CN106101170A - A kind of recommendation method and device of application - Google Patents
A kind of recommendation method and device of application Download PDFInfo
- Publication number
- CN106101170A CN106101170A CN201610341581.4A CN201610341581A CN106101170A CN 106101170 A CN106101170 A CN 106101170A CN 201610341581 A CN201610341581 A CN 201610341581A CN 106101170 A CN106101170 A CN 106101170A
- Authority
- CN
- China
- Prior art keywords
- recommendation list
- application
- user
- information
- recommendation
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
Classifications
-
- 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
- H04L67/51—Discovery or management thereof, e.g. service location protocol [SLP] or web services
-
- 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
- G06F16/957—Browsing optimisation, e.g. caching or content distillation
- G06F16/9577—Optimising the visualization of content, e.g. distillation of HTML documents
Abstract
The invention discloses the recommendation method and device of a kind of application.The method, including: obtaining the multidate information of user's current time, described multidate information at least includes following any one or a combination thereof: described user is in the primary importance information residing for described current time and the temporal information of described current time；According to described multidate information, first recommendation list is updated, in order to obtain described first recommendation list after renewal as the second recommendation list, described first recommendation list is acquired before being included in described current time, for recommending the list of application of described user；According to described second recommendation list, recommend the application of described second recommendation list to described user.Achieve and update recommendation list dynamically, such that it is able to real-time, recommend application to user accurately.
Description
Technical field
The present invention relates to communication technical field, the recommendation method and device of a kind of application.
Background technology
Along with the development of development of Mobile Internet technology, network or mobile terminal can recommend various application to user.
In prior art, first network or mobile terminal can be collected the history of user and use information, and this history uses letter
Breath can be the conventional application of user, then, uses data mining technology to use information to process those history, obtains and use
The off-line interest model at family, followed by, obtain the recommendation list of corresponding application according to interest model, then, to user one by one
Recommend the application in this recommendation list.
But, the present inventor finds during realizing above-mentioned prior art, sets up interest mould in prior art
Type is off-line interest model, i.e. static interest model, thus cannot carry out building of interest model according to the current scene of user
Stand or update, and then causing to recommend application to user accurately.
Summary of the invention
In order to solve above-mentioned technical problem, the invention provides the recommendation method and device of a kind of application, in order to solve nothing
The problem that method recommends application to user accurately.
In order to reach the object of the invention, the invention provides a kind of recommendation method of application, including:
Obtaining the multidate information of user's current time, described multidate information at least includes following any one or a combination thereof:
Described user is in the primary importance information residing for described current time and the temporal information of described current time；
According to described multidate information, the first recommendation list is updated, recommends in order to described first after obtaining renewal
List is as the second recommendation list, and described first recommendation list is acquired before being included in described current time, is used for recommending
List of application to described user；
According to described second recommendation list, recommend the application of described second recommendation list to described user.
Alternatively, described according to described multidate information, the first recommendation list is updated, in order to obtain the institute after renewal
State the first recommendation list as the second recommendation list before, also include:
According to described primary importance information and second position information, determine that described user occurs change in location, described
Second position information includes that the described user place time exceedes the position of preset duration.
Alternatively, described according to described multidate information, the first recommendation list is updated, in order to obtain the institute after renewal
State the first recommendation list as the second recommendation list, including:
According to described multidate information, application each in described first recommendation list is carried out prioritization, in order to the row of acquisition
Described first recommendation list after sequence is as described second recommendation list；Or
According to described multidate information, increase and new apply in described first recommendation list, increase new application in order to obtain
After described first recommendation list as the second recommendation list.
Alternatively, described recommend the application of described second recommendation list to described user according to described second recommendation list,
Including:
According to described second recommendation list, according to the priority of application each in described second recommendation list, successively to described
User recommends the application of described second recommendation list.
Alternatively, before the described multidate information obtaining user's current time, also include:
Use the duration of application according to described user, determine described first recommendation list.
Present invention also offers the recommendation apparatus of a kind of application, including:
Acquisition module, with the multidate information of acquisition user's current time, described multidate information at least includes following any one
Item or a combination thereof: described user believed in the time of the primary importance information residing for described current time and described current time
Breath；
More new module, for according to described multidate information, is updated the first recommendation list, after obtaining renewal
Described first recommendation list obtains before being included in described current time as the second recommendation list, described first recommendation list
, for recommending the list of application of described user；
Recommending module, for according to described second recommendation list, recommending answering of described second recommendation list to described user
With.
Alternatively, module is also comprised determining that；
Described determine module, for according to described primary importance information and second position information, determine described user
Change in location occurs, and described second position information includes that the described user place time exceedes the position of preset duration.
Alternatively, described more new module, specifically for according to described multidate information, respectively should in described first recommendation list
With carrying out prioritization, in order to obtain described first recommendation list after sequence as described second recommendation list；Or, root
According to described multidate information, increase and new apply in described first recommendation list, in order to obtain described the after increasing new application
One recommendation list is as the second recommendation list.
Alternatively, described recommending module, specifically for according to described second recommendation list, according to described second recommendation list
In the priority of each application, recommend the application of described second recommendation list successively to described user.
Alternatively, described determine module, be additionally operable to use according to described user the duration of application, determine that described first recommends
List.Compared with prior art, the recommendation method and device of the application that the present invention provides, including: obtain user's current time
Multidate information, described multidate information at least includes following any one or a combination thereof: described user is residing for described current time
Primary importance information and the temporal information of described current time；According to described multidate information, the first recommendation list is carried out
Updating, in order to obtain the second recommendation list after renewal, described first recommendation list obtains before being included in described current time
, for recommending the list of application of described user；According to described second recommendation list, recommend described second to described user
The application of recommendation list.Achieve and update recommendation list dynamically, such that it is able to real-time, recommend application to user accurately.
Accompanying drawing explanation
Accompanying drawing is used for providing being further appreciated by technical solution of the present invention, and constitutes a part for description, with this
The embodiment of application is used for explaining technical scheme together, is not intended that the restriction to technical solution of the present invention.
Fig. 1 is an optional hardware configuration signal of the mobile terminal realizing each embodiment of the present invention；
Fig. 2 is the structural representation realizing communication system of the present invention；
Fig. 3 is the schematic flow sheet of recommendation method one embodiment that the present invention applies；
Fig. 4 is the schematic flow sheet of recommendation method two embodiment that the present invention applies；
Fig. 5 is the structural representation of recommendation apparatus one embodiment that the present invention applies；
Fig. 6 is the structural representation of recommendation apparatus two embodiment that the present invention applies.
Detailed description of the invention
Should be appreciated that specific embodiment described herein, only in order to explain the present invention, is 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
For representing the suffix explanation only for the beneficially present invention of such as " module ", " parts " or " unit " of element, itself
Not specific meaning.Therefore, " module " can mixedly use with " parts ".
Mobile terminal can be implemented in a variety of manners.Such as, the terminal described in the present invention can include such as moving
Phone, smart phone, notebook computer, digit broadcasting receiver, PDA (personal digital assistant), PAD (panel computer), PMP
The mobile terminal of (portable media player), guider etc. and consolidating of such as numeral TV, desk computer etc.
Determine terminal.Hereinafter it is assumed that terminal is mobile terminal.However, it will be understood by those skilled in the art that, mobile except being used in particular for
Outside the element of purpose, structure according to the embodiment of the present invention can also apply to the terminal of fixed type.
Fig. 1 is an optional hardware configuration signal of the mobile terminal realizing each embodiment of the present invention.
Mobile terminal 100 can include wireless communication unit 110, A/V (audio/video) input block 120, user's input
Unit 130, sensing unit 140, output unit 150, memorizer 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 be not required for implementing all groups illustrated
Part.Can alternatively implement more or less of 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 mobile terminal 100 and wireless communication system
Or the radio communication between network.Such as, wireless communication unit can include mobile communication module 112, wireless Internet mould
At least one in block 113, short range communication module 114 and positional information module 115.
Mobile communication module 112 sends radio signals to base station (such as, access point, node B etc.), exterior terminal
And in server at least one and/or receive from it radio signal.Such radio signal can include that voice leads to
Words signal, video calling signal or the various types of data sending according to text and/or Multimedia Message and/or receiving.
Wireless Internet module 113 supports the Wi-Fi (Wireless Internet Access) of mobile terminal.This module can be internally or externally
It is couple to terminal.Wi-Fi (Wireless Internet Access) technology involved by this module can include 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 module for supporting junction service.Some examples of short-range communication technology include indigo plant
ToothTM, RF identification (RFID), Infrared Data Association (IrDA), ultra broadband (UWB), purple honeybeeTMEtc..
Positional information module 115 is the module of positional information for checking or obtain mobile terminal.Positional information module
Typical case be GPS (global positioning system).According to current technology, GPS module 115 calculates from three or more satellites
Range information and correct time information and for the Information application triangulation calculated, thus according to longitude, latitude
Highly accurately calculate three-dimensional current location information.Currently, the method use three being used for calculating position and temporal information is defended
Star and by using the position and the error of temporal information that other satellite correction calculates.Additionally, GPS module 115
Velocity information can be calculated by Continuous plus current location information in real time.
A/V input block 120 is used for receiving audio or video signal.A/V input block 120 can include camera 121 He
Mike 1220, the camera 121 static map to being obtained by image capture apparatus in Video Capture pattern or image capture mode
The view data of sheet or video processes.Picture frame after process may be displayed on display unit 151.At camera 121
Picture frame after reason can be stored in memorizer 160 (or other storage medium) or carry out via wireless communication unit 110
Send, two or more cameras 1210 can be provided according to the structure of mobile terminal.Mike 122 can be at telephone relation mould
Formula, logging mode, speech recognition mode etc. operational mode receives sound (voice data) via mike, and can be by
Such acoustic processing is voice data.Audio frequency (voice) data after process can be changed in the case of telephone calling model
For can be sent to the form output of mobile communication base station via mobile communication module 112.Mike 122 can implement all kinds
Noise eliminate (or suppression) algorithm with the noise eliminating (or suppression) and producing during receiving and send audio signal or
Person disturbs.
User input unit 130 can generate key input data to control each of mobile terminal according to the order of user's input
Plant operation.User input unit 130 allows user to input various types of information, and can include keyboard, metal dome, touch
Plate (such as, detection due to touched and cause resistance, pressure, the sensitive component of change of electric capacity etc.), roller, rocking bar etc.
Deng.Especially, when touch pad is superimposed upon on display unit 151 as a layer, touch screen can be formed.
Sensing unit 140 detects the current state of mobile terminal 100, (such as, mobile terminal 100 open or close shape
State), the position of mobile terminal 100, user is for the presence or absence of contact (that is, touch input) of mobile terminal 100, mobile terminal
Orientation, the acceleration or deceleration of mobile terminal 100 of 100 move and direction etc., and generate for controlling mobile terminal 100
The order of operation or signal.Such as, when mobile terminal 100 is embodied as sliding-type mobile phone, sensing unit 140 can sense
This sliding-type phone opens or cuts out.It addition, sensing unit 140 can detect power subsystem 190 whether provide electric power or
Whether person's interface unit 170 couples with external device (ED).Sensing unit 140 can include that proximity transducer 1410 will combine below
This is described by touch screen.
Interface unit 170 is used as at least one external device (ED) and is connected, with mobile terminal 100, the interface that can pass through.Such as,
External device (ED) can include wired or wireless head-band earphone port, external power source (or battery charger) port, wired or nothing
Line FPDP, memory card port, for connect have the port of device of identification module, audio frequency input/output (I/O) end
Mouth, video i/o port, ear port etc..Identification module can be that storage is for verifying that user uses each of mobile terminal 100
Kind of information and subscriber identification module (UIM), client identification module (SIM), Universal Subscriber identification module (USIM) can be included
Etc..It addition, the device (hereinafter referred to as " identifying device ") with identification module can be to take the form of smart card, therefore, know
Other device can be connected with mobile terminal 100 via port or other attachment means.Interface unit 170 may be used for receive from
The input (such as, data message, electric power etc.) of external device (ED) and the input received is transferred in mobile terminal 100
One or more elements or may be used between mobile terminal and external device (ED) transmit data.
It addition, when mobile terminal 100 is connected with external base, interface unit 170 can serve as allowing electricity by it
Power provides the path of mobile terminal 100 from base or can serve as allowing from the various command signals of base input by it
It is transferred to the path of mobile terminal.May serve as identifying that mobile terminal is from various command signals or the electric power of base input
The no signal being accurately fitted within base.Output unit 150 is configured to provide defeated with vision, audio frequency and/or tactile manner
Go out signal (such as, audio signal, video signal, alarm signal, vibration signal etc.).
Output unit 150 can include display unit 151, dio Output Modules 152 etc..
Display unit 151 may be displayed on the information processed in mobile terminal 100.Such as, it is in electricity when mobile terminal 100
During words call mode, display unit 151 can show and call or other (such as, text messaging, multimedia file that communicate
Download etc.) relevant user interface (UI) or graphic user interface (GUI).When mobile terminal 100 is in video calling pattern
Or during image capture mode, display unit 151 can show image and/or the image of reception of capture, illustrate video or figure
UI or GUI of picture and correlation function etc..
Meanwhile, when display unit 151 and touch pad the most superposed on one another with formed touch screen time, display unit
151 can serve as input equipment and output device.Display unit 151 can 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
A kind of.Some in these display may be constructed such that transparence is watched from outside with permission user, and this is properly termed as transparent
Display, typical transparent display can for example, TOLED (transparent organic light emitting diode) display etc..According to specific
The embodiment wanted, mobile terminal 100 can include two or more display units (or other display device), such as, move
Dynamic terminal can include outernal display unit (not shown) and inner display unit (not shown).Touch screen can be used for detection and touches
Input pressure and touch input position and touch input area.
Dio Output Modules 152 can mobile terminal be in call signal receive pattern, call mode, logging mode,
Time under the isotype such as speech recognition mode, broadcast reception mode, that wireless communication unit 110 is received or at memorizer 160
The voice data transducing audio signal of middle storage and be output as sound.And, dio Output Modules 152 can provide with mobile
The audio frequency output (such as, call signal receives sound, message sink sound etc.) that the specific function that terminal 100 performs is relevant.
Dio Output Modules 152 can include speaker, buzzer etc..
Memorizer 160 can store the process performed by controller 180 and the software program controlling operation etc., or can
Temporarily to store the data (such as, telephone directory, message, still image, video etc.) that oneself maybe will export through output.And
And, memorizer 160 can with storage about when touch be applied to touch screen time the vibration of various modes of output and audio signal
Data.
Memorizer 160 can include that the storage medium of at least one type, described storage medium include flash memory, hard disk, many
Media card, card-type memorizer (such as, SD or DX memorizer etc.), random access storage device (RAM), static random-access store
Device (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 execution memorizer with by network
The network storage device cooperation of the storage function of 160.
Controller 180 generally controls the overall operation of mobile terminal.Such as, controller 180 performs and voice call, data
Control that communication, video calling etc. are relevant and process.It addition, controller 180 can include for reproducing (or playback) many matchmakers
The multi-media module 1810 of volume data, multi-media module 1810 can construct in controller 180, or it is so structured that with control
Device 180 processed separates.Controller 180 can perform pattern recognition process, with the handwriting input that will perform on the touchscreen or figure
Sheet is drawn input and is identified as character or image.
Power subsystem 190 receives external power or internal power under the control of controller 180 and provides operation each unit
Suitable electric power needed for part and assembly.
Various embodiment described herein can be to use such as computer software, hardware or its any combination of calculating
Machine computer-readable recording medium is implemented.Implementing for hardware, embodiment described herein can be by using application-specific IC
(ASIC), digital signal processor (DSP), digital signal processing device (DSPD), programmable logic device (PLD), scene can
Program gate array (FPGA), processor, controller, microcontroller, microprocessor, be designed to perform function described herein
At least one in electronic unit is implemented, and in some cases, such embodiment can be implemented in controller 180.
Software is implemented, the embodiment of such as process or function can with allow to perform the single of at least one function or operation
Software module is implemented.Software code can be come by the software application (or program) write with any suitable programming language
Implementing, software code can be stored in memorizer 160 and be performed by controller 180.
So far, oneself is through describing mobile terminal according to its function.Below, for the sake of brevity, will describe such as folded form,
Slide type mobile terminal in various types of mobile terminals of board-type, oscillating-type, slide type mobile terminal etc. is as showing
Example.Therefore, the present invention can be applied to any kind of mobile terminal, and is not limited to slide type mobile terminal.
As shown in Figure 1 mobile terminal 100 may be constructed such that utilize via frame or packet transmission data all if any
Line and wireless communication system and satellite-based communication system operate.
Fig. 2 is the structural representation realizing communication system of the present invention.Describe wherein according to the shifting of the present invention referring now to Fig. 2
The communication system that dynamic terminal is operable to.
Such communication system can use different air interfaces and/or physical layer.Such as, communication system use
Air interface includes such as frequency division multiple access (FDMA), time division multiple acess (TDMA), CDMA (CDMA) and universal mobile communications system
System (UMTS) (especially, Long Term Evolution (LTE)), global system for mobile communications (GSM) etc..As non-limiting example, under
The description in face relates to cdma communication system, but such teaching is equally applicable to other type of system.
With reference to Fig. 2, cdma wireless communication system can include multiple mobile terminal 100, multiple base station (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 and the BSC275 formation interface that can be couple to base station 270 via back haul link.
If back haul link can construct according to any one in the interface that Ganji knows, described interface includes such as E1/T1, ATM, IP,
PPP, frame relay, HDSL, ADSL or xDSL.It will be appreciated that system as shown in Figure 2 can include multiple BSC2750.
Each BS270 can service one or more subregion (or region), by multidirectional antenna or the sky of sensing specific direction
Each subregion that line covers is radially away from BS270.Or, each subregion can be by for two or more of diversity reception
Antenna covers.Each BS270 may be constructed such that support multiple frequencies distribution, and the distribution of each frequency has specific frequency spectrum
(such as, 1.25MHz, 5MHz etc.).
Intersecting that subregion and frequency are distributed can be referred to as CDMA Channel.BS270 can also be referred to as base station transceiver
System (BTS) or other equivalent terms.In this case, term " base station " may be used for broadly representing single
BSC275 and at least one BS270.Base station can also be referred to as " cellular station ".Or, each subregion of specific BS270 can be claimed
For multiple cellular stations.
In fig. 2 it is shown that several global positioning systems (GPS) satellite 300.Satellite 300 helps location multiple mobile whole
At least one in end 100.
In fig. 2, depict multiple satellite 300, it is understood that be, it is possible to use any number of satellite obtain useful
Location information.As shown in Figure 1 positional information module 115 is generally configured to coordinate with satellite 300 and wants to obtain
Location information.Substitute GPS tracking technique or outside GPS tracking technique, it is possible to use the position of mobile terminal can be followed the tracks of
Other technology.It addition, at least one gps satellite 300 can optionally or additionally process satellite dmb transmission.
As a typical operation of wireless communication system, BS270 receives the reverse link from various mobile terminals 100
Signal.Mobile terminal 100 generally participates in call, information receiving and transmitting communicates with other type of.Certain base station 270 receive each instead
Processed in specific BS270 to link signal.The data obtained are forwarded to the BSC275 being correlated with.BSC provides call
Resource distribution and the mobile management function of the coordination of soft switching process included between BS270.The number that BSC275 also will receive
According to being routed to MSC280, it provides the extra route service for forming interface with PSTN290.Similarly, PSTN290 with
MSC280 forms interface, MSC Yu BSC275 forms interface, and BSC275 correspondingly controls BS270 with by forward link signals
It 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.
The recommendation method of the application that the embodiment of the present invention provides specifically can apply to network or mobile terminal pushes away to user
When recommending application.The recommendation method of the application that the present embodiment provides specifically can be performed by the recommendation apparatus of application, this application
Recommendation apparatus can be integrated in setting in the terminal, network measurement equipment, or be separately provided, wherein, pushing away of this application
Recommend device to realize in the way of using software and/or hardware.Below to the present embodiment provide application recommendation method and
Device is described in detail.
Fig. 3 is the schematic flow sheet of recommendation method one embodiment that the present invention applies, as it is shown on figure 3, the holding of the present embodiment
Row main body is the recommendation apparatus of application, the recommendation method of this application, including:
Step 301, the multidate information of acquisition user's current time.
In the present embodiment, described multidate information at least includes following any one or a combination thereof: described user is described
Primary importance information residing for current time and the temporal information of described current time.
For example, primary importance information can be user's information in the concrete place residing for current time, e.g., and certain
The information in city or the information in park, market etc., or, primary importance information includes permanent residence and the unusual guard station of this user,
Wherein, permanent residence can be the positional information that user did not changed within half a year to one year, very guard station can be except resident
Ground is Anywhere.
The most for example, temporal information can include following any one or a combination thereof: working day, day off, daytime, or
Person, evening.
Step 302, according to described multidate information, the first recommendation list is updated, described in obtaining after renewal
First recommendation list is as the second recommendation list.
Described first recommendation list in the present embodiment includes: acquired before described current time, is used for recommending
List of application to described user.
In the present embodiment, for according to described multidate information, the first recommendation list being updated, in order to obtain renewal
After described first recommendation list as the second recommendation list, at least include following three kinds of embodiments:
The first embodiment, includes under the scene of temporal information of current time at described multidate information, can basis
Temporal information, carries out prioritization by application each in described first recommendation list, pushes away in order to described first after obtaining sequence
Recommend list as the second recommendation list, namely by described first recommendation list after sequence as the second recommendation list.Citing
From the point of view of, determining that temporal information is evening, during such as 19:00-00:00, the first recommendation list can will entertained class application sequence
In prostatitis.Or, determining that temporal information is daytime, during such as 9:00-18:00, class of handling official business can answered in the first recommendation list
With sequence in prostatitis.Or, on working day, such as Mon-Fri, the demand of user is probably a little office class APP and (notepad, reads
Reading, Teambition etc.), weekend (Saturday is to Sunday), the demand of user be probably some amusement classes application (video, music) or
Being tourism (cattle etc. on the way), the sequence that can this type of be applied is in the prostatitis of the first recommendation list.
The second embodiment, described multidate information includes that user is in the primary importance information residing for described current time
Under scene, can determine that described user occurs change in location, institute according to described primary importance information and second position information
State second position information and include that the described user place time exceedes the position of preset duration, then, according to described multidate information, increase
Add and new apply in described first recommendation list, in order to obtain described first recommendation list after increasing new application as second
Recommendation list, namely using described first recommendation list after application new for increase as the second recommendation list, or, by described
In first recommendation list, each application carries out prioritization, in order to obtain described first recommendation list after sequence as described the
Two recommendation list, namely using described first recommendation list after sequence as the second recommendation list.For example, use is being determined
The current location at family is not the position being typically located, it can be determined that this user is in state of out playing, and then, recommends first
List shoots class application or the application of tourism route class is sorted in prostatitis, or, should if the first recommendation list does not shoot class
With or during the application of tourism route class, the application of new shooting class can be increased or tourism route class is applied and recommended row described first
Table, described first recommendation list after increasing new application pushes away as the second recommendation list or by described first after sequence
Recommend list as the second recommendation list.
The third embodiment, described multidate information include user the primary importance information residing for described current time,
And under the scene of the temporal information of described current time, can first according to primary importance information, the first recommendation list be carried out
Update, then, according to the temporal information of current time, the first recommendation list is updated, wherein, the first recommendation list is entered
Row renewal can include, according to described multidate information, application each in described first recommendation list being carried out prioritization, in order to
Obtain described first recommendation list after sequence as described second recommendation list；Or, according to described multidate information, increase new
Apply in described first recommendation list, recommend as second in order to obtain described first recommendation list after increasing new application
List.
Step 303, according to described second recommendation list, recommend the application of described second recommendation list to described user.
In an embodiment, obtaining the multidate information of user's current time, described multidate information at least includes following any one
Item or a combination thereof: described user believed in the time of the primary importance information residing for described current time and described current time
Breath；According to described multidate information, the first recommendation list is updated, makees in order to described first recommendation list after obtaining renewal
Being the second recommendation list, described first recommendation list is acquired before being included in described current time, is used for recommending described
The list of application of user；According to described second recommendation list, recommend the application of described second recommendation list to described user.Realize
Dynamic renewal recommendation list, such that it is able to real-time, recommend application to user accurately.
Fig. 4 is the schematic flow sheet of recommendation method two embodiment that the present invention applies, as shown in Figure 4, holding of the present embodiment
Row main body is the recommendation apparatus of application, the recommendation method of this application, including:
Step 401, the multidate information of acquisition user's current time.
In the present embodiment, described multidate information at least includes following any one or a combination thereof: described user is described
Primary importance information residing for current time and the temporal information of described current time.
Step 402, according to described primary importance information and second position information, determine that described user occurs position to become
Change.
In the present embodiment, described second position information includes that the described user place time exceedes the position of preset duration.
Concrete, primary importance information indication region and second position information indication region not when a regional extent,
It is believed that there is change in location in user, say, that user is in different area pattern.
For example, user can be divided into two classes, i.e. one class user and two class users, wherein, the permanent residence of a class user
Being basically unchanged, such user has fixing permanent residence, is presently in when geographical position changes it is believed that such user is in
Different area pattern, is presently in geographical position when being permanent residence, it is believed that such user is in local mode.Two class users' is resident
Ground often change, when such user geographical position changes, it is believed that such user is in different area pattern.
Step 403, there is the temporal information of change in location and current time according to described user, by the first recommendation list
It is updated, in order to obtain described first recommendation list after renewal as the second recommendation list.
In the present embodiment, described first recommendation list is acquired before being included in described current time, is used for recommending
List of application to described user；And the duration of application is used according to described user, determine described first recommendation list, obtain institute
Stating user uses the duration of application to exceed the application of preset duration, and when using the duration of application to exceed default according to described user
Long application forms described first recommendation list.
For example, for a class user, determine that position changes, and when being not currently in permanent residence, it may be determined that
For different area pattern, thus in recommendation list, increase weather, travelling class APP, or weight for weather, travelling class APP want
Corresponding increase.Or for two class users, determine when position changes, it may be determined that for working state of going on business, thus pushing away
Recommending in list, increasing weather, office class APP, or the weight for weather, office class APP to increase accordingly.
Alternatively, it is also possible to according to temporal information, the first recommendation list is updated.
Alternatively, according to primary importance information, after the first recommendation list is updated, it is also possible to including:
According to the temporal information of current time, the first recommendation list is updated.
For example, under the scene of different area pattern: the temporal information determining current time is daytime, such as 6:00-19:
00, it is believed that user is in active mode, under this pattern, user interest concentrates on local trip instrument, route, scenic spot etc.,
Now the weight of such tool-class APP should improve accordingly.The temporal information of current time is evening, such as 19:00-00:00, can recognize
Being in rest mode for user, under this pattern, user interest may be travelled in the process of photo and stroke planning on the same day, now
Picture processing class, the weight of GT grand touring APP should improve.
Step 404, according to described second recommendation list, recommend the application of described second recommendation list to described user.
Concrete, according to described second recommendation list, according to the priority of application each in described second recommendation list, successively
The application of described second recommendation list is recommended to described user.
In an embodiment, it is achieved that update recommendation list dynamically, such that it is able to real-time, recommending to user accurately should
With.
Fig. 5 is the structural representation of recommendation apparatus one embodiment that the present invention applies, as it is shown in figure 5, the present embodiment provides
The recommendation apparatus of application, including acquisition module 51, more new module 52 and recommending module 53.Wherein,
Acquisition module 51, with obtain user's current time multidate information, described multidate information at least include following arbitrarily
One or a combination thereof: described user is in the primary importance information residing for described current time and the time of described current time
Information；
More new module 52, for according to described multidate information, is updated the first recommendation list, after obtaining renewal
Described first recommendation list obtain before being included in described current time as the second recommendation list, described first recommendation list
, for recommending the list of application of described user；
Recommending module 53, for according to described second recommendation list, recommends described second recommendation list to described user
Application.
In an embodiment, obtaining the multidate information of user's current time, described multidate information at least includes following any one
Item or a combination thereof: described user believed in the time of the primary importance information residing for described current time and described current time
Breath；According to described multidate information, the first recommendation list is updated, makees in order to described first recommendation list after obtaining renewal
Being the second recommendation list, described first recommendation list is acquired before being included in described current time, is used for recommending described
The list of application of user；According to described second recommendation list, recommend the application of described second recommendation list to described user.Realize
Dynamic renewal recommendation list, such that it is able to real-time, recommend application to user accurately.
Fig. 6 is the structural representation of recommendation apparatus two embodiment that the present invention applies, as shown in Figure 6, pushing away of described application
The difference recommended between device two embodiment and an embodiment is, the recommendation apparatus of described application can also comprise determining that module
54；
Described determine module 54, for according to described primary importance information and second position information, determine described use
There is change in location in family, described second position information includes that the described user place time exceedes the position of preset duration.
Alternatively, described more new module 52, specifically for according to described multidate information, by each in described first recommendation list
Application carries out prioritization, in order to obtain described first recommendation list after sequence as described second recommendation list；Or,
According to described multidate information, increase and new apply in described first recommendation list, described in obtaining and increasing after new application
First recommendation list is as the second recommendation list.
Alternatively, described recommending module 53, specifically for according to described second recommendation list, recommending row according to described second
In table, the priority of each application, recommends the application of described second recommendation list successively to described user.
Alternatively, described determine module 54, be additionally operable to use according to described user the duration of application, determine that described first pushes away
Recommend list.
In an embodiment, it is achieved that update recommendation list dynamically, such that it is able to real-time, recommending to user accurately should
With.
It should be noted that in this article, term " includes ", " comprising " or its any other variant are intended to non-row
Comprising of his property, so that include that the process of a series of key element, method, article or device not only include those key elements, and
And also include other key elements being not expressly set out, or also include intrinsic for this process, method, article or device
Key element.In the case of there is no more restriction, statement " including ... " key element limited, it is not excluded that including this
The process of key element, method, article or device there is also other identical element.
The invention described above embodiment sequence number, just to describing, does not represent the quality of embodiment.
Although the embodiment that disclosed herein is as above, but described content only readily appreciates that the present invention uses
Embodiment, is not limited to the present invention.Technical staff in any art of the present invention, is being taken off without departing from the present invention
On the premise of the spirit and scope of dew, any amendment and change can be carried out in the form implemented and details, but the present invention
Scope of patent protection, still must be defined in the range of standard with appending claims.
Claims (10)
1. the recommendation method of an application, it is characterised in that including:
Obtaining the multidate information of user's current time, described multidate information at least includes following any one or a combination thereof: described
User is in the primary importance information residing for described current time and the temporal information of described current time；
According to described multidate information, the first recommendation list is updated, in order to obtain described first recommendation list after renewal
As the second recommendation list, described first recommendation list is acquired before being included in described current time, is used for recommending institute
State the list of application of user；
According to described second recommendation list, recommend the application of described second recommendation list to described user.
Method the most according to claim 1, it is characterised in that described according to described multidate information, by the first recommendation list
Be updated, in order to obtain described first recommendation list after renewal as the second recommendation list before, also include:
According to described primary importance information and second position information, determine that described user occurs change in location, described second
Positional information includes that the described user place time exceedes the position of preset duration.
Method the most according to claim 1 and 2, it is characterised in that described according to described multidate information, recommends row by first
Table is updated, in order to obtain described first recommendation list after renewal as the second recommendation list, including:
According to described multidate information, application each in described first recommendation list is carried out prioritization, after obtaining sequence
Described first recommendation list as described second recommendation list；Or
According to described multidate information, increase and new apply in described first recommendation list, after obtaining and increasing new application
Described first recommendation list is as the second recommendation list.
Method the most according to claim 3, it is characterised in that described according to described second recommendation list, to described user
Recommend the application of described second recommendation list, including:
According to described second recommendation list, according to the priority of application each in described second recommendation list, successively to described user
Recommend the application of described second recommendation list.
Method the most according to claim 4, it is characterised in that before the multidate information of described acquisition user's current time,
Also include:
Use the duration of application according to described user, determine described first recommendation list.
6. the recommendation apparatus of an application, it is characterised in that including:
Acquisition module, with obtain user's current time multidate information, described multidate information at least include following any one or
A combination thereof: described user is in the primary importance information residing for described current time and the temporal information of described current time；
More new module, for according to described multidate information, is updated the first recommendation list, described in obtaining after renewal
First recommendation list is as the second recommendation list, and described first recommendation list is acquired before being included in described current time,
For recommending the list of application of described user；
Recommending module, for according to described second recommendation list, recommends the application of described second recommendation list to described user.
Device the most according to claim 6, it is characterised in that also comprise determining that module；
Described determine module, for according to described primary importance information and second position information, determine that described user occurs
Change in location, described second position information includes that the described user place time exceedes the position of preset duration.
8. according to the device described in claim 6 or 7, it is characterised in that described more new module, specifically for according to described dynamically
Information, carries out prioritization by application each in described first recommendation list, recommends row in order to described first after obtaining sequence
Table is as described second recommendation list；Or, according to described multidate information, increase and new apply in described first recommendation list,
In order to obtain described first recommendation list after increasing new application as the second recommendation list.
Device the most according to claim 8, it is characterised in that described recommending module, specifically for pushing away according to described second
Recommend list, according to the priority of application each in described second recommendation list, recommend described second to recommend row to described user successively
The application of table.
Device the most according to claim 9, it is characterised in that described determine module, is additionally operable to use according to described user
The duration of application, determines described first recommendation list.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610341581.4A CN106101170A (en) | 2016-05-20 | 2016-05-20 | A kind of recommendation method and device of application |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610341581.4A CN106101170A (en) | 2016-05-20 | 2016-05-20 | A kind of recommendation method and device of application |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN106101170A true CN106101170A (en) | 2016-11-09 |
Family
ID=57230087
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201610341581.4A Pending CN106101170A (en) | 2016-05-20 | 2016-05-20 | A kind of recommendation method and device of application |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN106101170A (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106776840A (en) * | 2016-11-25 | 2017-05-31 | 飞驰镁物（北京）信息服务有限公司 | The recommendation methods, devices and systems of media content |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102694846A (en) * | 2012-05-03 | 2012-09-26 | 华为技术有限公司 | Method, device and system for recommending application program |
| CN103617543A (en) * | 2013-11-25 | 2014-03-05 | 百度在线网络技术（北京）有限公司 | Recommendation method and device of application programs |
| CN103870126A (en) * | 2014-03-27 | 2014-06-18 | 上海斐讯数据通信技术有限公司 | Method and mobile terminal for intelligently recommending application program |
| CN105227445A (en) * | 2015-10-23 | 2016-01-06 | 中国联合网络通信集团有限公司 | Platform is recommended in application recommend method and application |
-
2016
- 2016-05-20 CN CN201610341581.4A patent/CN106101170A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102694846A (en) * | 2012-05-03 | 2012-09-26 | 华为技术有限公司 | Method, device and system for recommending application program |
| CN103617543A (en) * | 2013-11-25 | 2014-03-05 | 百度在线网络技术（北京）有限公司 | Recommendation method and device of application programs |
| CN103870126A (en) * | 2014-03-27 | 2014-06-18 | 上海斐讯数据通信技术有限公司 | Method and mobile terminal for intelligently recommending application program |
| CN105227445A (en) * | 2015-10-23 | 2016-01-06 | 中国联合网络通信集团有限公司 | Platform is recommended in application recommend method and application |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN106776840A (en) * | 2016-11-25 | 2017-05-31 | 飞驰镁物（北京）信息服务有限公司 | The recommendation methods, devices and systems of media content |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN106502693B (en) | A kind of image display method and device | |
| CN102281348A (en) | Method for guiding route using augmented reality and mobile terminal using the same | |
| CN106155694A (en) | A kind of application and the display packing and device applied of attending to anything else | |
| CN106155695A (en) | The removing control device and method of background application | |
| CN106506858B (en) | Star orbital prediction technique and device | |
| CN105430258B (en) | A kind of method and apparatus of self-timer group photo | |
| CN104951229B (en) | Screenshot method and device | |
| CN106250081A (en) | A kind of display packing based on double screen terminal and device | |
| CN106028090A (en) | Mobile terminal and video recording method thereof | |
| CN105242483B (en) | The method and apparatus that a kind of method and apparatus for realizing focusing, realization are taken pictures | |
| CN106130981A (en) | The self-defined device and method of digital label of augmented reality equipment | |
| CN106899958A (en) | A kind of information download apparatus and method | |
| CN106100968A (en) | A kind of information sharing method and terminal | |
| CN106791149A (en) | A kind of method of mobile terminal and control screen | |
| CN106303044A (en) | A kind of mobile terminal and the acquisition method to coke number | |
| CN106484534A (en) | Control method for the mobile terminal of displaying and control device | |
| CN106657643A (en) | Mobile terminal and communication session display method | |
| CN106101459A (en) | Alarm clock management method, device and terminal | |
| CN106227454B (en) | A kind of touch trajectory detection system and method | |
| CN106648505A (en) | Mobile terminal control method and mobile terminal | |
| CN106550133A (en) | Calling identification device and method | |
| CN106254783A (en) | Moving object image pickup method and device | |
| CN105721757A (en) | Device and method for adjusting photographing parameters | |
| CN105208279B (en) | A kind of parfocal method and apparatus in school | |
| CN106101170A (en) | A kind of recommendation method and device of application |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20161109 |
|
| RJ01 | Rejection of invention patent application after publication |