satellite channel and/or terrestrial channel.Broadcast management server, which can be, to be generated and sent
The broadcast singal and/or broadcast related information generated before the server or reception of broadcast singal and/or broadcast related information
And send it to the server of terminal.Broadcast singal may include TV broadcast singal, radio signals, data broadcasting
Signal etc..Moreover, broadcast singal may further include the broadcast singal combined with TV or radio signals.Broadcast phase
Closing information can also provide via mobile communications network, and in this case, broadcast related information can be by mobile communication mould
Block 112 receives.Broadcast singal can exist in a variety of manners, for example, it can be with the electronics of digital multimedia broadcasting (DMB)
Program guide (EPG), digital video broadcast-handheld (DVB-H) electronic service guidebooks (ESG) etc. form and exist.Broadcast
Receiving module 111 can receive signal broadcast by using various types of broadcasters.Particularly, broadcasting reception module 111
It can be wide by using such as multimedia broadcasting-ground (DMB-T), digital multimedia broadcasting-satellite (DMB-S), digital video
It broadcasts-holds (DVB-H), forward link media (MediaFLO@) data broadcasting device, received terrestrial digital broadcasting integrated service
(ISDB-T) etc. digital broadcast apparatus receives digital broadcasting.Broadcasting reception module 111, which may be constructed such that, to be adapted to provide for extensively
Broadcast the various broadcasters and above-mentioned digital broadcast apparatus of signal.Via the received broadcast singal of broadcasting reception module 111 and/
Or broadcast related information can store in memory 160 (or other types of storage medium).
Mobile communication module 112 sends radio signals to base station (for example, access point, node B etc.), exterior terminal
And at least one of server and/or receive from it radio signal.Such radio signal may include that voice is logical
Talk about signal, video calling signal or according to text and/or Multimedia Message transmission and/or received various types of data.
The Wi-Fi (Wireless Internet Access) of the support mobile terminal of wireless Internet module 113.The module can be internally or externally
It is couple to terminal.Wi-Fi (Wireless Internet Access) technology involved in the module may include WLAN (Wireless LAN) (Wi-Fi), Wibro
(WiMAX), Wimax (worldwide interoperability for microwave accesses), HSDPA (high-speed downlink packet access) etc..
Short range communication module 114 is the module for supporting short range communication.Some examples of short-range communication technology include indigo plant
ToothTM, radio frequency identification (RFID), Infrared Data Association (IrDA), ultra wide band (UWB), purple honeybeeTMEtc..
Location information module 115 is the module for checking or obtaining the location information of mobile terminal.Location information module
Typical case be GPS (global pick device).According to current technology, GPS module 115, which calculates, comes from three or more satellites
Range information and correct time information and the Information application triangulation for calculating, thus according to longitude, latitude
Highly accurately calculate three-dimensional current location information.Currently, it is defended for the method for calculating position and temporal information using three
Star and the error that calculated position and temporal information are corrected by using an other satellite.In addition, GPS module 115
It can be by Continuous plus current location information in real time come calculating speed information.
A/V input unit 120 is for receiving audio or video signal.A/V input unit 120 may include 121 He of camera
Microphone 122, camera 121 is to the static images obtained in video acquisition mode or image capture mode by image capture apparatus
Or the image data of video is handled.Treated, and picture frame may be displayed on display unit 151.It is handled through camera 121
Picture frame afterwards can store in memory 160 (or other storage mediums) or be sent out via wireless communication unit 110
It send, two or more cameras 121 can be provided according to the construction of mobile terminal.Microphone 122 can be in telephone calling model, note
Sound (audio data) is received via microphone in record mode, speech recognition mode etc. operational mode, and can will in this way
Acoustic processing be audio data.Audio that treated (voice) data can be converted in the case where telephone calling model can
The format output of mobile communication base station is sent to via mobile communication module 112.Various types of make an uproar can be implemented in microphone 122
Sound eliminates (or inhibition) algorithm to eliminate the noise or do that (or inhibition) generates during sending and receiving audio signal
It disturbs.
The order that user input unit 130 can be inputted according to user generates key input data to control each of mobile terminal
Kind operation.User input unit 130 allows user to input various types of information, and may include keyboard, metal dome, touch
Plate (for example, the sensitive component of detection due to the variation of resistance, pressure, capacitor etc. caused by being contacted), idler wheel, rocking bar etc.
Deng.Particularly, when touch tablet is superimposed upon in the form of layer on display unit 151, touch screen can be formed.
Display unit 151 may be displayed on the information handled in mobile terminal 100.For example, when mobile terminal 100 is in electricity
When talking about call mode, display unit 151 can show and converse or other communicate (for example, text messaging, multimedia file
Downloading etc.) relevant user interface (UI) or graphic user interface (GUI).When mobile terminal 100 is in video calling mode
Or when image capture mode, display unit 151 can show captured image and/or received image, show video or figure
Picture and the UI or GUI of correlation function etc..
Meanwhile when display unit 151 and touch tablet in the form of layer it is superposed on one another to form touch screen when, display unit
151 may be used as input unit and output device.Display unit 151 may include liquid crystal display (LCD), thin film transistor (TFT)
In LCD (TFT-LCD), Organic Light Emitting Diode (OLED) display, flexible display, three-dimensional (3D) display etc. at least
It is a kind of.Some in these displays may be constructed such that transparence to allow user to watch from outside, this is properly termed as transparent
Display, typical transparent display can be, for example, TOLED (transparent organic light emitting diode) display etc..According to specific
Desired embodiment, mobile terminal 100 may include two or more display units (or other display devices), for example, moving
Dynamic terminal may include outernal display unit (not shown) and inner display unit (not shown).Touch screen can be used for detecting touch
Input pressure and touch input position and touch input area.
Audio output module 152 can mobile terminal be in call signal reception pattern, call mode, logging mode,
It is when under the isotypes such as speech recognition mode, broadcast reception mode, wireless communication unit 110 is received or in memory 160
The audio data transducing audio signal of middle storage and to export be sound.Moreover, audio output module 152 can provide and movement
The relevant audio output of specific function (for example, call signal receives sound, message sink sound etc.) that terminal 100 executes.
Audio output module 152 may include sound pick-up, buzzer etc..
Memory 160 can store the software program etc. of the processing and control operation that are executed by controller 180, 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 about the vibrations of various modes and audio signal exported when touching and being applied to touch screen
Data.
Memory 160 may include the storage medium of at least one type, and the storage medium includes flash memory, hard disk, more
Media card, card-type memory (for example, SD or DX memory etc.), random access storage device (RAM), static random-access storage
Device (SRAM), read-only memory (ROM), electrically erasable programmable read-only memory (EEPROM), programmable read only memory
(PROM), magnetic storage, disk, CD etc..Moreover, mobile terminal 100 can execute memory with by network connection
The network storage device of 160 store function cooperates.
The overall operation of the usually control mobile terminal of controller 180.For example, controller 180 executes and voice communication, data
Communication, video calling etc. relevant control and processing.In addition, controller 180 may include for reproducing (or playback) more matchmakers
The multi-media module 181 of volume data, multi-media module 181 can construct in controller 180, or can be structured as and control
Device 180 separates.Controller 180 can be with execution pattern identifying processing, by the handwriting input executed on the touchscreen or picture
It draws input and is identified as character or image.
Power supply unit 190 receives external power or internal power under the control of controller 180 and provides operation each member
Electric power appropriate needed for part and component.
Various embodiments described herein can be to use the calculating of such as computer software, hardware or any combination thereof
Machine readable medium is implemented.Hardware is implemented, 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), controller, microcontroller, microprocessor, is designed to execute function described herein processor
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 with allow to execute the individual of at least one functions or operations
Software module is implemented.Software code can by the software application (or program) write with any programming language appropriate Lai
Implement, software code can store in memory 160 and be executed by controller 180.
So far, oneself is through describing mobile terminal according to its function.In the following, for the sake of brevity, will description such as folded form,
Slide type mobile terminal in various types of mobile terminals of board-type, oscillating-type, slide type mobile terminal etc., which is used as, to be shown
Example.Therefore, the present invention can be applied to any kind of mobile terminal, and be not limited to slide type mobile terminal.
Mobile terminal 100 as shown in Figure 1 may be constructed such that using via frame or grouping send data it is all if any
Line and wireless communication device and satellite-based communication device operate.
Referring now to Fig. 2 description communication device that wherein mobile terminal according to the present invention can operate.
Different air interface and/or physical layer can be used in such communication device.For example, used by communication device
Air interface includes such as frequency division multiple access (FDMA), time division multiple acess (TDMA), CDMA (CDMA) and universal mobile communications dress
Set (UMTS) (particularly, long term evolution (LTE)), global mobile communication device (GSM) etc..As non-limiting example, under
The description in face is related to cdma communication device, but such introduction is equally applicable to other types of device.
With reference to Fig. 2, cdma wireless communication device may include multiple mobile terminals 100, multiple base stations (BS) 270, base station
Controller (BSC) 275 and mobile switching centre (MSC) 280.MSC280 is configured to and Public Switched Telephony Network (PSTN)
290 form interface.MSC280 is also structured to be formed with the BSC275 that can be couple to base station BS 270 via back haul link and connect
Mouthful.Back haul link can be constructed according to any in several known interfaces, and the interface includes such as E1/T1, ATM,
IP, PPP, frame relay, HDSL, ADSL or xDSL.It will be appreciated that device may include multiple BSC275 as shown in Figure 2.
Each BS270 can service one or more subregions (or region), by multidirectional antenna or the day of direction specific direction
Each subregion of line covering is radially far from BS270.Alternatively, each subregion can be by two or more for diversity reception
Antenna covering.Each BS270, which may be constructed such that, supports multiple frequency distribution, and the distribution of each frequency has specific frequency spectrum
(for example, 1.25MHz, 5MHz etc.).
What subregion and frequency were distributed, which intersects, can be referred to as CDMA Channel.BS270 can also be referred to as base station transceiver
Device (BTS) or other equivalent terms.In this case, term " base station " can be used for broadly indicating single
BSC275 and at least one BS270.Base station can also be referred to as " cellular station ".Alternatively, each subregion of specific BS270 can be claimed
For multiple cellular stations.
As shown in Figure 2, broadcast singal is sent to the mobile terminal operated in the device by broadcsting transmitter (BT) 295
100.Broadcasting reception module 111 as shown in Figure 1 is arranged at mobile terminal 100 to receive the broadcast sent by BT295
Signal.In fig. 2 it is shown that several global pick device (GPS) satellites 300.The help of satellite 300 positions multiple mobile terminals
At least one of 100.
In Fig. 2, multiple satellites 300 are depicted, but it is understood that, it can use any number of satellite and obtain
Useful location information.GPS module 115 as shown in Figure 1 is generally configured to cooperate with satellite 300 to obtain and desired determine
Position information.It substitutes GPS tracking technique or except GPS tracking technique, the position that can track mobile terminal can be used
Other technologies.In addition, at least one 300 property of can choose of GPS satellite or extraly processing satellite dmb transmission.
As a typical operation of wireless communication device, BS270 receives the reverse link from various mobile terminals 100
Signal.Mobile terminal 100 usually participates in call, information receiving and transmitting and other types of communication.Certain base station 270 is received each anti-
It is handled in specific BS270 to link signal.The data of acquisition are forwarded to relevant BSC275.BSC provides call
The mobile management function of resource allocation and the coordination including the soft switching process between BS270.The number that BSC275 will also be received
According to MSC280 is routed to, the additional route service for forming interface with PSTN290 is provided.Similarly, PSTN290 with
MSC280 forms interface, and MSC and BSC275 form interface, and BSC275 controls BS270 correspondingly with by forward link signals
It is sent to mobile terminal 100.
Based on above-mentioned mobile terminal hardware configuration and communication system, each implementation of object classification device of the present invention is proposed
Example.
As shown in figure 3, in the first embodiment, which includes:
Determining module 10 determines the corresponding user type of the user for the user information according to mobile terminal user;
With the rapid development of science and technology, the mobile terminals such as smart phone, PAD (tablet computer) have become in user's life
Indispensable equipment.During mobile terminal use, it will usually store picture, network linking, file, desktop application figure
Various types of objects such as mark.When the quantity of a certain type object is more and more, group classification is carried out just to the type object
It is very necessary, by carrying out group classification to object, user can be facilitated quickly to find out each object.
In order to realize that each object to mobile terminal storage carries out group classification, in the present embodiment, set in mobile terminal
It is equipped with object classification device.Firstly, determining module 10 determines the user type of mobile terminal user.Specifically, when user exists
It when using mobile terminal, is many times registered, and the gender of the user, age, occupation, emerging would generally be inputted in registering
The user informations such as interest, education degree.After the user information of acquisition for mobile terminal to user, determining module 10 is according to the user
User information, determine the corresponding user type of the user.For example, determining module 10 can be determined according to the age of user
The user type of the user is a year forefathers, a middle-aged person or the elderly.
Module 20 is obtained, for inquiring preset user type and object classification mould according to the determining user type
The corresponding relationship of formula obtains the corresponding object classification mode of the user type, wherein in user type and object classification mode
Corresponding relationship in, different user types corresponds to different object classification modes;
A plurality of types of objects such as picture, network linking, file are all generally stored in mobile terminal, for one species
The object of type in the present embodiment, pre-sets various user types and the object classification mode of corresponding the type object
Corresponding relationship, different user types correspond to different object classification modes.It all include more in each object classification mode
Kind object group.For example, for picture type object, it is in the corresponding picture classification mode of young man in user type,
Including each groups such as landscape group, personage's group, cute pet group, self-timer groups;It and is that the elderly is corresponding in user type
In picture classification mode, including each group such as landscape group, personage's group, household size.
After determining module 10 has determined the user type of user, to classify to the object of a certain type, obtain
Module 20 from the corresponding relationship of preset user type and the object classification mode of the type object, inquires determining use first
Object classification mode corresponding to the type of family, so that it is determined that object group included by the object classification mode.For example, still to scheme
For sheet type object, however, it is determined that module 10 determines that user type is young man, obtains module 20 and inquires user type and picture
The corresponding relationship of the object classification mode of type object, obtaining user type is that picture classification mode corresponding to young man includes
Each groups such as landscape group, personage's group, cute pet group, self-timer group.
Processing module 30, it is each by what is stored in the mobile terminal for the object classification mode according to acquisition
Object carries out group classification.
After obtaining module 20 and obtaining user type corresponding object classification mode, processing module 30 is according to the object
The each object of mobile terminal storage is carried out group classification by object group included by classification mode.It is automatic right to realize
The objects such as picture, desktop application icon, web page interlinkage, file are arranged.For example, as shown in figure 4, by taking picture classification as an example,
When determining module 10 determines that user type is young man, obtaining user type in acquisition module 20 is picture corresponding to young man
After classification mode includes each groups such as landscape group, personage's group, cute pet group, self-timer group, processing module 30 will be moved
The each picture stored in dynamic terminal carries out group according to each groups such as landscape group, personage's group, cute pet group, self-timer groups
Do not classify.For another example, when determining module 10 determines that user type is the elderly, obtaining user type in acquisition module 20 is the elderly
Corresponding picture classification mode includes the general of processing module 30 after each groups such as landscape group, personage's group, household size
Your each picture is facilitated to carry out group point according to each group such as landscape group, personage's group, household size in mobile terminal
Class.In this way, user type is different for same type object, then the group classification of object is just different, and not only limits to
In a certain specific group classification mode, to substantially increase user experience.
The scheme that the present embodiment proposes, when to carry out group classification to object, determining module 10 is first according to mobile whole
The user information of end subscriber determines the user type of the user, then obtains module 20 and obtains corresponding to the user type
Each object to be sorted is carried out group classification according to the object classification mode by object classification mode, processing module 30, due to
Different user types corresponds to different object classification modes, and therefore, user type is different, then the group of object is classified also not
Together, to improve the flexibility of object classification, user experience is substantially increased.
Further, object classification device second embodiment of the present invention is proposed.Object classification device second embodiment with it is right
As the difference of sorter first embodiment is, in object classification device second embodiment, the acquisition module 20 is used for:
According to the determining user type, the object classification mode of preset user type Yu various types object is inquired
Corresponding relationship, obtain the object classification mode of the corresponding various types object of the user type, wherein the type packet of object
Include picture, web page interlinkage and file;
The processing module 30 is used for:
It is each by what is stored in the mobile terminal respectively according to the object classification mode of the various types object of acquisition
Seed type object carries out group classification.
Since various types of objects such as picture, web page interlinkage, file can be stored in mobile terminal, in order to improve object point
Class efficiency in the present embodiment, while carrying out group classification to various types of objects.Specifically, when determining module 10 has determined
After user type, obtains module 20 and inquire pre-set various user types and the object classification mode of all types of objects
Corresponding relationship, obtain the determining user type corresponding all types of objects object classification mode.For example, when determining
When module 10 determines that user type is young man, obtains module 20 and inquire pre-set various user types and all types of objects
Object classification mode corresponding relationship, obtain the corresponding picture classification mode of young man's user type, young man's user type
Corresponding document classification mode of corresponding web page interlinkage classification mode, young man's user type etc..
Then, processing module 30 according to the user type corresponding various types object object classification mode,
The various types object by mobile terminal storage carries out group classification respectively.For example, processing module 30 is according to the user type pair
The picture classification mode answered carries out group classification to each picture of mobile terminal storage;Processing module 30 is according to the user class
The corresponding web page interlinkage classification mode of type carries out group classification to each web page interlinkage of mobile terminal storage;Processing module 30
According to the corresponding document classification mode of the user type, group classification is carried out to each file of mobile terminal storage.To real
Show and group classification is carried out to various types of objects of mobile terminal simultaneously.
Specifically, by taking picture type object as an example, the processing module 30 is used for:
According to the picture type of each picture stored in the mobile terminal, by each picture according to the user
The picture group that the corresponding picture classification mode of type is included carries out group classification, wherein different user types is corresponding
The picture group that picture classification mode is included is different.
It is different in the corresponding relationship of pre-set various user types and the picture classification mode of picture type object
User type correspond to different picture classification modes, and different picture classification modes includes different picture group.Example
Such as, by taking the above-mentioned example enumerated as an example, user type is that picture classification mode corresponding to young man includes landscape group, personage
Each picture group such as group, cute pet group, self-timer group;User type is that picture classification mode corresponding to the elderly includes wind
Each picture group such as scape group, personage's group, household size.
When mobile terminal classifies to picture type object, protected according to determining user type and mobile terminal
The picture type for each picture deposited, processing module 30 is by each picture according to the determining corresponding picture classification mould of user type
The picture group that formula is included carries out group classification.For example, processing module 30 is according to mobile whole when user type is young man
The picture type of each picture stored in end, by each picture according to landscape group, personage's group, cute pet group, self-timer group
Not etc. each picture group carries out group classification.
The scheme that the present embodiment proposes obtains module 20 and obtains the user after determining module 10 determines user type
The object classification mode of various types object corresponding to type, then processing module 30 is divided according to the object of various types object
Quasi-mode carries out group classification to various types of objects respectively, namely realizes according to user type simultaneously to mobile terminal
A plurality of types of objects classify, without the classification of one type object of a type object, therefore, improve pair
While as classification flexibility, the efficiency of object classification is also improved.
Further, as shown in figure 5, proposing object classification device 3rd embodiment of the present invention.Object classification device third
The difference of embodiment and object classification device first embodiment and second embodiment is, in object classification device 3rd embodiment
In, the object classification device further include:
Logging modle 40, for after object is carried out group classification manually by user, the object to be classified to corresponding
Group be associated record;
Study module 50, for the object and group according to associated record, based on machine learning algorithm to the use
Type corresponding object classification mode in family carries out group classification based training, with to the corresponding object classification mode of the user type into
Row updates.
In order to improve the interactivity of user, in the present embodiment, user can also carry out group classification to object manually.Example
Such as, it still by taking object picture as an example, can not be identified when the picture type that can not determine certain pictures, such as using picture separator
When the picture type of certain pictures, it can first be ranged for the time being in a default group, then by user manually in default group
Each picture carry out group classification, for example it is classified to landscape group, personage's group, cute pet group, self-timer group respectively
In, or new group is still further set, by picture classification into new group.
User manually by object carry out group classification after, logging modle 40 by the object of user's manual classification with it is corresponding divide
The group of class extremely is associated record.Then, the group corresponding according to the object of associated record of study module 50, Yi Jiyi
Object through classifying automatically and corresponding group, climb the corresponding object data of all objects based on machine learning algorithm
It takes, parse operation, to carry out group classification based training to the corresponding object classification mode of the user type, thus to the user type
Corresponding object classification mode is updated.For example, by taking web page interlinkage as an example, study module 50 is according to the webpage chain of user setting
Grouping is connect, and the web page interlinkage group classification being arranged automatically, all corresponding link data of web page interlinkage are crawled,
Parsing operation, to carry out group classification based training to the corresponding web page interlinkage classification mode of the user type, thus to the user class
The corresponding web page interlinkage classification mode of type is updated.
Further, as shown in fig. 6, in the present embodiment, the processing module 30 includes:
Display unit 31, for showing the object classification mode corresponding mode confirmation interface obtained, for user
Interface execution pattern confirmation operation is confirmed based on the mode;
Processing unit 32, for when receiving the mode confirmation operation, according to the object classification mode of acquisition,
The each object stored in the mobile terminal is subjected to group classification.
In order to further increase the interactivity of user, in the present embodiment, when acquisition module 20 is according to determining user class
Type, after obtaining the corresponding object classification mode of the user type, display unit 31 shows the object point in current display interface
The corresponding mode of quasi-mode confirms interface, for example, the corresponding object group of the object classification mode is shown on the surface, with
And mode confirms control.After user checks that mode confirms interface, you can learn that each object can under the object classification mode
The group that will be classified to.When user agrees to this object classification mode, user can put blow mode confirmation control, and execution pattern is true
Recognize operation.When receiving the mode confirmation operation of user, processing unit 32, will be in mobile terminal according to the object classification mode
The each object of storage carries out group classification.
For example, as shown in fig. 7, display unit 31 is aobvious in current display interface when classifying to picture type object
The corresponding mode of diagram piece classification mode confirms interface, for example, showing the corresponding figure of picture classification mode on the surface
Piece group and mode confirm control.After user checks that mode confirms interface, you can learn that in the picture classification mode
Under, picture group that each object can will be classified to.When user agrees to this object classification mode, user can put blow mode confirmation
Control, execution pattern confirmation operation.When receiving the mode confirmation operation of user, processing unit 32 is according to the picture classification mould
The each picture stored in mobile terminal is carried out group classification by formula.
Object can be carried out group classification manually by the scheme that the present embodiment proposes, user, and study module 50 is according to user
The object classification of manual setting carries out machine learning, the group classification based training of object is executed, to current object classification mode
It is updated, to improve the accuracy of object classification.
The present invention further provides a kind of object classification methods.
It is the flow diagram of object classification method first embodiment of the present invention referring to Fig. 8, Fig. 8, in the first embodiment,
The object classification method the following steps are included:
Step S10 determines the corresponding user type of the user according to the user information of mobile terminal user;
With the rapid development of science and technology, the mobile terminals such as smart phone, PAD (tablet computer) have become in user's life
Indispensable equipment.During mobile terminal use, it will usually store picture, network linking, file, desktop application figure
Various types of objects such as mark.When the quantity of a certain type object is more and more, group classification is carried out just to the type object
It is very necessary, by carrying out group classification to object, user can be facilitated quickly to find out each object.
In order to realize that each object to mobile terminal storage carries out group classification, in the present embodiment, first will it is mobile eventually
The user at end classifies, and determines user type.Specifically, when user is when using mobile terminal, many times need into
Row registration, and the user informations such as gender, age, occupation, interest, the education degree of user would generally be inputted in registering.Work as movement
After terminal gets the user information of user, according to the user information of the user, the corresponding user type of the user is determined.
For example, the user type that according to the age of user, can determine the user is a year forefathers, a middle-aged person or the elderly.
It is corresponding with object classification mode to inquire preset user type according to the determining user type by step S20
Relationship obtains the corresponding object classification mode of the user type, wherein in user type pass corresponding with object classification mode
In system, different user types corresponds to different object classification modes;
A plurality of types of objects such as picture, network linking, file are all generally stored in mobile terminal, for one species
The object of type in the present embodiment, pre-sets various user types and the object classification mode of corresponding the type object
Corresponding relationship, different user types correspond to different object classification modes.It all include more in each object classification mode
Kind object group.For example, for picture type object, it is in the corresponding picture classification mode of young man in user type,
Including each groups such as landscape group, personage's group, cute pet group, self-timer groups;It and is that the elderly is corresponding in user type
In picture classification mode, including each group such as landscape group, personage's group, household size.
After mobile terminal has determined the user type of user, mobile terminal will divide the object of a certain type
Class, the first corresponding relationship from preset user type and the object classification mode of the type object, inquire determining user
Object classification mode corresponding to type, so that it is determined that object group included by the object classification mode.For example, still with picture
For type object, if user type is young man, pair of inquiry user type and the object classification mode of picture type object
It should be related to, obtaining user type as picture classification mode corresponding to young man includes landscape group, personage's group, cute pet group
Not, each group such as self-timer group.
Step S30 carries out each object stored in the mobile terminal according to the object classification mode of acquisition
Group classification.
After obtaining user type corresponding object classification mode, according to object included by the object classification mode
The each object of mobile terminal storage is carried out group classification by group.To realize automatically to picture, desktop application icon, net
The objects such as page link, file are arranged.For example, as shown in figure 4, by taking picture classification as an example, when user type is young man,
It includes landscape group, personage's group, cute pet group, self-timer group that user type, which is obtained, as picture classification mode corresponding to young man
Not etc. after each group, by each picture stored in mobile terminal according to landscape group, personage's group, cute pet group, from
It claps each group such as group and carries out group classification.For another example, when user type be the elderly, obtain user type be the elderly institute
After corresponding picture classification mode includes each groups such as landscape group, personage's group, household size, it will promote in mobile terminal
Group classification is carried out according to each group such as landscape group, personage's group, household size at your each picture.In this way, for
Same type object, user type is different, then the group classification of object is just different, and is not limited solely to a certain specific
Group classification mode, to substantially increase user experience.
The scheme that the present embodiment proposes, when to carry out group classification to object, first according to the use of mobile terminal user
Family information, determines the user type of the user, then obtains object classification mode corresponding to the user type, will be to be sorted
Each object according to the object classification mode carry out group classification, since different user types corresponds to different object classifications
Mode, therefore, user type are different, then the group classification of object is also different, to improve the flexibility of object classification, significantly
Improve user experience.
Further, object classification method second embodiment of the present invention is proposed.Object classification method second embodiment with it is right
As the difference of classification method first embodiment is, in object classification method second embodiment, the step S20 includes:
Step a inquires the object point of preset user type and various types object according to the determining user type
The corresponding relationship of quasi-mode obtains the object classification mode of the corresponding various types object of the user type, wherein object
Type includes picture, web page interlinkage and file;
The step S30 includes:
Step b will be deposited in the mobile terminal respectively according to the object classification mode of the various types object of acquisition
The various types object of storage carries out group classification.
Since various types of objects such as picture, web page interlinkage, file can be stored in mobile terminal, in order to improve object point
Class efficiency in the present embodiment, while carrying out group classification to various types of objects.Specifically, when determined user type it
Afterwards, the corresponding relationship for inquiring the object classification mode of pre-set various user types and all types of objects, obtains determining
The user type corresponding all types of objects object classification mode.For example, when determining user type is young man,
The corresponding relationship of the object classification mode of pre-set various user types and all types of objects is inquired, young man user is obtained
The corresponding picture classification mode of type, the corresponding web page interlinkage classification mode of young man's user type, young man's user type pair
Document classification mode answered etc..
Then, according to the user type corresponding various types object object classification mode, will move respectively
The various types object of terminal storage carries out group classification.For example, according to the corresponding picture classification mode of the user type, to shifting
Each picture of dynamic terminal storage carries out group classification;According to the corresponding web page interlinkage classification mode of the user type, to movement
Each web page interlinkage of terminal storage carries out group classification;According to the corresponding document classification mode of the user type, to mobile whole
Each file of end storage carries out group classification.To realize while carry out group to various types of objects of mobile terminal
Classification.
Specifically, by taking picture type object as an example, the step S30 includes:
Step c, according to the picture type of each picture stored in the mobile terminal, by each picture according to institute
It states the picture group that the corresponding picture classification mode of user type is included and carries out group classification, wherein different user types
The picture group that corresponding picture classification mode is included is different.
It is different in the corresponding relationship of pre-set various user types and the picture classification mode of picture type object
User type correspond to different picture classification modes, and different picture classification modes includes different picture group.Example
Such as, by taking the above-mentioned example enumerated as an example, user type is that picture classification mode corresponding to young man includes landscape group, personage
Each picture group such as group, cute pet group, self-timer group;User type is that picture classification mode corresponding to the elderly includes wind
Each picture group such as scape group, personage's group, household size.
When mobile terminal classifies to picture type object, protected according to determining user type and mobile terminal
Each picture included by the picture type for each picture deposited according to the determining corresponding picture classification mode of user type
Picture group carries out group classification.For example, when user type is young man, according to each picture stored in mobile terminal
Each picture is carried out group according to each picture group such as landscape group, personage's group, cute pet group, self-timer group by picture type
Do not classify.
The scheme that the present embodiment proposes obtains various types corresponding to the user type after determining user type
The object classification mode of object, then according to the object classification mode of various types object, respectively to various types of objects into
The classification of row group, namely realize according to user type while classifying to a plurality of types of objects of mobile terminal, without
The classification of one type object of a type object is needed, therefore, while improving object classification flexibility, is also improved pair
As the efficiency of classification.
Further, as shown in figure 9, proposing object classification method 3rd embodiment of the present invention.Object classification method third
The difference of embodiment and object classification method first embodiment and second embodiment is, in object classification method 3rd embodiment
In, after the step S30, further comprise the steps of:
Step S40, after object is carried out group classification manually by user, by the object and the corresponding group being classified into
Row associated record;
Step S50, according to the object and group of associated record, based on machine learning algorithm to the user type pair
The object classification mode answered carries out group classification based training, to be updated to the corresponding object classification mode of the user type.
In order to improve the interactivity of user, in the present embodiment, user can also carry out group classification to object manually.Example
Such as, it still by taking object picture as an example, can not be identified when the picture type that can not determine certain pictures, such as using picture separator
When the picture type of certain pictures, it can first be ranged for the time being in a default group, then by user manually in default group
Each picture carry out group classification, for example it is classified to landscape group, personage's group, cute pet group, self-timer group respectively
In, or new group is still further set, by picture classification into new group.
User manually by object carry out group classification after, mobile terminal by the object of user's manual classification with it is corresponding classify
Group extremely is associated record.Then, the group corresponding according to the object of associated record, and classify automatically
Object and corresponding group, crawl the corresponding object data of all objects based on machine learning algorithm, parse operation, with
Group classification based training is carried out to the corresponding object classification mode of the user type, thus to the corresponding object classification of the user type
Mode is updated.For example, mobile terminal is grouped according to the web page interlinkage of user setting by taking web page interlinkage as an example, and automatic
The web page interlinkage group of setting is classified, and is crawled to all corresponding link data of web page interlinkage, parses operation, to this
The corresponding web page interlinkage classification mode of user type carries out group classification based training, thus to the corresponding web page interlinkage of the user type
Classification mode is updated.
Further, in this embodiment being further comprised the steps of: before the step S30
Step d shows the object classification mode of acquisition corresponding mode confirmation interface, so that user is based on the mould
Formula confirms interface execution pattern confirmation operation;
Step e executes the step S30 when receiving the mode confirmation operation.
In order to further increase the interactivity of user, in the present embodiment, when mobile terminal is according to determining user type,
After obtaining the corresponding object classification mode of the user type, mobile terminal shows the object classification mode in current display interface
Corresponding mode confirms interface, for example, showing the corresponding object group of the object classification mode and mode on the surface
Confirm control.After user checks that mode confirms interface, you can learn that each object can will classify under the object classification mode
Group extremely.When user agrees to this object classification mode, user can put blow mode confirmation control, execution pattern confirmation behaviour
Make.When mobile terminal receives the mode confirmation operation of user, can will be deposited in mobile terminal according to the object classification mode
The each object of storage carries out group classification.
For example, as shown in fig. 7, mobile terminal is shown in current display interface when classifying to picture type object
The corresponding mode of picture classification mode confirms interface, for example, showing the corresponding picture of picture classification mode on the surface
Group and mode confirm control.After user checks that mode confirms interface, you can learn that under the picture classification mode,
The picture group that each object can will be classified to.When user agrees to this object classification mode, user can put blow mode confirmation control
Part, execution pattern confirmation operation.When receiving the mode confirmation operation of user, mobile terminal according to the picture classification mode,
The each picture stored in mobile terminal is subjected to group classification.
Object can be carried out group classification manually by the scheme that the present embodiment proposes, user, and mobile terminal is according to user hand
The object classification of dynamic setting, carries out machine learning, executes the group classification based training of object, with to current object classification mode into
Row updates, to improve the accuracy of object classification.
It should be noted that, in this document, the terms "include", "comprise" or its any other variant are intended to non-row
His property includes, so that the process, method, article or the device that include a series of elements not only include those elements, and
And further include other elements that are not explicitly listed, or further include for this process, method, article or device institute it is intrinsic
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including being somebody's turn to do
There is also other identical elements in the process, method of element, article or device.
The serial number of the above embodiments of the invention is only for description, does not represent the advantages or disadvantages of the embodiments.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can be realized by means of software and necessary general hardware platform, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical solution of the present invention substantially in other words does the prior art
The part contributed out can be embodied in the form of software products, which is stored in a storage medium
In (such as ROM/RAM, magnetic disk, CD), including some instructions are used so that a terminal device (can be mobile phone, computer, clothes
Business device or the network equipment etc.) execute method described in each embodiment of the present invention.
The above is only a preferred embodiment of the present invention, is not intended to limit the scope of the invention, all to utilize this hair
Equivalent structure or equivalent flow shift made by bright specification and accompanying drawing content is applied directly or indirectly in other relevant skills
Art field, is included within the scope of the present invention.
Claims (8)
1. a kind of object classification device, which is characterized in that the object classification device includes:
Determining module determines the corresponding user type of the user for the user information according to mobile terminal user;
Module is obtained, for inquiring pair of preset user type Yu object classification mode according to the determining user type
It should be related to, obtain the corresponding object classification mode of the user type, wherein corresponding with object classification mode in user type
In relationship, different user types corresponds to different object classification modes;
Processing module, for the object classification mode according to acquisition, by each object stored in the mobile terminal into
The classification of row group;
Logging modle is used for after object is carried out group classification manually by user, by the object and the corresponding group being classified to
It is associated record;
Study module, for the object and group according to associated record, based on machine learning algorithm to the user type
Corresponding object classification mode carries out group classification based training, to carry out more to the corresponding object classification mode of the user type
Newly.
2. object classification device as described in claim 1, which is characterized in that the acquisition module, for according to determining institute
User type is stated, inquires the corresponding relationship of the object classification mode of preset user type and various types object, described in acquisition
The object classification mode of the corresponding various types object of user type, wherein the type of object includes picture, web page interlinkage and text
Part;
The processing module, for the object classification mode of the various types object according to acquisition, respectively by the movement
The various types object stored in terminal carries out group classification.
3. object classification device as claimed in claim 2, which is characterized in that when the type of object is picture, the processing
Module is used for:
According to the picture type of each picture stored in the mobile terminal, by each picture according to the user type
The picture group that corresponding picture classification mode is included carries out group classification, wherein the corresponding picture of different user types
The picture group that classification mode is included is different.
4. object classification device as described in any one of claims 1-3, which is characterized in that the processing module includes:
Display unit, for showing the object classification mode corresponding mode confirmation interface obtained, so that user is based on institute
State mode confirmation interface execution pattern confirmation operation;
Processing unit, will be described according to the object classification mode of acquisition for when receiving the mode confirmation operation
The each object stored in mobile terminal carries out group classification.
5. a kind of object classification method, which is characterized in that the object classification method comprising steps of
According to the user information of mobile terminal user, the corresponding user type of the user is determined;
According to the determining user type, the corresponding relationship of preset user type Yu object classification mode is inquired, obtains institute
State the corresponding object classification mode of user type, wherein different in the corresponding relationship of user type and object classification mode
User type corresponds to different object classification modes;
According to the object classification mode of acquisition, each object stored in the mobile terminal is subjected to group classification;
After object is carried out group classification manually by user, the object is associated record with the corresponding group being classified to;
According to the object and group of associated record, based on machine learning algorithm to the corresponding object classification of the user type
Mode carries out group classification based training, to be updated to the corresponding object classification mode of the user type.
6. object classification method as claimed in claim 5, which is characterized in that it is described according to the determining user type, it looks into
The corresponding relationship for asking preset user type Yu object classification mode obtains the corresponding object classification mode of the user type
Step includes:
According to the determining user type, pair of the object classification mode of preset user type and various types object is inquired
It should be related to, obtain the object classification mode of the corresponding various types object of the user type, wherein the type of object includes figure
Piece, web page interlinkage and file;
The object classification mode according to acquisition, the step of each object that the mobile terminal stores is classified
Include:
It is various types of by what is stored in the mobile terminal respectively according to the object classification mode of the various types object of acquisition
Type object carries out group classification.
7. object classification method as claimed in claim 6, which is characterized in that object type be picture when, it is described according to
Obtain the object classification mode, by each object stored in the mobile terminal carry out group classification the step of include:
According to the picture type of each picture stored in the mobile terminal, by each picture according to the user type
The picture group that corresponding picture classification mode is included carries out group classification, wherein the corresponding picture of different user types
The picture group that classification mode is included is different.
8. such as the described in any item object classification methods of claim 5-7, which is characterized in that the object according to acquisition
Classification mode, before the step of each object stored in the mobile terminal progress group classification, further includes:
It shows that the corresponding mode of the object classification mode obtained confirms interface, confirms interface so that user is based on the mode
Execution pattern confirmation operation;
When receiving the mode confirmation operation, the object classification mode according to acquisition is executed, by the movement
The each object stored in terminal carries out the step of group classification.
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CN105245683A (en) * | 2014-06-13 | 2016-01-13 | 中兴通讯股份有限公司 | Method and device for adaptively displaying applications of terminal |
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CN103167132A (en) * | 2012-08-14 | 2013-06-19 | 深圳市金立通信设备有限公司 | Intelligentized mobile phone photo management system and method |
CN105245683A (en) * | 2014-06-13 | 2016-01-13 | 中兴通讯股份有限公司 | Method and device for adaptively displaying applications of terminal |
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