CN108255382A - A kind of suspension menu content recommends method and device - Google Patents
A kind of suspension menu content recommends method and device Download PDFInfo
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- CN108255382A CN108255382A CN201711244453.9A CN201711244453A CN108255382A CN 108255382 A CN108255382 A CN 108255382A CN 201711244453 A CN201711244453 A CN 201711244453A CN 108255382 A CN108255382 A CN 108255382A
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- Prior art keywords
- intended application
- application
- user
- behavior data
- suspension menu
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/048—Interaction techniques based on graphical user interfaces [GUI]
- G06F3/0481—Interaction techniques based on graphical user interfaces [GUI] based on specific properties of the displayed interaction object or a metaphor-based environment, e.g. interaction with desktop elements like windows or icons, or assisted by a cursor's changing behaviour or appearance
- G06F3/0482—Interaction with lists of selectable items, e.g. menus
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—Arrangements for executing specific programs
- G06F9/445—Program loading or initiating
- G06F9/44521—Dynamic linking or loading; Link editing at or after load time, e.g. Java class loading
Abstract
The present invention provides a kind of suspension menu contents to recommend method and device, and this method includes：Obtain history usage behavior data of the user in the mobile terminal in preset time；According to the history usage behavior data, the intended application of the corresponding user is determined；When the mobile terminal enters suspension menu, the display location that the intended application is loaded onto to the suspension menu is shown.The intended application that the embodiment of the present invention can be obtained according to the history usage behavior data of user, and it is shown, the specific content of intended application is constantly adjusted according to different user, different demands, realize the way of recommendation of " user is looked in application ", relative to " user looks for application " pattern of the prior art, can greatly meet the needs of different user.
Description
Technical field
The present invention relates to moving communicating fields, recommend method and device more particularly to a kind of suspension menu content.
Background technology
Suspension menu function is added in more and more mobile terminals.So-called suspension menu, it is following fixed to may be used
Justice, after mobile terminal unlock or a desktop page of home keys entrance is referred to as main screen, multiple sub- screens then can be set, from master
Screen slips into sub- screen by some direction, is then slided from main screen to negative direction and then enters suspension menu.At mobile end now
In end, most of is all to slip into sub- screen to the right, is slided to the left in main screen and then enters suspension menu, and suspension menu is equivalent to one
The aggregation of a common function, user does not have to the various cumbersome application of opening can just directly obtain accordingly in suspension menu
Service and content, subscribe to oneself and like information.In the prior art, the quantity of display location is often fixed, also, due to
Suspension menu is typically that code is written in desktop, when the application set in display location changes, needs to repair again
Changing code could realize to the displaying of the state of newly-installed application, therefore, the application set in one display location of suspension menu
It also tends to be fixed one, user can only receive system and the corresponding push of pre-set application or delete in suspension menu
It is the recommendation pattern of a kind of " user looks for application " except the application for being not intended to be pushed.
Above-mentioned technical proposal has the disadvantage that：An application is only corresponded in a display location of suspension menu, then
The application type being capable of providing in suspension menu is seldom, can not meet the miscellaneous application demand of user.
Invention content
The embodiment of the present invention provides a kind of suspension menu content and recommends method and device, to solve in suspension menu using not
Can meet the problem of the needs of different user.
In order to solve the above technical problem, the present invention provides a kind of suspension menu contents to recommend method, the method packet
It includes：
Obtain history usage behavior data of the user in the mobile terminal in preset time；
According to the history usage behavior data, the intended application of the corresponding user is determined；
When receiving into the operational order of suspension menu, the intended application is loaded onto the aobvious of the suspension menu
Show that position is shown.
In a first aspect, the embodiment of the present invention additionally provides a kind of suspension menu content recommendation apparatus, including：
History usage behavior data acquisition module, for obtaining history of the user in the mobile terminal in preset time
Usage behavior data；
Intended application determining module, for according to the history usage behavior data, determining the target of the corresponding user
Using；
Intended application load-on module, for when receiving the operational order into suspension menu, by the intended application
The display location for being loaded onto the suspension menu is shown.
Second aspect, the embodiment of the present invention still further provide a kind of mobile terminal, including processor, memory and storage
On the memory and the computer program that can run on the processor, the computer program are held by the processor
The step of processing method that aforementioned suspension menu content is recommended is realized during row.
In the embodiment of the present invention, the history usage behavior data of user in the terminal in preset time are obtained first；
Then it according to the history usage behavior data, it is known that the behavioural habits of user, hobby are biased to etc., and then determines to meet use
The intended application of family demand；When receiving into the operational order of suspension menu, which is loaded onto suspension menu
Display location shown.Since the embodiment of the present invention is answered according to the target that the history usage behavior data of user obtain
With, and be shown, the specific content of intended application is constantly adjusted according to different user, different demands, realizes " application
Look for user " the way of recommendation, relative to " user looks for application " pattern of the prior art, can greatly meet the need of different user
It asks.
Description of the drawings
Fig. 1 is that a kind of suspension menu content of the embodiment of the present invention one recommends the step flow chart of method；
Fig. 2 is that a kind of suspension menu content of the embodiment of the present invention two recommends the specific steps flow chart of method；
Fig. 3 is a kind of structure diagram of suspension menu content recommendation apparatus of apparatus of the present invention embodiment three；
Fig. 4 is a kind of concrete structure block diagram of suspension menu content recommendation apparatus of apparatus of the present invention embodiment three；
Fig. 5 is a kind of structure diagram of mobile terminal of the embodiment of the present invention.
Specific embodiment
Below in conjunction with the attached drawing in the embodiment of the present invention, the technical solution in the embodiment of the present invention is carried out clear, complete
Site preparation describes, it is clear that described embodiment is part of the embodiment of the present invention, instead of all the embodiments.Based on this hair
Embodiment in bright, the every other implementation that those of ordinary skill in the art are obtained without creative efforts
Example, shall fall within the protection scope of the present invention.
【Embodiment of the method one】
With reference to Fig. 1, show that a kind of suspension menu content in the embodiment of the present invention recommends the step flow chart of method.It should
Method is applied to mobile terminal, and specific steps include：
Step 101：Obtain history usage behavior data of the user in the mobile terminal in preset time.
In the embodiment of the present invention, the history usage behavior data of user in the terminal can be：User is to mobile whole
The number that the application built in operating system or any historical operation behavior of the third-party application mounted on mobile terminal is held to generate
According to.For example, user's August in 2017 9 points of morning on the 10th, hits in a certain location point and opens " Baidu map " application, then the history
The corresponding history usage behavior data of operation behavior can be：History comprising time, position and opened application identities uses
Behavioral data.
Obtaining the mode of the history usage behavior data of user in the terminal can be：Create user account, the account
Family can be unique manufacture mark of the mobile terminal of user, user phone number etc., establish corresponding with the user account
Database, record all history usage behavior data of the user in mobile terminal in real time, and then can be obtained in the database
Take the history usage behavior data of family in the terminal.
In concrete application, user can generate history usage behavior data accordingly in any operation of mobile terminal, number
It is huge according to measuring, however, as the uncertainty of user preferences operating habit, apart from the history usage behavior number of current time farther out
According to the hobby for tending not to react user very well, relatively the history usage behavior data at current time could be in analysis user
Interest pattern provides preferable foundation.
Therefore, preset time can be set as to the week before current time, two weeks, one month etc., only obtained
History usage behavior data in the preset time.
Step 102：According to the history usage behavior data, the intended application of the corresponding user is determined.
In the embodiment of the present invention, intended application can be arranged on mobile terminal suspension menu display location, so as to fulfill
To the displaying of the intended application corresponding content in suspension menu.
It, can be to the history usage behavior of acquisition after the history usage behavior data of user in the terminal are got
Data are analyzed, so that it is determined that going out the hobby of user, and then determine the intended application of the corresponding user.
In concrete application, the browsing track of user can be obtained according to history usage behavior data, and then determine user
Hobby.For example, it can be believed in history usage behavior data comprising temporal information, location information etc. according to temporal information, position
The determining users such as breath further determine to meet user preferences in the track of the browse application of certain time, some position
Using as in corresponding time, position, the intended application of user will be recommended.
In concrete application, the operating habit of user can also be obtained, and then determine to use according to history usage behavior data
The hobby at family.For example, the history usage behavior data that user is applied using Alipay and wechat is applied are obtained, by obtaining
The analysis of data finds that user sweeps function, the circle of friends function using wechat commonly using sweeping for Alipay, then can determine
Going out operating habit when user is applied using this two is：Function, the circle of friends work(using wechat are swept using sweeping for Alipay
Can, so as to by sweeping for Alipay sweeps function, the circle of friends function of wechat is respectively set to the intended application of user to be pushed to.
In concrete application, the use preference of user can also be obtained according to history usage behavior data, and then determine to use
The hobby at family.For example, obtaining history usage behavior data of the user using Video Applications viewing video, pass through the data to obtaining
Analysis, it is found that user often watches the video of type of action, then can determine that user is the use preference of Video Applications
Make type video, so as to which the recommendation message of type of action video to be set as to the intended application of user to be pushed to.
In concrete application, track, operating habit can also be browsed to user, is further counted using preference, age, gender etc.
It calculates, the comprehensive analysis of various dimensions is carried out to user, so that it is determined that going out to meet the intended application of user behavior custom, intended application can
Be application that user had used or with user preferences are relevant recommends to apply, the embodiment of the present invention is to determining
The specific method of the intended application of user and the particular content of intended application are not limited.
As a kind of more preferably scheme of the embodiment of the present invention, the daily time can be accustomed to splitting according to user
For multiple periods, the history usage behavior data of user in each period are analyzed respectively, and section is true for user in different times
Fixed different intended application.For example, by the daily time according to work hours section 8:00-9:00th, working time section：9:00-18:
00th, quitting time section：18:00-19:00th, time of having a rest section：19:00-7:00 etc., analyze each period user's respectively
History usage behavior data, such as in the morning 8:00-9:00, it includes in the history usage behavior data of user：Use shared list
The data that vehicle application generates, the location data generated using map application etc..Can by the nearest data of one month into
Row analysis, obtains user in the morning 8:00-9:00 in the browsing track of certain positions, so that it is determined that going out user in certain time, position
The application often browsed is put, as in corresponding time, position, the intended application of user will be recommended.
Step 103：When receiving into the operational order of suspension menu, the intended application is loaded onto the suspension
The display location of menu is shown.
In the embodiment of the present invention, the operational order received into suspension menu can be：Mobile terminal is jumped by main screen
Go to the screen where suspension menu；It can also set the interface that can be operated with mobile terminal user according to actual scene, operating
The operational order into suspension menu is received on interface, the embodiment of the present invention is not restricted this.
In concrete application, mobile terminal can first log in existing account, then obtain account phase after suspension menu is entered
Corresponding intended application, the method for logon account can be that user is prompted to log in registered account；Can also be, it is mobile whole
The unique mark of the system automatic identification mobile terminal at end, and logged in automatically according to the unique mark of the mobile terminal.Such as
The mobile terminal that fruit enters suspension menu does not establish account, and the mobile terminal user can be prompted to create an account, can also root
Account is automatically created according to the mark of mobile terminal so that when the mobile terminal is again introduced into suspension menu, it is accurate to get
Intended application.
The quantity of intended application can carry out adaptation selection according to the quantity of display location in suspension menu, work as mobile terminal
When entering suspension menu, the intended application of the corresponding user identifier according to the user identifier of the mobile terminal, can be obtained, and
The display location that the intended application got is loaded onto to suspension menu is shown.
As a kind of more preferably scheme of the embodiment of the present invention, after mobile terminal enters suspension menu, can obtain
The current time of the mobile terminal is taken, and then obtains the current time corresponding intended application.8 determined with step 102:00-
9：For 00 corresponds to intended application as shared bicycle application related application, it is 8 to detect the current time into suspension menu:
30, then it can determine 8:30 corresponding intended applications are shared bicycle application related application, it is determined according to other times section
Similarly, the embodiment of the present invention is not restricted this for his method of intended application.
In the embodiment of the present invention, each display location of suspension menu can be set to correspond to greater number of third party and answered
With so that intended application is loaded into any display location and can be carried out showing.In concrete application, will each it be shown in suspension menu
Showing the method that position corresponds to greater number of third-party application can be：By safeguarding third-party application database, in the data
The call relation of display location and third-party application is set in library so that each display location can be realized has safeguarded to any
Third-party application calling.
In the embodiment of the present invention, in suspension menu creation display location, it can also be realized according to the intended application got
Loading of the intended application in display location is shown.In concrete application, if there is the suspension menu for needing to be loaded into mobile terminal
In intended application, then loading position is created in suspension menu, then by intended application be loaded into suspension menu should plus
It carries on position.After intended application is loaded on the loading position of suspension menu, the loading position display target application, when having
During new intended application, it is only necessary to which newly-built loading position simultaneously carries out loaded and displayed.
In the embodiment of the present invention, the history usage behavior data of user in the terminal in preset time are obtained first；
Then it according to the history usage behavior data, it is known that the behavioural habits of user, hobby are biased to etc., and then determines to meet use
The intended application of family demand；When receiving into the operational order of suspension menu, which is loaded onto suspension menu
In display location shown.Since the embodiment of the present invention is answered according to the target that the history usage behavior data of user obtain
With, and be shown, the specific content of intended application is constantly adjusted according to different user, different demands, realizes " application
Look for user " the way of recommendation, relative to " user looks for application " pattern of the prior art, can greatly meet the need of different user
It asks.
【Embodiment of the method two】
With reference to Fig. 2, show that a kind of suspension menu content in the embodiment of the present invention recommends the specific steps flow of method
Figure.Specific steps include：
Step 201：Obtain history usage behavior data of the user in the mobile terminal in preset time.
Step 202：According to the history usage behavior data, the user interest type is determined.
In the embodiment of the present invention, user interest type can be：User preference uses the application of some type, user preference
Function of some type of certain applications of using etc..
In concrete application, for the history usage behavior data of user, proposed algorithm, sub- horse can be decomposed by big data
Inferior proposed algorithm etc. carries out analysis calculating, determines the interest pattern of user, the embodiment of the present invention is to determining user interest type
Specific method is not limited.
Step 203：According to user interest type and the correspondence of application, determine that the application that the mobile terminal is supported is made
For the intended application.
In the embodiment of the present invention, by taking the interest pattern of user is shopping class application as an example, each shopping application can be right
Should apply accordingly, for example, shopping class application have Taobao, Jingdone district, only product that can wait, also have accordingly corresponding to Taobao, Jingdone district,
The only application of product meeting, however if mobile terminal is fitted without above application, and can not in the operating system of mobile terminal
Realization directly invokes above application, then, even if being provided with above application in suspension menu, it can not also realize and suspend
Above application is shown in menu.
In concrete application, the application that mobile terminal can be supported can be first detected, then by the interest pattern of user and movement
The application matching that terminal is supported, is determined as intended application by the application matched；It can also be first true according to the interest pattern of user
Fixed corresponding application, the application that determining application can be supported with the mobile terminal detected is matched, should by what is matched
With being determined as intended application.
In the embodiment of the present invention, first according to history usage behavior data, user interest type is determined, it is emerging further according to user
Interesting type and the correspondence of application determine that the application that mobile terminal is supported is used as the intended application, thereby may be ensured that mesh
Mark application is effective, i.e., can realize that intended application corresponds to the displaying of application in suspension menu, avoids recommending not for mobile terminal
The intended application that can be used avoids causing the waste of suspension menu resource.
As more preferably scheme of the embodiment of the present invention, step 203 can be achieved by the steps of：
According to user interest type and the correspondence of application, each original application of the corresponding interest pattern is determined.
From each original application, obtain the mobile terminal and installed using supporting original application as the mesh
Mark application.
In concrete application, an application can correspond to multiple functions.For example, the existing chat feature of wechat, and have payment work(
Can, which can correspond to two kinds of displays respectively in suspension menu.
It is appreciated that it first determines to correspond to the first of the interest pattern according to user interest type and the correspondence of application
Begin to apply, then from original application, mobile terminal is only selected to install using supported application as intended application, it can be more
It is effective to ensure that intended application is effective, avoid causing the waste of suspension menu resource.
As another preferred embodiment of the embodiment of the present invention, step 202 and step 203 may be replaced by step 204
It realizes：
Step 204：According to the history usage behavior data, determine that user's frequency of use is more than setting frequency threshold value
Application be used as the intended application.
In the embodiment of the present invention, in history usage behavior data, only application can be used to produce in suspension menu user
Raw history usage behavior data are as the foundation for determining intended application.
In concrete application, setting frequency threshold value can be set greater than to 1 natural number, user's frequency of use is more than should
The application of frequency threshold value is set as intended application.
In the embodiment of the present invention, because of only the applying as determining target more than setting frequency threshold value using user's frequency of use
The foundation of application can be reached for user and recommend the effect for meeting the intended application of user's use habit, and can greatly improve
Determine the efficiency of application.
Step 205：When receiving into the operational order of suspension menu, selected from multiple intended applications little
In the intended application of display location number.
In concrete application, the quantity for the intended application determined according to above-mentioned steps, which may be more than in suspension menu, to be shown
The number of position, however suspension menu can only show the intended application no more than display location number, it therefore, can be in advance more
Selection avoids rushing when display location sets and applies no more than the intended application of display location number in a intended application
It is prominent.
Step 206：It is big with the display weight of each display location according to the advowson of each intended application weight size order
Matching relationship between small sequence determines the display location belonging to each selected intended application.
In the embodiment of the present invention, can intended application be determined according to the matching degree of intended application and the interest pattern of user
Recommendation weight, the higher intended application of matching degree recommends weight also higher；It can be according to a large number of users or the mobile terminal
User determines the display weight of each display location in the frequency that each display location of suspension menu is clicked, and click frequency is higher
Display location shows that weight is higher；By intended application according to the sequence for recommending weight descending, it is successively set on according to display weight
On the display location of descending.For example, there is ten display locations in suspension menu, user click the frequencies of ten display locations from
First row first is arranged the last one to last and is reduced successively, then the highest intended application of weight will be recommended to be arranged on first row
First, the intended application for recommending weight minimum is arranged on last and arranges the last one.
It is aobvious with each display location according to the advowson of each intended application weight size order in the embodiment of the present invention
Show the matching relationship between weight size order, determine the display location belonging to each selected intended application, due to display
Position shows that weight can reflect that the click of user is accustomed to, the setting of the adaptability, can better meet the use habit of user,
Promote user experience.
Step 207：The display location that selected intended application is loaded onto to the suspension menu is shown.
After selected intended application is loaded onto the display location of suspension menu, this can be accordingly shown in suspension menu
The state of intended application.
As a kind of preferred embodiment of the embodiment of the present invention, each selected intended application can be loaded onto the mesh
Mark is shown using affiliated display location.
In concrete application, if safeguarding the call relation of a large amount of intended application to each display location, system can be given
Larger pressure is brought, therefore the call relation of certain intended applications can be selectively safeguarded to each display location, such as
There are ten display locations in suspension menu, the call relation with shopping class application, second display are safeguarded in first display location
Safeguard call relation applied with social class, etc. in position.
Selected intended application can be loaded into pair according to the display location safeguarded before and the correspondence of application
The display location answered is shown.
In the embodiment of the present invention, each display location can safeguard that relatively small number of display location and the calling of application are closed
System can greatly reduce the maintenance pressure of system.
As a kind of preferred embodiment of the embodiment of the present invention, step 202 to step 205 could alternatively be following steps reality
It is existing：
According to the history usage behavior data, frequency of use of the user to each function module in each application is counted
And/or usage time.
According to the frequency of use and/or usage time of each function module, the intended application of the corresponding user is determined.
, can be in history usage behavior data in the present embodiment, counting user makes to each function module of each application
With frequency and/or usage time, and then determine to correspond to the intended application of the user.
In concrete application, by taking user is to the use of wechat as an example, user may be biased to using in wechat：Chat feature,
Sweep sweep function, wallet function, small routine function it is any or several, it is above-mentioned specific to wechat that counting user can be distinguished
Frequency of use, the usage time of function, frequency of use is high or usage time is long or frequency of use is high and usage time is long,
It can illustrate user preferences using the function, and then can recommend using the function as intended application.
In the embodiment of the present invention, according to user described in history usage behavior data statistics to each function module of each application
Frequency of use and/or usage time further according to the frequency of use and/or usage time of each function module, determine the corresponding use
The intended application at family, since user can accurately reflect use very much to the frequency of use and/or usage time of each function module
The use habit at family, thus determine that intended application can better meet the use habit of user, promote user experience.
In the embodiment of the present invention, the history usage behavior data of user in the terminal in preset time are obtained first；
Then it according to the history usage behavior data, it is known that the behavioural habits of user, hobby are biased to etc., and then determines to meet use
The intended application of family demand；When receiving into the operational order of suspension menu, which is loaded onto suspension menu
Display location shown.Since the embodiment of the present invention is answered according to the target that the history usage behavior data of user obtain
With, and be shown, the specific content of intended application is constantly adjusted according to different user, different demands, realizes " application
Look for user " the way of recommendation, relative to " user looks for application " pattern of the prior art, can greatly meet the need of different user
It asks.
It should be noted that for aforementioned embodiment of the method, in order to be briefly described, therefore it is all expressed as a series of
Combination of actions, but those skilled in the art should know, the present invention is not limited by described sequence of movement, because according to
According to the present invention, certain steps may be used other sequences or be carried out at the same time.Secondly, those skilled in the art should also know,
Embodiment described in this description belongs to preferred embodiment, and involved action is not necessarily essential to the invention.
【Device embodiment three】
With reference to Fig. 3, a kind of structure diagram of suspension menu content recommendation apparatus 300 in the embodiment of the present invention is shown.
Including：
History usage behavior data acquisition module 310, for obtaining in preset time user in the mobile terminal
History usage behavior data.
Intended application determining module 320, for according to the history usage behavior data, determining the mesh of the corresponding user
Mark application.
Intended application load-on module 330, for when receiving into the operational order of suspension menu, the target to be answered
It is shown with the display location for being loaded onto the suspension menu.
Preferably, with reference to Fig. 4, on the basis of Fig. 3, which can also include：
Intended application determining module 320 includes：
First object application determination sub-module 3201, for according to the history usage behavior data, determining the user
The application that frequency of use is more than setting frequency threshold value is used as the intended application；
Interest pattern determination sub-module 3202, for according to the history usage behavior data, determining the user interest
Type；
Original application determination sub-module 3203, for according to user interest type and the correspondence of application, determining to correspond to
Each original application of the interest pattern；
Second intended application determination sub-module 3024, for from each original application, having obtained the mobile terminal
Installation application supports original application as the intended application.
Preferably, intended application determining module 320 can also include：
Statistic submodule, for according to the history usage behavior data, counting each function of the user to each application
The frequency of use and/or usage time of module；
Third intended application determination sub-module, for the frequency of use and/or usage time according to each function module,
Determine the intended application of the corresponding user.
Intended application selecting module 340, for when receiving the operational order into suspension menu, from multiple mesh
Selection is no more than the intended application of display location number in mark application.
Display location determining module 350, for weighing size order according to the advowson of each intended application, with each display
Matching relationship between the display weight size order of position, determines the display location belonging to each selected intended application；
The intended application load-on module 330 includes：
Intended application loads submodule, for the intended application being selected to be loaded onto to the display position in the suspension menu
It puts and is shown.
Preferably, the intended application loading submodule includes：
Intended application loading unit, it is aobvious belonging to the intended application for each selected intended application to be loaded onto
Show that position is shown.
In the embodiment of the present invention, the history usage behavior data of user in the terminal in preset time are obtained first；
Then it according to the history usage behavior data, it is known that the behavioural habits of user, hobby are biased to etc., and then determines to meet use
The intended application of family demand；When receiving into the operational order of suspension menu, which is loaded onto suspension menu
Display location shown.Since the embodiment of the present invention is answered according to the target that the history usage behavior data of user obtain
With, and be shown, the specific content of intended application is constantly adjusted according to different user, different demands, realizes " application
Look for user " the way of recommendation, relative to " user looks for application " pattern of the prior art, can greatly meet the need of different user
It asks.
Above-mentioned mobile terminal can realize each process that mobile terminal is realized in the embodiment of the method for Fig. 1 to Fig. 2, to keep away
Exempt to repeat, which is not described herein again.
A kind of hardware architecture diagram of Fig. 5 mobile terminals of each embodiment to realize the present invention.
The mobile terminal 500 includes but not limited to：It is radio frequency unit 501, network module 502, audio output unit 503, defeated
Enter unit 504, sensor 505, display unit 506, user input unit 507, interface unit 508, memory 509, processor
The components such as 510 and power supply 511.It will be understood by those skilled in the art that the mobile terminal structure shown in Fig. 5 is not formed
Restriction to mobile terminal, mobile terminal can include than illustrate more or fewer components either combine certain components or
Different component arrangements.In embodiments of the present invention, mobile terminal include but not limited to mobile phone, tablet computer, laptop,
Palm PC, car-mounted terminal, wearable device and pedometer etc..
Wherein, processor 510, for obtaining history usage behavior number of the user in the mobile terminal in preset time
According to；According to the history usage behavior data, the intended application of the corresponding user is determined；Enter suspension menu when receiving
During operational order, the display location that the intended application is loaded onto to the suspension menu is shown.
In the embodiment of the present invention, the history usage behavior data of user in the terminal in preset time are obtained first；
Then it according to the history usage behavior data, it is known that the behavioural habits of user, hobby are biased to etc., and then determines to meet use
The intended application of family demand；When receiving into the operational order of suspension menu, which is loaded onto suspension menu
Display location shown.Since the embodiment of the present invention is answered according to the target that the history usage behavior data of user obtain
With, and be shown, the specific content of intended application is constantly adjusted according to different user, different demands, realizes " application
Look for user " the way of recommendation, relative to " user looks for application " pattern of the prior art, can greatly meet the need of different user
It asks.
It should be understood that the embodiment of the present invention in, radio frequency unit 501 can be used for receive and send messages or communication process in, signal
Send and receive, specifically, by from base station downlink data receive after, handled to processor 510；In addition, by uplink
Data are sent to base station.In general, radio frequency unit 501 includes but not limited to antenna, at least one amplifier, transceiver, coupling
Device, low-noise amplifier, duplexer etc..In addition, radio frequency unit 501 can also by radio communication system and network and other set
Standby communication.
Mobile terminal has provided wireless broadband internet to the user by network module 502 and has accessed, and such as user is helped to receive
It sends e-mails, browse webpage and access streaming video etc..
It is that audio output unit 503 can receive radio frequency unit 501 or network module 502 or in memory 509
The audio data of storage is converted into audio signal and exports as sound.Moreover, audio output unit 503 can also be provided and be moved
The relevant audio output of specific function that dynamic terminal 500 performs is (for example, call signal receives sound, message sink sound etc.
Deng).Audio output unit 503 includes loud speaker, buzzer and receiver etc..
Input unit 504 is used to receive audio or video signal.Input unit 504 can include graphics processor
(Graphics Processing Unit, GPU) 5041 and microphone 5042, graphics processor 5041 is in video acquisition mode
Or the static images or the image data of video obtained in image capture mode by image capture apparatus (such as camera) carry out
Reason.Treated, and picture frame may be displayed on display unit 506.Through graphics processor 5041, treated that picture frame can be deposited
Storage is sent in memory 509 (or other storage mediums) or via radio frequency unit 501 or network module 502.Mike
Wind 5042 can receive sound, and can be audio data by such acoustic processing.Treated audio data can be
The form output of mobile communication base station can be sent to via radio frequency unit 501 by being converted in the case of telephone calling model.
Mobile terminal 500 further includes at least one sensor 505, such as optical sensor, motion sensor and other biographies
Sensor.Specifically, optical sensor includes ambient light sensor and proximity sensor, wherein, ambient light sensor can be according to environment
The light and shade of light adjusts the brightness of display panel 5061, and proximity sensor can close when mobile terminal 500 is moved in one's ear
Display panel 5061 and/or backlight.As one kind of motion sensor, accelerometer sensor can detect in all directions (general
For three axis) size of acceleration, size and the direction of gravity are can detect that when static, can be used to identify mobile terminal posture (ratio
Such as horizontal/vertical screen switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, tap)；It passes
Sensor 505 can also include fingerprint sensor, pressure sensor, iris sensor, molecule sensor, gyroscope, barometer, wet
Meter, thermometer, infrared ray sensor etc. are spent, details are not described herein.
Display unit 506 is used to show by information input by user or be supplied to the information of user.Display unit 506 can wrap
Display panel 5061 is included, liquid crystal display (Liquid Crystal Display, LCD), Organic Light Emitting Diode may be used
Display panel 5061 is configured in forms such as (Organic Light-Emitting Diode, OLED).
User input unit 507 can be used for receiving the number inputted or character information and generation and the use of mobile terminal
The key signals input that family is set and function control is related.Specifically, user input unit 507 include touch panel 5071 and
Other input equipments 5072.Touch panel 5071, also referred to as touch screen collect user on it or neighbouring touch operation
(for example user uses any suitable objects such as finger, stylus or attachment on touch panel 5071 or in touch panel 5071
Neighbouring operation).Touch panel 5071 may include both touch detecting apparatus and touch controller.Wherein, touch detection
Device detects the touch orientation of user, and detects the signal that touch operation is brought, and transmits a signal to touch controller；Touch control
Device processed receives touch information from touch detecting apparatus, and is converted into contact coordinate, then gives processor 510, receiving area
It manages the order that device 510 is sent and is performed.It is furthermore, it is possible to more using resistance-type, condenser type, infrared ray and surface acoustic wave etc.
Type realizes touch panel 5071.In addition to touch panel 5071, user input unit 507 can also include other input equipments
5072.Specifically, other input equipments 5072 can include but is not limited to physical keyboard, function key (such as volume control button,
Switch key etc.), trace ball, mouse, operating lever, details are not described herein.
Further, touch panel 5071 can be covered on display panel 5061, when touch panel 5071 is detected at it
On or near touch operation after, send to processor 510 with determine touch event type, be followed by subsequent processing device 510 according to touch
The type for touching event provides corresponding visual output on display panel 5061.Although in Figure 5, touch panel 5071 and display
Panel 5061 is the component independent as two to realize the function that outputs and inputs of mobile terminal, but in some embodiments
In, can be integrated by touch panel 5071 and display panel 5061 and realize the function that outputs and inputs of mobile terminal, it is specific this
Place does not limit.
Interface unit 508 is the interface that external device (ED) is connect with mobile terminal 500.For example, external device (ED) can include
Line or wireless head-band earphone port, external power supply (or battery charger) port, wired or wireless data port, storage card end
Mouth, port, audio input/output (I/O) port, video i/o port, earphone end for connecting the device with identification module
Mouthful etc..Interface unit 508 can be used for receiving the input (for example, data information, electric power etc.) from external device (ED) and
One or more elements that the input received is transferred in mobile terminal 500 can be used in 500 He of mobile terminal
Data are transmitted between external device (ED).
Memory 509 can be used for storage software program and various data.Memory 509 can mainly include storing program area
And storage data field, wherein, storing program area can storage program area, application program (such as the sound needed at least one function
Sound playing function, image player function etc.) etc.；Storage data field can store according to mobile phone use created data (such as
Audio data, phone directory etc.) etc..In addition, memory 509 can include high-speed random access memory, can also include non-easy
The property lost memory, a for example, at least disk memory, flush memory device or other volatile solid-state parts.
Processor 510 is the control centre of mobile terminal, utilizes each of various interfaces and the entire mobile terminal of connection
A part is stored in storage by running or performing the software program being stored in memory 509 and/or module and call
Data in device 509 perform the various functions of mobile terminal and processing data, so as to carry out integral monitoring to mobile terminal.Place
Reason device 510 may include one or more processing units；Preferably, processor 510 can integrate application processor and modulatedemodulate is mediated
Device is managed, wherein, the main processing operation system of application processor, user interface and application program etc., modem processor is main
Processing wireless communication.It is understood that above-mentioned modem processor can not also be integrated into processor 510.
Mobile terminal 500 can also include the power supply 511 (such as battery) powered to all parts, it is preferred that power supply 511
Can be logically contiguous by power-supply management system and processor 510, so as to realize management charging by power-supply management system, put
The functions such as electricity and power managed.
In addition, mobile terminal 500 includes some unshowned function modules, details are not described herein.
Preferably, the embodiment of the present invention also provides a kind of mobile terminal, and including processor 510, memory 509 is stored in
On memory 509 and the computer program that can be run on the processor 510, the computer program are performed by processor 510
The above-mentioned suspension menu contents of Shi Shixian recommend each process of embodiment of the method, and can reach identical technique effect, to avoid
It repeats, which is not described herein again.
The embodiment of the present invention also provides a kind of computer readable storage medium, and meter is stored on computer readable storage medium
Calculation machine program, the computer program realize that above-mentioned suspension menu content recommends each mistake of embodiment of the method when being executed by processor
Journey, and identical technique effect can be reached, it is repeated to avoid, which is not described herein again.Wherein, the computer-readable storage medium
Matter, such as read-only memory (Read-Only Memory, abbreviation ROM), random access memory (Random Access
Memory, abbreviation RAM), magnetic disc or CD etc..
It should be noted that herein, term " comprising ", "comprising" or its any other variant are intended to non-row
His property includes, so that process, method, article or device including a series of elements not only include those elements, and
And it further includes other elements that are not explicitly listed or further includes intrinsic for this process, method, article or device institute
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including this
Also there are other identical elements in the process of element, method, article or device.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can add the mode of required general hardware platform to realize by software, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on such understanding, technical scheme of the present invention substantially in other words does the prior art
Going out the part of contribution can be embodied in the form of software product, which is stored in a storage medium
In (such as ROM/RAM, magnetic disc, CD), used including some instructions so that a station terminal (can be mobile phone, computer services
Device, air conditioner or network equipment etc.) perform method described in each embodiment of the present invention.
The embodiment of the present invention is described above in conjunction with attached drawing, but the invention is not limited in above-mentioned specific
Embodiment, above-mentioned specific embodiment is only schematical rather than restricted, those of ordinary skill in the art
Under the enlightenment of the present invention, present inventive concept and scope of the claimed protection are not being departed from, can also made very much
Form is belonged within the protection of the present invention.
Claims (13)
1. a kind of suspension menu content recommends method, applied to mobile terminal, which is characterized in that including：
Obtain history usage behavior data of the user in the mobile terminal in preset time；
According to the history usage behavior data, the intended application of the corresponding user is determined；
When receiving into the operational order of suspension menu, the intended application is loaded onto to the display position of the suspension menu
It puts and is shown.
If 2. according to the method described in claim 1, it is characterized in that, the intended application include it is multiple, it is described when connecing
When receiving into the operational order of suspension menu, the display location that the intended application is loaded onto to the suspension menu is shown
Before the step of showing, further include：
When receiving into the operational order of suspension menu, selection is no more than display location from multiple intended applications
Several intended applications；
The described intended application is loaded onto the step of the display location of the suspension menu is shown includes：
The display location that selected intended application is loaded onto to the suspension menu is shown.
3. according to the method described in claim 2, it is characterized in that, described ought receive the operational order into suspension menu
When, from multiple intended applications selection no more than display location number intended application the step of after, further include：
According to the advowson of each intended application weight size order, between the display weight size order of each display location
Matching relationship determines the display location belonging to each selected intended application；
It is described that selected intended application is loaded onto the step of display location of the suspension menu is shown, including：
The display location that each selected intended application is loaded onto belonging to the intended application is shown.
4. according to the method described in claim 1, it is characterized in that, described according to the history usage behavior data, determine pair
The step of answering the intended application of the user, including：
According to the history usage behavior data, determine that user's frequency of use is more than the application of setting frequency threshold value as mesh
Mark application.
5. according to the method described in claim 1, it is characterized in that, described according to the history usage behavior data, determine pair
The step of answering the intended application of the user, including：
According to the history usage behavior data, the user interest type is determined；
According to user interest type and the correspondence of application, each original application of the corresponding interest pattern is determined；
From each original application, obtain the mobile terminal and installed using supporting original application as intended application.
6. according to the method described in claim 1, it is characterized in that, described according to the history usage behavior data, determine pair
The step of answering the intended application of the user, including：
According to the history usage behavior data, count the user to the frequency of use of each function module in each application and/
Or usage time；
According to the frequency of use and/or usage time of each function module, the intended application of the corresponding user is determined.
7. a kind of suspension menu content recommendation apparatus, which is characterized in that including：
History usage behavior data acquisition module uses for obtaining history of the user in the mobile terminal in preset time
Behavioral data；
Intended application determining module, for according to the history usage behavior data, determining the intended application of the corresponding user；
Intended application load-on module, for when receiving into the operational order of suspension menu, the intended application to be loaded
It is shown to the display location of the suspension menu.
8. device according to claim 7, which is characterized in that if the intended application include it is multiple, further include：
Intended application selecting module, for when receiving the operational order into suspension menu, from multiple intended applications
Middle selection is no more than the intended application of display location number；
The intended application load-on module includes：
Intended application loads submodule, is carried out for the intended application being selected to be loaded onto to the display location of the suspension menu
Display.
9. device according to claim 8, which is characterized in that further include：
Display location determining module, for weighing size order according to the advowson of each intended application, with each display location
It shows the matching relationship between weight size order, determines the display location belonging to each selected intended application；
The intended application loading submodule includes：
Intended application loading unit, for each selected intended application to be loaded onto to the display position belonging to the intended application
It puts and is shown.
10. device according to claim 7, which is characterized in that the intended application determining module includes：
First object application determination sub-module, for according to the history usage behavior data, determining user's frequency of use
Application more than setting frequency threshold value is used as the intended application.
11. device according to claim 7, which is characterized in that the intended application determining module includes：
Interest pattern determination sub-module, for according to the history usage behavior data, determining the user interest type；
Original application determination sub-module, for according to user interest type and the correspondence of application, determining the corresponding interest
Each original application of type；
Second intended application determination sub-module, for from each original application, obtaining the mobile terminal and having installed application
Supported original application is as the intended application.
12. device according to claim 7, which is characterized in that the intended application determining module includes：
Statistic submodule, for according to the history usage behavior data, counting the user to each function mould in each application
The frequency of use and/or usage time of block；
Third intended application determination sub-module for the frequency of use and/or usage time according to each function module, determines
The intended application of the corresponding user.
13. a kind of mobile terminal, which is characterized in that including memory, processor and be stored on the memory and can be in institute
The computer program run on processor is stated, is realized in claim 1 to 6 when the computer program is performed by the processor
Any one of them suspension menu content recommends the step of method.
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| CN201711244453.9A CN108255382B (en) | 2017-11-30 | 2017-11-30 | Method and device for recommending floating menu content |
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|---|---|---|---|
| CN201711244453.9A CN108255382B (en) | 2017-11-30 | 2017-11-30 | Method and device for recommending floating menu content |
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| CN108255382B CN108255382B (en) | 2021-02-26 |
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