CN105100269A - Mobile terminal and content recommending method based on different users - Google Patents
Mobile terminal and content recommending method based on different users Download PDFInfo
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- CN105100269A CN105100269A CN201510535466.6A CN201510535466A CN105100269A CN 105100269 A CN105100269 A CN 105100269A CN 201510535466 A CN201510535466 A CN 201510535466A CN 105100269 A CN105100269 A CN 105100269A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/50—Network services
- H04L67/55—Push-based network services
Abstract
The invention discloses a mobile terminal and a content recommending method based on different users. The method comprises: pre-acquiring the identity information of each user and distributing corresponding information storage space to each user in a database; recording in real time the content viewing information of each user and adding the content viewing information to a corresponding position in the database; with regard to each user, statistically analyzing the preference and the use habit of the user according to the corresponding information recorded in the database, and then accordingly, making a content recommending policy suitable for the user and storing the content recommending policy at the corresponding position in the database; and obtaining and identifying the identity information of the current user, extracting the content recommending policy information corresponding to the current user, and then accordingly, recommending contents to the current user. The content recommending method based on the different users is capable of recommending contents to each user separately according to the preferences and the use habits of different users, and therefore, the success rate of recommendation can be greatly increased; with regard to each user, one set of content recommending policy is adopted to meet the requirements of different users.
Description
Technical field
The present invention relates to communication technical field, particularly relate to mobile terminal and the content recommendation method based on different user.
Background technology
The development of information technology greatly improves the convenience of people's obtaining information.No matter that the information opening of magnanimity is freely consulted to user by the Ge great portal website of the Internet, e-commerce system or the mode of the various resource sharing systems by enterprises.
Current amount of information day by day huge, adds heavy property and complexity that user obtains effective information to a great extent.How according to the behavior of user's accessed document on network, analyze user's reading interest and retrieve effective information to be supplied to user be an important problem in information retrieval.For this reason, there is now corresponding solution: when user uses mobile phone at every turn, recorded its various custom and hobby setting, and can user helped intelligently to recommend related content according to these record mobile phones.But this recommend method can not be treated with a certain discrimination different user, commending contents effectively accurately will be obtained when multiple user applies same mobile terminal.
Summary of the invention
Main purpose of the present invention is to propose a kind of mobile terminal and the content recommendation method based on different user, automatically can identify different user and the content meeting its custom to active user's intelligent recommendation, like, promote the experience of user.
For achieving the above object, the invention provides a kind of mobile terminal, comprising:
Identity recognizing unit, for gathering and identifying the identity information of user;
Database Unit, for distributing corresponding information storage space respectively for each user, to deposit the relevant information of multiple user;
Information recording unit, the content for each user of real time record is checked information and is added into correspondence position in database;
Statistical analysis unit, for according to the recorded information in database, the hobby of each user of statistical analysis and use habit, make the commending contents strategy being applicable to each user accordingly respectively, be stored in correspondence position in database;
Commending contents unit, for carrying out commending contents according to the commending contents strategy of its correspondence respectively to different user.
Preferably, described identity recognizing unit be specially for gather and identify the finger print information of user fingerprint identification unit, for gathering and identifying the face identification unit of the facial image of user, or for the identity information input unit of name/code word information of obtaining user.
The content recommendation method based on different user of mobile terminal described above, comprises step:
Gather the identity information of each user in advance, distribute corresponding information storage space respectively for each user in a database;
The content of each user of real time record is checked information and is added into correspondence position in database;
For each user, according to recorded information corresponding in database, statistical analysis its hobby and use habit, make the commending contents strategy that is applicable to this user accordingly, be stored in correspondence position in database;
Obtain and identify the identity information of active user, extracting the commending contents policy information of its correspondence, by this, commending contents is carried out to active user.
Preferably, described identity information can be: name, code name, fingerprint, image.
Preferably, for each user, the content information of checking recorded comprises: the type of Current Content, check the time, check place.
Preferably, described for each user, its content of real time record checks that the method for information is specially:
Obtain the identity information of active user, check in database whether have corresponding identity information, if nothing, then adding this subscriber identity information at database is also its assignment information memory space;
The content of real time record active user checks information, and is added the correspondence position be saved in database.
Preferably, the method also comprises: every preset time period, and for each user, according to the recorded information that it is up-to-date, its hobby and use habit of statistical analysis, makes new commending contents strategy accordingly again.
Preferably, described commending contents strategy comprises time-based commending contents mode, commending contents mode based on place.
Preferably, in the method, if described identity information is name, code name, then by gathering text event detection acquisition of information;
If described identity information is finger print information, then gathers by fingerprint identification technology and identify;
Preferably, in the method, if described identity information is image, then can photographic images identify facial image wherein by human face detection tech.
The present invention has following beneficial effect:
The present invention according to the hobby of different user and use habit, for each user carries out commending contents respectively, can improve the success rate of recommendation greatly; For each user, employing be a set of commending contents strategy, and be not only fixing several content of recommendation, greatly improve Consumer's Experience, meet the demand of various different user.
Accompanying drawing explanation
Fig. 1 is the hardware configuration schematic diagram of the mobile terminal realizing each embodiment of the present invention;
Fig. 2 is the wireless communication system schematic diagram of mobile terminal as shown in Figure 1;
The structural representation of the mobile terminal that Fig. 3 provides for the embodiment of the present invention one;
The content recommendation method flow chart based on different user that Fig. 4 provides for the embodiment of the present invention two;
The user access information record interface schematic diagram that Fig. 5 provides for the embodiment of the present invention two;
The commending contents strategy interface schematic diagram that Fig. 6 provides for the embodiment of the present invention two;
The realization of the object of the invention, functional characteristics and advantage will in conjunction with the embodiments, are described further with reference to accompanying drawing.
Embodiment
Should be appreciated that specific embodiment described herein only in order to explain the present invention, be not intended to limit the present invention.
The mobile terminal realizing each embodiment of the present invention is described referring now to accompanying drawing.In follow-up description, use the suffix of such as " module ", " parts " or " unit " for representing element only in order to be conducive to explanation of the present invention, itself is specific meaning not.Therefore, " module " and " parts " can mixedly use.
Mobile terminal can be implemented in a variety of manners.Such as, the terminal described in the present invention can comprise the such as mobile terminal of mobile phone, smart phone, notebook computer, digit broadcasting receiver, PDA (personal digital assistant), PAD (panel computer), PMP (portable media player), guider etc. and the fixed terminal of such as digital TV, desktop computer etc.Below, suppose that terminal is mobile terminal.But it will be appreciated by those skilled in the art that except the element except being used in particular for mobile object, structure according to the embodiment of the present invention also can be applied to the terminal of fixed type.
Fig. 1 is the hardware configuration schematic diagram of the mobile terminal realizing each embodiment of the present invention.
Mobile terminal 100 can comprise wireless communication unit 110, A/V (audio/video) input unit 120, user input unit 130, sensing cell 140, output unit 150, memory 160, interface unit 170, controller 180 and power subsystem 190 etc.Fig. 1 shows the mobile terminal with various assembly, it should be understood that, does not require to implement all assemblies illustrated.Can alternatively implement more or less assembly.Will be discussed in more detail below the element of mobile terminal.
Wireless communication unit 110 generally includes one or more assembly, and it allows the radio communication between mobile terminal 100 and wireless communication system or network.Such as, wireless communication unit can comprise at least one in broadcast reception module 111, mobile communication module 112, wireless Internet module 113, short range communication module 114 and positional information module 115.
Broadcast reception module 111 via broadcast channel from external broadcasting management server receiving broadcast signal and/or broadcast related information.Broadcast channel can comprise satellite channel and/or terrestrial channel.Broadcast management server can be generate and send the server of broadcast singal and/or broadcast related information or the broadcast singal generated before receiving and/or broadcast related information and send it to the server of terminal.Broadcast singal can comprise TV broadcast singal, radio signals, data broadcasting signal etc.And broadcast singal may further include the broadcast singal combined with TV or radio signals.Broadcast related information also can provide via mobile communications network, and in this case, broadcast related information can be received by mobile communication module 112.Broadcast singal can exist in a variety of manners, such as, it can exist with the form of the electronic service guidebooks (ESG) of the electronic program guides of DMB (DMB) (EPG), digital video broadcast-handheld (DVB-H) etc.Broadcast reception module 111 can by using the broadcast of various types of broadcast system Received signal strength.Especially, broadcast reception module 111 can by using such as multimedia broadcasting-ground (DMB-T), DMB-satellite (DMB-S), digital video broadcasting-hand-held (DVB-H), forward link media (MediaFLO
) the digit broadcasting system receiving digital broadcast of Radio Data System, received terrestrial digital broadcasting integrated service (ISDB-T) etc.Broadcast reception module 111 can be constructed to be applicable to providing the various broadcast system of broadcast singal and above-mentioned digit broadcasting system.The broadcast singal received via broadcast reception module 111 and/or broadcast related information can be stored in memory 160 (or storage medium of other type).
Radio signal is sent at least one in base station (such as, access point, Node B etc.), exterior terminal and server and/or receives radio signals from it by mobile communication module 112.Various types of data that such radio signal can comprise voice call signal, video calling signal or send according to text and/or Multimedia Message and/or receive.
Wireless Internet module 113 supports the Wi-Fi (Wireless Internet Access) of mobile terminal.This module can be inner or be externally couple to terminal.Wi-Fi (Wireless Internet Access) technology involved by this module can comprise WLAN (WLAN) (Wi-Fi), Wibro (WiMAX), Wimax (worldwide interoperability for microwave access), HSDPA (high-speed downlink packet access) etc.
Short range communication module 114 is the modules for supporting junction service.Some examples of short-range communication technology comprise bluetooth
tM, radio-frequency (RF) identification (RFID), Infrared Data Association (IrDA), ultra broadband (UWB), purple honeybee
tMetc..
Positional information module 115 is the modules of positional information for checking or obtain mobile terminal.The typical case of positional information module is GPS (global positioning system).According to current technology, GPS module 115 calculates from the range information of three or more satellite and correct time information and for the Information application triangulation calculated, thus calculates three-dimensional current location information according to longitude, latitude and pin-point accuracy.Current, the method for calculating location and temporal information uses three satellites and by the error of the position that uses an other satellite correction calculation to go out and temporal information.In addition, GPS module 115 can carry out computational speed information by Continuous plus current location information in real time.
A/V input unit 120 is for audio reception or vision signal.A/V input unit 120 can comprise camera 121 and microphone 1220, and the view data of camera 121 to the static images obtained by image capture apparatus in Video Capture pattern or image capture mode or video processes.Picture frame after process may be displayed on display unit 151.Picture frame after camera 121 processes can be stored in memory 160 (or other storage medium) or via wireless communication unit 110 and send, and can provide two or more cameras 1210 according to the structure of mobile terminal.Such acoustic processing can via microphones sound (voice data) in telephone calling model, logging mode, speech recognition mode etc. operational mode, and can be voice data by microphone 122.Audio frequency (voice) data after process can be converted to the formatted output that can be sent to mobile communication base station via mobile communication module 112 when telephone calling model.Microphone 122 can be implemented various types of noise and eliminate (or suppress) algorithm and receiving and sending to eliminate (or suppression) noise or interference that produce in the process of audio signal.
User input unit 130 can generate key input data to control the various operations of mobile terminal according to the order of user's input.User input unit 130 allows user to input various types of information, and keyboard, the young sheet of pot, touch pad (such as, detecting the touch-sensitive assembly of the change of the resistance, pressure, electric capacity etc. that cause owing to being touched), roller, rocking bar etc. can be comprised.Especially, when touch pad is superimposed upon on display unit 151 as a layer, touch-screen can be formed.
Sensing cell 140 detects the current state of mobile terminal 100, (such as, mobile terminal 100 open or close state), the position of mobile terminal 100, user for mobile terminal 100 contact (namely, touch input) presence or absence, the orientation of mobile terminal 100, the acceleration or deceleration of mobile terminal 100 move and direction etc., and generate order or the signal of the operation for controlling mobile terminal 100.Such as, when mobile terminal 100 is embodied as sliding-type mobile phone, sensing cell 140 can sense this sliding-type phone and open or close.In addition, whether whether sensing cell 140 can detect power subsystem 190 provides electric power or interface unit 170 to couple with external device (ED).Sensing cell 140 can comprise proximity transducer 1410 and will be described this in conjunction with touch-screen below.
Interface unit 170 is used as at least one external device (ED) and is connected the interface that can pass through with mobile terminal 100.Such as, external device (ED) can comprise wired or wireless head-band earphone port, external power source (or battery charger) port, wired or wireless FPDP, memory card port, for connecting the port, audio frequency I/O (I/O) port, video i/o port, ear port etc. of the device with identification module.Identification module can be that storage uses the various information of mobile terminal 100 for authentication of users and can comprise subscriber identification module (UIM), client identification module (SIM), Universal Subscriber identification module (USIM) etc.In addition, the device (hereinafter referred to " recognition device ") with identification module can take the form of smart card, and therefore, recognition device can be connected with mobile terminal 100 via port or other jockey.Interface unit 170 may be used for receive from external device (ED) input (such as, data message, electric power etc.) and the input received be transferred to the one or more element in mobile terminal 100 or may be used for transmitting data between mobile terminal and external device (ED).
In addition, when mobile terminal 100 is connected with external base, interface unit 170 can be used as to allow by it electric power to be provided to the path of mobile terminal 100 from base or can be used as the path that allows to be transferred to mobile terminal by it from the various command signals of base input.The various command signal inputted from base or electric power can be used as and identify whether mobile terminal is arranged on the signal base exactly.Output unit 150 is constructed to provide output signal (such as, audio signal, vision signal, alarm signal, vibration signal etc.) with vision, audio frequency and/or tactile manner.Output unit 150 can comprise display unit 151, dio Output Modules 152, alarm unit 153 etc.
Display unit 151 may be displayed on the information of process in mobile terminal 100.Such as, when mobile terminal 100 is in telephone calling model, display unit 151 can show with call or other communicate (such as, text messaging, multimedia file are downloaded etc.) be correlated with user interface (UI) or graphic user interface (GUI).When mobile terminal 100 is in video calling pattern or image capture mode, display unit 151 can the image of display capture and/or the image of reception, UI or GUI that video or image and correlation function are shown etc.
Meanwhile, when display unit 151 and touch pad as a layer superposed on one another to form touch-screen time, display unit 151 can be used as input unit and output device.Display unit 151 can comprise at least one in liquid crystal display (LCD), thin-film transistor LCD (TFT-LCD), Organic Light Emitting Diode (OLED) display, flexible display, three-dimensional (3D) display etc.Some in these displays can be constructed to transparence and watch from outside to allow user, and this can be called transparent display, and typical transparent display can be such as TOLED (transparent organic light emitting diode) display etc.According to the specific execution mode wanted, mobile terminal 100 can comprise two or more display units (or other display unit), such as, mobile terminal can comprise 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 and inputs area.
When dio Output Modules 152 can be under the isotypes such as call signal receiving mode, call mode, logging mode, speech recognition mode, broadcast reception mode at mobile terminal, voice data convert audio signals that is that wireless communication unit 110 is received or that store in memory 160 and exporting as sound.And dio Output Modules 152 can provide the audio frequency relevant to the specific function that mobile terminal 100 performs to export (such as, call signal receives sound, message sink sound etc.).Dio Output Modules 152 can comprise loud speaker, buzzer etc.
Alarm unit 153 can provide and export that event informed to mobile terminal 100.Typical event can comprise calling reception, message sink, key signals input, touch input etc.Except audio or video exports, alarm unit 153 can provide in a different manner and export with the generation of notification event.Such as, alarm unit 153 can provide output with the form of vibration, when receive calling, message or some other enter communication (incomingcommunication) time, alarm unit 153 can provide sense of touch to export (that is, vibrating) to notify to user.By providing such sense of touch to export, even if when the mobile phone of user is in the pocket of user, user also can identify the generation of various event.Alarm unit 153 also can provide the output of the generation of notification event via display unit 151 or dio Output Modules 152.
Memory 160 software program that can store process and the control operation performed by controller 180 etc., or temporarily can store oneself through exporting the data (such as, telephone directory, message, still image, video etc.) that maybe will export.And, memory 160 can store about when touch be applied to touch-screen time the vibration of various modes that exports and the data of audio signal.
Memory 160 can comprise the storage medium of at least one type, described storage medium comprises flash memory, hard disk, multimedia card, card-type memory (such as, SD or DX memory etc.), random access storage device (RAM), static random-access memory (SRAM), read-only memory (ROM), Electrically Erasable Read Only Memory (EEPROM), programmable read only memory (PROM), magnetic storage, disk, CD etc.And mobile terminal 100 can be connected the memory function of execute store 160 network storage device with by network cooperates.
Controller 180 controls the overall operation of mobile terminal usually.Such as, controller 180 performs the control relevant to voice call, data communication, video calling etc. and process.In addition, controller 180 can comprise the multi-media module 1810 for reproducing (or playback) multi-medium data, and multi-media module 1810 can be configured in controller 180, or can be configured to be separated with controller 180.Controller 180 can pattern recognition process, is identified as character or image so that input is drawn in the handwriting input performed on the touchscreen or picture.
Power subsystem 190 receives external power or internal power and provides each element of operation and the suitable electric power needed for assembly under the control of controller 180.
Various execution mode described herein can to use such as computer software, the computer-readable medium of hardware or its any combination implements.For hardware implementation, execution mode described herein can by using application-specific IC (ASIC), digital signal processor (DSP), digital signal processing device (DSPD), programmable logic device (PLD), field programmable gate array (FPGA), processor, controller, microcontroller, microprocessor, being designed at least one performed in the electronic unit of function described herein and implementing, in some cases, such execution mode can be implemented in controller 180.For implement software, the execution mode of such as process or function can be implemented with allowing the independent software module performing at least one function or operation.Software code can be implemented by the software application (or program) write with any suitable programming language, and software code can be stored in memory 160 and to be performed by controller 180.
So far, oneself is through the mobile terminal according to its functional description.Below, for the sake of brevity, by the slide type mobile terminal that describes in various types of mobile terminals of such as folded form, board-type, oscillating-type, slide type mobile terminal etc. exemplarily.Therefore, the present invention can be applied to the mobile terminal of any type, and is not limited to slide type mobile terminal.
Mobile terminal 100 as shown in Figure 1 can be constructed to utilize and send the such as wired and wireless communication system of data via frame or grouping and satellite-based communication system operates.
Describe wherein according to the communication system that mobile terminal of the present invention can operate referring now to Fig. 2.
Such communication system can use different air interfaces and/or physical layer.Such as, the air interface used by communication system comprises such as frequency division multiple access (FDMA), time division multiple access (TDMA), code division multiple access (CDMA) and universal mobile telecommunications system (UMTS) (especially, Long Term Evolution (LTE)), global system for mobile communications (GSM) etc.As non-limiting example, description below relates to cdma communication system, but such instruction is equally applicable to the system of other type.
With reference to figure 2, cdma wireless communication system can comprise multiple mobile terminal 100, multiple base station (BS) 270, base station controller (BSC) 275 and mobile switching centre (MSC) 280.MSC280 is constructed to form interface with Public Switched Telephony Network (PSTN) 290.MSC280 is also constructed to form interface with the BSC275 that can be couple to base station 270 via back haul link.Back haul link can construct according to any one in some interfaces that oneself knows, described interface comprises such as E1/T1, ATM, IP, PPP, frame relay, HDSL, ADSL or xDSL.Will be appreciated that system as shown in Figure 2 can comprise multiple BSC2750.
Each BS270 can serve one or more subregion (or region), by multidirectional antenna or point to specific direction each subregion of antenna cover radially away from BS270.Or each subregion can by two or more antenna covers for diversity reception.Each BS270 can be constructed to support multiple parallel compensate, and each parallel compensate has specific frequency spectrum (such as, 1.25MHz, 5MHz etc.).
Subregion can be called as CDMA Channel with intersecting of parallel compensate.BS270 also can be called as base station transceiver subsystem (BTS) or other equivalent terms.Under these circumstances, term " base station " may be used for broadly representing single BSC275 and at least one BS270.Base station also can be called as " cellular station ".Or each subregion of particular B S270 can be called as multiple cellular station.
As shown in Figure 2, broadcast singal is sent to the mobile terminal 100 at operate within systems by broadcsting transmitter (BT) 295.Broadcast reception module 111 as shown in Figure 1 is arranged on mobile terminal 100 and sentences the broadcast singal receiving and sent by BT295.In fig. 2, several global positioning system (GPS) satellite 300 is shown.Satellite 300 helps at least one in the multiple mobile terminal 100 in location.
In fig. 2, depict multiple satellite 300, but understand, the satellite of any number can be utilized to obtain useful locating information.GPS module 115 as shown in Figure 1 is constructed to coordinate to obtain the locating information wanted with satellite 300 usually.Substitute GPS tracking technique or outside GPS tracking technique, can use can other technology of position of tracking mobile terminal.In addition, at least one gps satellite 300 optionally or extraly can process satellite dmb transmission.
As a typical operation of wireless communication system, BS270 receives the reverse link signal from various mobile terminal 100.Mobile terminal 100 participates in call usually, information receiving and transmitting communicates with other type.Each reverse link signal that certain base station 270 receives is processed by particular B S270.The data obtained are forwarded to relevant BSC275.BSC provides call Resourse Distribute and comprises the mobile management function of coordination of the soft switching process between BS270.The data received also are routed to MSC280 by BSC275, and it is provided for the extra route service forming interface with PSTN290.Similarly, PSTN290 and MSC280 forms interface, and MSC and BSC275 forms interface, and BSC275 correspondingly control BS270 so that forward link signals is sent to mobile terminal 100.
Based on above-mentioned mobile terminal hardware configuration and communication system, each embodiment of the present invention is proposed.
Embodiment one
As shown in Figure 3, the mobile terminal 300 in the present embodiment one comprises following functions unit:
Identity recognizing unit 310, for gathering and identifying the identity information of active user, identity information can be: address name, code name, finger print information, for distinguishing different user; For finger print information, gather by fingerprint identification unit and identify; For other identity informations, this identity recognizing unit can obtain according to the input content of user.
Database Unit 320, for distributing corresponding information storage space respectively for each user, to deposit the relevant information of multiple user.
Information recording unit 330, the content for each user of real time record is checked information and is added into correspondence position in database; The content information of checking recorded includes but not limited to following several: the type of Current Content, check the time, check place etc., and these information provide very large help by analyzing for later effective recommendation.
Statistical analysis unit 340, for according to the recorded information in database, the hobby of each user of statistical analysis and use habit, make the commending contents strategy being applicable to each user accordingly respectively, be stored in correspondence position in database.
Commending contents unit 350, for carrying out commending contents according to the commending contents strategy of its correspondence respectively to different user.
Be different from traditional mobile terminal, the mobile terminal 300 in the present embodiment according to the hobby of different user and use habit, for each user carries out commending contents respectively, can improve the success rate of recommendation greatly.
In addition, for the content recommendation of each user, neither simple several dissimilar content alternately recommend, but a set of commending contents strategy, such as, be: at morning hours to the commending contents strategy of user A, content recommendation is news etc.; Afternoon hours, content recommendation is music etc.; In the number attribution period, content recommendation is automobile etc.; In the non-number ownership place period, content recommendation is weather etc.
Embodiment two
As shown in Figure 4, propose a kind of content recommendation method based on different user in the present embodiment two, comprise the following steps:
Step 401, gather the identity information of each user in advance, distribute corresponding information storage space respectively for each user in a database.
Particularly, identity information can be: name, code name, fingerprint, image or other information, and this identity information is used in subsequent step as the foundation distinguishing different user.
If identity information is name, code name or other textural information, then can provide input frame or drop-down selectionbar on a terminal screen, obtain its identity information by the input of user or selection information.
If identity information is finger print information, then gather by fingerprint identification technology and identify, the fingerprint identification technology on current mobile phone terminal is ripe, repeats no more herein, directly applies.
If identity information is image, then the initial time of active user application terminal can open front-facing camera photographic images, then identify facial image wherein by human face detection tech, stored record is the identity information of active user.
Step 402, in terminal applies process, the content of each user of real time record is checked information and is added into correspondence position in database.
In this step, for each user, the content information of checking recorded includes but not limited to following several: the type of Current Content, check the time, check place etc., as shown in Figure 5.These information provide very large help by analyzing for later effective recommendation.Be understandable that, for each user, its authority by terminal operation its data can be authorized; And for having the user of data base administration authority, the authority of its total data by recording in terminal operation database can be authorized.
Particularly, for each user, its content of real time record checks that the method for information is:
Obtain the identity information of active user, check in database whether have corresponding identity information, if nothing, then adding this subscriber identity information at database is also its assignment information memory space;
The content of real time record active user checks information, and is added the correspondence position be saved in database.
Along with long information accumulation, will form huge data message in database, wherein classify according to different user, each user has detailed complete recorded information, has established sturdy basis for realizing reliable recommendations.
Step 403, for each user, according to recorded information corresponding in database, the hobby of statistical analysis active user and use habit, make the commending contents strategy that is applicable to this user accordingly, be stored in correspondence position in database, as shown in Figure 6.
Owing to including the time, type, place etc. of user's viewing content in recorded information, thus hobby and the custom of user are reflected largely.
Such as: in recorded information, have recorded user A often in the morning 8 time open news application and check news, user B often in the morning 8 time open music application and listen song.The use habit of these information responses user A and B is to check application morning 8, and the application type of hobby is news and music respectively.
So, a time-based commending contents strategy can be made for user A and B: in morning time section, recommend news application to user A, recommend music application to user B.
Be understandable that, for each user, its authority by terminal operation own content Generalization bounds can be authorized, to obtain more intimate service; And for having the user of data base administration authority, the authority of its commending contents strategy by recording in terminal operation database can be authorized.
Step 404, obtain and identify the identity information of active user, and this identity information is mated with the identity information stored in database.
Step 405, when finding in database the identity information having and mate with active user, extracting the commending contents policy information of its correspondence, by this, commending contents being carried out to active user.
Certainly, when user operates at every turn, while carrying out commending contents to it, also need to record its current content and check information, be added in database, change commending contents strategy to facilitate in time when the hobby of user and use habit change, promote the experience of user.
In said method, different commending contents strategies is taken for different user, meets the demand of each user side, improve Consumer's Experience.
Back and forth it should be noted that, in this article, term " comprises ", " comprising " or its any other variant are intended to contain comprising of nonexcludability, thus make to comprise the process of a series of key element, method, article or device and not only comprise those key elements, but also comprise other key elements clearly do not listed, or also comprise by the intrinsic key element of this process, method, article or device.When not more restrictions, the key element limited by statement " comprising ... ", and be not precluded within process, method, article or the device comprising this key element and also there is other identical element.
The invention described above embodiment sequence number, just to describing, does not represent the quality of embodiment.
Through the above description of the embodiments, those skilled in the art can be well understood to the mode that above-described embodiment method can add required general hardware platform by software and realize, hardware can certainly be passed through, but in a lot of situation, the former is better execution mode.Based on such understanding, technical scheme of the present invention can embody with the form of software product the part that prior art contributes in essence in other words, this computer software product is stored in a storage medium (as ROM/RAM, magnetic disc, CD), comprising some instructions in order to make a station terminal equipment (can be mobile phone, computer, server, air conditioner, or the network equipment etc.) perform method described in each embodiment of the present invention.
These are only the preferred embodiments of the present invention; not thereby the scope of the claims of the present invention is limited; every utilize specification of the present invention and accompanying drawing content to do equivalent structure or equivalent flow process conversion; or be directly or indirectly used in other relevant technical fields, be all in like manner included in scope of patent protection of the present invention.
Claims (10)
1. a mobile terminal, is characterized in that, this terminal comprises:
Identity recognizing unit, for gathering and identifying the identity information of user;
Database Unit, for distributing corresponding information storage space respectively for each user, to deposit the relevant information of multiple user;
Information recording unit, the content for each user of real time record is checked information and is added into correspondence position in database;
Statistical analysis unit, for according to the recorded information in database, the hobby of each user of statistical analysis and use habit, make the commending contents strategy being applicable to each user accordingly respectively, be stored in correspondence position in database;
Commending contents unit, for carrying out commending contents according to the commending contents strategy of its correspondence respectively to different user.
2. mobile terminal as claimed in claim 1, it is characterized in that, described identity recognizing unit be specially for gather and identify the finger print information of user fingerprint identification unit, for gathering and identifying the face identification unit of the facial image of user, or for the identity information input unit of name/code word information of obtaining user.
3. the content recommendation method based on different user of mobile terminal as claimed in claim 1 or 2, it is characterized in that, the method comprising the steps of:
Gather the identity information of each user in advance, distribute corresponding information storage space respectively for each user in a database;
The content of each user of real time record is checked information and is added into correspondence position in database;
For each user, according to recorded information corresponding in database, statistical analysis its hobby and use habit, make the commending contents strategy that is applicable to this user accordingly, be stored in correspondence position in database;
Obtain and identify the identity information of active user, extracting the commending contents policy information of its correspondence, by this, commending contents is carried out to active user.
4., as claimed in claim 3 based on the content recommendation method of different user, it is characterized in that, described identity information can be: name, code name, fingerprint, image.
5. as claimed in claim 3 based on the content recommendation method of different user, it is characterized in that, for each user, the content information of checking recorded comprises: the type of Current Content, check the time, check place.
6., as claimed in claim 3 based on the content recommendation method of different user, it is characterized in that, described for each user, its content of real time record checks that the method for information is specially:
Obtain the identity information of active user, check in database whether have corresponding identity information, if nothing, then adding this subscriber identity information at database is also its assignment information memory space;
The content of real time record active user checks information, and is added the correspondence position be saved in database.
7., as claimed in claim 3 based on the content recommendation method of different user, it is characterized in that, the method also comprises: every preset time period, for each user, according to the recorded information that it is up-to-date, its hobby and use habit of statistical analysis, makes new commending contents strategy accordingly again.
8. as claimed in claim 3 based on the content recommendation method of different user, it is characterized in that, described commending contents strategy comprises time-based commending contents mode, commending contents mode based on place.
9. as claimed in claim 4 based on the content recommendation method of different user, it is characterized in that, in the method, if described identity information is name, code name, then by gathering text event detection acquisition of information;
If described identity information is finger print information, then gathers by fingerprint identification technology and identify.
10., as claimed in claim 3 based on the content recommendation method of different user, it is characterized in that, in the method, if described identity information is image, then can photographic images identify facial image wherein by human face detection tech.
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