CN106775755A - One kind application recommendation method and mobile terminal - Google Patents
One kind application recommendation method and mobile terminal Download PDFInfo
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- CN106775755A CN106775755A CN201611261594.7A CN201611261594A CN106775755A CN 106775755 A CN106775755 A CN 106775755A CN 201611261594 A CN201611261594 A CN 201611261594A CN 106775755 A CN106775755 A CN 106775755A
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- application
- characteristic information
- mobile terminal
- recommendation
- panel
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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
- G06F9/451—Execution arrangements for user interfaces
Abstract
The embodiment of the invention discloses one kind application recommendation method and mobile terminal.Methods described is applied to mobile terminal, and methods described includes：The usage record of the multiple applications in mobile terminal, obtains the use characteristic information of each application；According to the use characteristic information, selection meets pre-conditioned intended application from the multiple application；The icon of the intended application is included on panel is recommended.Because intended application is that mobile terminal is recommended according to the use characteristic information of multiple applications, therefore application recommendation results are more accurate, and user's request of more fitting is more intelligent using recommendation mechanisms.Meanwhile, finding step of the user to required application is reduced, shorten using the lookup time, improve Consumer's Experience.
Description
Technical field
The present embodiments relate to technical field of information processing, more particularly to a kind of application recommendation method and mobile terminal.
Background technology
With continuing to develop for electronic information technology, the application of polymorphic type is increasingly developed and uses, such as social networking application, trip
Play application, shopping application etc., application of function is arranged on after mobile terminal the function of being greatly enriched mobile terminal, is improve
The experience of terminal user.
Substantial amounts of application can take several pages of desktops, cause desktop number of pages excessive.Current mobile terminal is supported to apply multiple
It is put into a file, also supports to be shown on some interfaces of mobile terminal such as control centre the application opened recently.
, it is necessary to be applied needed for being searched from desktop or specified folder when user uses a certain application in advance, but due to answering
It is more with quantity therefore time-consuming more long to the search procedure of required application；If being searched from control centre, if required application is nearest
It is not used by, then cannot finds required application in control centre, and open control centre and apply two needed for searching
The step of process, is more, takes more long.
The content of the invention
The invention provides one kind application recommendation method, to solve when user uses a certain application in advance, it is necessary to from desktop or
Application needed for being searched in specified folder, but because number of applications is more, therefore it is time-consuming to the search procedure of required application compared with
It is long；If being searched from control centre, if required application is not used by recently, required application cannot be found in control centre,
And it is more the step of two processes of application needed for opening control centre and searching, take problem more long.
First aspect, there is provided one kind application recommendation method, methods described is applied to mobile terminal, and methods described includes：
The usage record of the multiple applications in mobile terminal, obtains the use characteristic information of each application；
According to the use characteristic information, selection meets pre-conditioned intended application from the multiple application；
The icon of the intended application is included on panel is recommended.
A kind of second aspect, there is provided mobile terminal, including：
Using characteristic information acquisition module, for the usage record of the multiple applications in mobile terminal, each is obtained
The use characteristic information of application；
Intended application selecting module, for according to the use characteristic information, selection to meet pre- from the multiple application
If the intended application of condition；
Application icon display module, for including the icon of the intended application to recommend panel.
So, in the embodiment of the present invention, the usage record of the multiple applications in mobile terminal obtains each application
Using characteristic information, according to characteristic information is used, selection meets pre-conditioned intended application from multiple application, should by target
Icon is displayed on recommendation panel, so as to realize using recommendation.Because intended application is that mobile terminal is applied according to multiple
Use characteristic information recommend, therefore application recommendation results it is more accurate, user's request of more fitting, using recommendation mechanisms more
Plus intelligence.Meanwhile, finding step of the user to required application is reduced, shorten using the lookup time, improve Consumer's Experience.
Described above is only the general introduction of technical solution of the present invention, in order to better understand technological means of the invention,
And can be practiced according to the content of specification, and in order to allow the above and other objects of the present invention, feature and advantage can
Become apparent, below especially exemplified by specific embodiment of the invention.
Brief description of the drawings
Technical scheme in order to illustrate more clearly the embodiments of the present invention, below by institute in the description to the embodiment of the present invention
The accompanying drawing for needing to use is briefly described, it should be apparent that, drawings in the following description are only some implementations of the invention
Example, for those of ordinary skill in the art, without having to pay creative labor, can also be according to these accompanying drawings
Obtain other accompanying drawings.
Fig. 1 is the flow chart of the application recommendation method of one embodiment of the invention；
Fig. 2 is the flow chart of the application recommendation method of another embodiment of the present invention；
Fig. 3 is the flow chart of the application recommendation method of another embodiment of the present invention；
Fig. 4 is the schematic diagram of the recommendation panel of another embodiment of the present invention；
Fig. 5 is the schematic diagram of the recommendation panel of another embodiment of the present invention；
Fig. 6 is the schematic diagram of the recommendation panel of another embodiment of the present invention；
Fig. 7 is the block diagram of the mobile terminal of one embodiment of the invention；
Fig. 8 is the block diagram of the mobile terminal of another embodiment of the present invention；
Fig. 9 is the block diagram of the mobile terminal of another embodiment of the present invention；
Figure 10 is the block diagram of the mobile terminal of another embodiment of the present invention；
Figure 11 is the block diagram of the mobile terminal of another embodiment of the present invention.
Specific embodiment
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Site preparation is described, it is clear that described embodiment is a part of embodiment of the invention, rather than whole embodiments.Based on this hair
Embodiment in bright, the every other implementation that those of ordinary skill in the art are obtained under the premise of creative work is not made
Example, belongs to the scope of protection of the invention.
Embodiment one
Fig. 1 is the flow chart of the application recommendation method of one embodiment of the invention.Application recommendation method application shown in Fig. 1
In mobile terminal, methods described includes：
Step 101, the multiple usage records applied in mobile terminal, use feature for obtaining each application are believed
Breath.
In the embodiment of the present invention, mobile terminal is including mobile phone, flat board, notebook etc..
Mobile terminal is recorded to the service condition of the internal application installed, the usage record being applied.Using can
Including various function types, application, chat application, map application, game application, shopping application are such as paid, based on application
Type is different, and the usage record of application can include different information.For example, when the application for using is chat application, using note
Record can be including use time, chat message etc.；When the application for using is applied for payment, when usage record can include using
Between, payment, pay businessman etc.；When the application for using is shopping application, when the usage record of application can include shopping
Between, shopping businessman, shopping the amount of money, associated application, such as using shopping application do shopping when search vendor location information map application
Deng.
Mobile terminal is carried out during using recommending, and can recommend one from multiple application according to the usage record of multiple applications
It is individual or multiple apply to user.Specifically, mobile terminal can be analyzed and unite to the usage record of multiple applications of record
Meter, obtains the use characteristic information of each application, is carried out using recommendation according to using characteristic information afterwards.
Can be included using characteristic information it is various, such as a certain application that uses of history in several applications use sequentially,
The usage frequency of application, use degree of association of application etc., the service condition of a certain application can be indicated using characteristic information, can be with
Indicate a certain application relative to the service condition of other multiple applications, use habit of the user to application can be reflected.Generally,
According to use time tactic multiple applications from the close-by examples to those far off, the application using front has recommendation higher
Property；Usage frequency application higher has higher recommendatory；Had using degree of association application higher higher recommendatory.
Mobile terminal is carried out during using recommending, and in the usage record of all applications that can be used from history, extracts default
The use information of the application used in duration, the use information to extracting is analyzed and counts, and selects intended application and pushes away
Recommend application.Preset duration can be according to being actually configured, such as a week, two weeks etc..
Step 102, according to using characteristic information, selection meets pre-conditioned intended application from multiple application.
The embodiment of the present invention pre-set it is pre-conditioned, it is pre-conditioned can be to apply use characteristic information limit
It is fixed, after the use characteristic information of application meets pre-conditioned, the application is determined to recommend application i.e. intended application.
The use of characteristic information can be various, can set corresponding pre-conditioned for various use characteristic informations, example
Such as, when using the use order that characteristic information is application, pre-conditioned can be the nearer N number of application of use time, and N is for just
Integer；When using the usage frequency that characteristic information is application, pre-conditioned can be that usage frequency is more than M's in preset period of time
Using M is positive integer.During selection target application, it is possible to use one using characteristic information it is corresponding it is pre-conditioned alternatively
Standard, it is also possible to be applied in combination multiple using the corresponding pre-conditioned alternatively standard of multiple of characteristic information, can be according to reality
Border is configured.
Step 103, by the icon of intended application include recommend panel on.
After mobile terminal selects the intended application recommended to user, can show in the current display interface of mobile terminal
Show recommendation panel, and the icon of the intended application that will be selected is included on panel is recommended, and is checked for user and used.
After panel is recommended in mobile terminal display, user can be from the icon of multiple applications for recommending Display panel, selection
The icon of required application, applies or performs other operations needed for starting.
According to the embodiment of the present invention, the usage record of the multiple applications in mobile terminal obtains making for each application
With characteristic information, according to characteristic information is used, selection meets pre-conditioned intended application from multiple application, by intended application
Icon be displayed in recommendation panel on so that realize using recommend.Because intended application is that mobile terminal is applied according to multiple
Recommended using characteristic information, therefore application recommendation results are more accurate, user's request of more fitting, using recommendation mechanisms more
Intelligence.Meanwhile, finding step of the user to required application is reduced, shorten using the lookup time, improve Consumer's Experience.
Embodiment two
Fig. 2 is the flow chart of the application recommendation method of another embodiment of the present invention.Application recommendation method shown in Fig. 2 should
For mobile terminal, methods described includes：
Step 201, the multiple usage records applied in mobile terminal, use feature for obtaining each application are believed
Breath, is included using order, usage frequency using characteristic information and uses at least one of degree of association.
In the embodiment of the present invention, mobile terminal is recorded to the service condition of the internal application installed, and is applied
Usage record, during using recommending, mobile terminal can extract the usage record of multiple applications, obtain the use feature of each application
Information.Can be including application is using order, usage frequency and uses at least one of degree of association using characteristic information.Generally,
Relatively closely use, usage frequency is higher, use the recommendatory higher of degree of association application higher.
After obtaining the usage record of multiple applications, the application use time pair that can be recorded according to the usage record of each application
Multiple application is ranked up, and determine each application uses order.If should to multiple according to use time order from the close-by examples to those far off
With being ranked up, then had using the application of front higher recommendatory.
After obtaining the usage record of multiple applications, the usage frequency of each application that can be used history is counted；
The usage frequency of each application that can be to being used in preset period of time is counted, each application for such as using a nearest week
Usage frequency is counted.Usually using frequency it is higher, application it is recommendatory higher.
After obtaining the usage record of multiple applications, the use degree of association of different application can be counted, usually using the degree of association
Application higher, its is recommendatory higher.The use degree of association of different application can be counted from many aspects, for example, multiple applications
Whether same class application is belonged to, it is higher using the degree of association if belonged to；Multiple application whether there is using associating, if deposited
, then it is higher using the degree of association, such as purchase by group using and map application exist using associating, user is using purchasing by group using making often
The geographical position of goods providers is searched with map application；Whether user uses preference to multiple application in the presence of order, if it is,
The application for then sequentially using uses the degree of association higher, and such as user preference enters from after being exited using 1 and applies 2, at this moment using 1 He
There is the use degree of association higher using 2.
Step 202, according to characteristic information is used, calculate the recommendation coefficient of each application, coefficient will be recommended to be more than predetermined threshold value
Application be chosen for intended application.
Recommending coefficient can indicate, using being chosen as recommending the application i.e. probability of intended application, to recommend coefficient bigger, application
The probability for being chosen as intended application is bigger.The embodiment of the present invention can in advance to recommending coefficient to set predetermined threshold value, when application
When recommending coefficient to be more than predetermined threshold value, determine that the application can be as recommending application to recommend user.
Recommending coefficient can be calculated according to the use characteristic information of application, include using suitable when using characteristic information
When at least one of sequence, usage frequency and use degree of association, use time is closed on, usage frequency is high, big using the degree of association
Application it is corresponding recommend coefficient it is larger.
Recommendation coefficient specifically can be by the following method calculated, methods described includes：Use feature to multiple applications is believed
Breath carries out quantification treatment, obtains the characteristic value of the use characteristic information of each application；Using in advance for the spy using characteristic information
Value indicative set weight coefficient, respectively the characteristic value to the use characteristic information of each application be weighted, obtain each should
Recommendation coefficient.
For this uses characteristic information using order, different characteristic values can be set to different order position, complete
After what multiple was applied in pairs is sorted using order, the characteristic value that different order position is set can be directed to according to advance, it is determined that respectively
The characteristic value of the use order of application.For example, the order according to use time from the close-by examples to those far off, carries out using order to multiple application
Sequence, the characteristic value for setting the use order of the application for being located at order 1 is 1, positioned at the feature of the use order of the application of order 2
It is 0.8 to be worth, and is 0.6 etc. positioned at the characteristic value of the use order of the application of order 3.
For usage frequency, this uses characteristic information, and usage frequency is bigger, and corresponding characteristic value is bigger.Can be according to pre-
The usage frequency and the corresponding relation of characteristic value for first setting, specifically can be according to usage frequency scope pass corresponding with characteristic value
System, the usage frequency scope where first determining the usage frequency of application further determines spy corresponding with usage frequency scope
Value indicative.
Bigger using the degree of association for using the degree of association, this uses characteristic information, corresponding characteristic value is bigger.Can be with root
According to the use degree of association and the corresponding relation of characteristic value that pre-set, specifically can be according to use degree of association scope and characteristic value
Corresponding relation, the use degree of association scope where first determining the use degree of association of application, further determines and uses the degree of association
The corresponding characteristic value of scope.
Weight coefficient is set for the characteristic value using characteristic information in advance, the use characteristic information of each application is being obtained
After characteristic value, the feature of the use characteristic information respectively applied using the weight coefficient for being set for characteristic value in advance, weighted calculation
Value, obtains the recommendation coefficient of each application.When much information is included using characteristic information, various information can be correspondingly arranged difference
Weight coefficient, weight coefficient size according to being actually configured, can recommend the computational methods of coefficient to be：To be believed using feature
Each information for including of breath is multiplied by corresponding weight coefficient, plus with each multiplied result, obtain recommending coefficient.For example, being believed using feature
Breath includes using order, usage frequency and uses the degree of association, is 0.8 for the weight coefficient set using order, for using
The weight coefficient that frequency is set is 0.6, is 0.7 for the weight coefficient set using the degree of association, for a certain application, is obtained
The use of the characteristic value of order is a, the characteristic value of usage frequency is b, the use of the characteristic value of order is c, then the recommendation system of the application
Number is 0.8a+0.6b+0.7c.
Identical weight coefficient can be set to the characteristic value of the use characteristic information of all applications；To can also apply into
Row category division, specifically can carry out category division according to function to application, such as be divided into chat application, shopping application, payment
Using etc., the characteristic value for the use characteristic information of different classes of application sets different weight coefficients.
Step 203, by the icon of the intended application include recommend panel on.
Recommending panel is used to show the icon of application of at least one mesh that mobile terminal is recommended.
After selecting recommendation application i.e. intended application, the icon of intended application is included to be checked for user on panel is recommended
And selection.The descending order of coefficient specifically can be recommended according to each intended application, the icon of the intended application that will be selected
It is sequentially displayed on the recommendation panel.
Mobile terminal can by the icon of intended application include recommend panel on after, counting user repeatedly selection
Position of the icon of intended application in the multiple icons for recommending Display panel, and according to position statistics, pair with use
The corresponding weight coefficient of characteristic information is adjusted, so that the intended application with maximum recommended coefficient after adjustment is user institute
The application for needing, improves the accuracy of recommendation effect result.
If for example, the probability for recommending application that repeatedly statistical result showed user selection recommends coefficient maximum is only
30%, then explanation application recommendation is inaccurate, and mobile terminal can adjust to the weight coefficient using characteristic information, so as to have most
The big intended application for recommending the application of coefficient for needed for user, so as to improve constantly using the accuracy recommended, improves user's body
Test.
According to the embodiment of the present invention, the usage record of the multiple applications in mobile terminal obtains making for each application
With characteristic information, according to characteristic information is used, selection meets pre-conditioned intended application from multiple application, by intended application
Icon be displayed in recommendation panel on so that realize using recommend.Because intended application is that mobile terminal is applied according to multiple
Recommended using characteristic information, therefore application recommendation results are more accurate, user's request of more fitting, using recommendation mechanisms more
Intelligence.Meanwhile, finding step of the user to required application is reduced, shorten using the lookup time, improve Consumer's Experience.
Embodiment three
Fig. 3 is the flow chart of the application recommendation method of another embodiment of the present invention.Application recommendation method shown in Fig. 3 should
For mobile terminal, methods described includes：
Step 301, the predetermined registration operation for receiving the display recommendation panel that user triggers in current display interface.
The embodiment of the present invention has preset the predetermined registration operation that panel is recommended in display, and predetermined registration operation can be predetermined registration operation rail
The swiping of mark, such as circular swiping, square swiping；It can be the assigned operation performed in predeterminable area；
Can also operate other.The embodiment of the present invention can also limit user and perform predetermined registration operation in any terminal display interface,
Such as mobile terminal desktop, Application Program Interface, correspondingly mobile terminal receive that user triggers in current display interface it is pre-
If after operation, recommendation panel is shown in current display interface, recommend the part or complete that panel covering current display interface shows
Portion's information.
Step 302, the multiple usage records applied in mobile terminal, use feature for obtaining each application are believed
Breath.
Step 303, according to the use characteristic information, from the multiple application selection meet pre-conditioned target should
With.
Step 304, the recommendation panel is shown on the current display interface upper strata, the icon of the intended application is shown
Show on panel is recommended.
After completing the selection of intended application, panel is recommended in the current display interface upper strata display of mobile terminal, will selected
Intended application icon be displayed in recommendation panel on.
In concrete operations, before panel is recommended in the display of current display interface upper strata, mobile terminal can be more with pop-up display
Panel options are recommended in the dialog box of individual panel style options, such as square recommendation panel options, bar shaped, and user can select as needed
A panel style options are selected, correspondingly mobile terminal can receive the selection operation to target board style options, currently displaying
The recommendation panel that interface upper strata shows has the pattern that target board style options are indicated.Shown in reference picture 3- Fig. 5, shown in Fig. 3
Recommendation panel be string configuration, recommendation panel shown in Fig. 4 is bending structure, and the recommendation panel shown in Fig. 5 is square knot
Structure.
The embodiment of the present invention can also show circular operated key while panel is recommended in the display of current display interface upper strata
Disk, to control to recommend the icon of intended application in panel to move left and right, so as to enrich operating function, improves user's body
Test.Specifically, can be before panel be recommended in the display of current display interface upper strata, in the operation trace of calculating predetermined registration operation
The heart, is the center of circle with the center for calculating, and border circular areas are drawn according to pre-set radius；On current display interface upper strata, panel is recommended in display
While, in the circular operation keyboard of border circular areas display drawn, by circular operation keyboard clockwise or counterclockwise
The icon of the intended application moves left and right in control recommendation panel.For example, can limit in advance slide counterclockwise circular behaviour
Recommend application program in panel to slide to the left when making keyboard, answering in panel is recommended when limiting slid clockwise circle operation keyboard
Slided to the right with program.
Compared to prior art switching using when, it is necessary to first exit or close current application again from other interfaces or file
Application needed for middle lookup, according to embodiment of the present invention methods described, user need not exit or close current application, only need to be current
Display interface allow mobile terminal to eject recommendation panel by performing predetermined registration operation, user searches answering for pre-switch from panel is recommended
With the step of so as to save switch application operation, improve Consumer's Experience.
The embodiment of the present invention can also allow recommends to show virtual box or station location marker on panel, limits when the circle that stops the rotation
After shape operation keyboard, the application that in virtual box or station location marker is indicated is opened, realization is automatically opened up to required application, improved
Operation it is intelligent.
According to the embodiment of the present invention, the usage record of the multiple applications in mobile terminal obtains making for each application
With characteristic information, according to characteristic information is used, selection meets pre-conditioned intended application from multiple application, by intended application
Icon be displayed in recommendation panel on so that realize using recommend.Because intended application is that mobile terminal is applied according to multiple
Recommended using characteristic information, therefore application recommendation results are more accurate, user's request of more fitting, using recommendation mechanisms more
Intelligence.Meanwhile, finding step of the user to required application is reduced, shorten using the lookup time, improve Consumer's Experience.
Example IV
Fig. 7 is the block diagram of the mobile terminal of one embodiment of the invention.Mobile terminal shown in Fig. 7 includes：
Using characteristic information acquisition module 401, for the usage record of the multiple applications in mobile terminal, obtain each
The use characteristic information of individual application.
Intended application selecting module 402, for according to the use characteristic information, selecting to meet from the multiple application
Pre-conditioned intended application.
Application icon display module 403, for including the icon of the intended application to recommend panel.
According to the embodiment of the present invention, the usage record of the multiple applications in mobile terminal obtains making for each application
With characteristic information, according to characteristic information is used, selection meets pre-conditioned intended application from multiple application, by intended application
Icon be displayed in recommendation panel on so that realize using recommend.Because intended application is that mobile terminal is applied according to multiple
Recommended using characteristic information, therefore application recommendation results are more accurate, user's request of more fitting, using recommendation mechanisms more
Intelligence.Meanwhile, finding step of the user to required application is reduced, shorten using the lookup time, improve Consumer's Experience.
Embodiment five
Fig. 8 is the block diagram of the mobile terminal of another embodiment of the present invention.Mobile terminal shown in Fig. 8 includes：
Using characteristic information acquisition module 501, for the usage record of the multiple applications in mobile terminal, obtain each
The use characteristic information of individual application.
Intended application selecting module 502, for according to the use characteristic information, selecting to meet from the multiple application
Pre-conditioned intended application.
Application icon display module 503, for including the icon of the intended application to recommend panel.
The intended application selecting module 502 includes：
Recommend coefficient calculating sub module 5021, for according to the use characteristic information, calculating the recommendation coefficient of each application；
Intended application determination sub-module 5022, should for coefficient will to be recommended to be chosen for target more than the application of predetermined threshold value
With.
In the embodiment of the present invention, it is preferable that the recommendation coefficient calculating sub module 5021 includes：
Feature is worth to unit, and quantification treatment is carried out for the use characteristic information to multiple applications, obtains each application
Use the characteristic value of characteristic information；
Characteristic value weight calculation unit, for using the weight system for being set for the characteristic value using characteristic information in advance
Number, the characteristic value to the use characteristic information of each application is weighted respectively, obtains the recommendation coefficient of each application.
In the embodiment of the present invention, it is preferable that the application icon display module 503, specifically for according to the recommendation for calculating
The descending order of coefficient, the icon of the intended application of selection is sequentially displayed on the recommendation panel.
In the embodiment of the present invention, it is preferable that the mobile terminal also includes：
Position statistical module, for including after recommending on panel in the icon by the intended application, statistics
Position of the icon of the intended application that user repeatedly selects in multiple icons of the recommendation Display panel；
Weight coefficient adjusting module, it is pair corresponding with the use characteristic information weight for according to position statistics
Weight coefficient is adjusted.
According to the embodiment of the present invention, the usage record of the multiple applications in mobile terminal obtains making for each application
With characteristic information, according to characteristic information is used, selection meets pre-conditioned intended application from multiple application, by intended application
Icon be displayed in recommendation panel on so that realize using recommend.Because intended application is that mobile terminal is applied according to multiple
Recommended using characteristic information, therefore application recommendation results are more accurate, user's request of more fitting, using recommendation mechanisms more
Intelligence.Meanwhile, finding step of the user to required application is reduced, shorten using the lookup time, improve Consumer's Experience.
Embodiment six
Fig. 9 is the block diagram of the mobile terminal of another embodiment of the present invention.Mobile terminal shown in Fig. 9 includes：
Predetermined registration operation receiver module 601, panel is recommended for receiving the display that user triggers in current display interface
Predetermined registration operation.
Using characteristic information acquisition module 602, for the usage record of the multiple applications in mobile terminal, obtain each
The use characteristic information of individual application.
Intended application selecting module 603, for according to the use characteristic information, selecting to meet from the multiple application
Pre-conditioned intended application.
Recommend panel display module 604, panel is recommended for the display on the current display interface upper strata.
Application icon display module 605, for the icon of the intended application to be included in the recommendation panel.
In the embodiment of the present invention, it is preferable that the mobile terminal also includes：
Center calculation module, for before the current display interface upper strata shows the recommendation panel, calculating described
The center of the operation trace of predetermined registration operation；
Border circular areas drafting module, for being the center of circle with the center for calculating, border circular areas is drawn according to pre-set radius；
The mobile terminal also includes：
Operation keyboard display module, for the current display interface upper strata show it is described recommendation panel while,
The circular operation keyboard of border circular areas display drawn, institute is controlled by the circular operation keyboard clockwise or counterclockwise
State and recommend the icon of the intended application in panel to move left and right.
In the embodiment of the present invention, it is preferable that the mobile terminal also includes：
Dialog box pop-up module, for before panel is recommended in current display interface upper strata display, pop-up display to be more
The dialog box of individual panel style options；
Selection operation receiver module, for receiving the selection operation to target board style options, described currently displaying
The recommendation panel that interface upper strata shows has the pattern that the target board style options are indicated.
According to the embodiment of the present invention, the usage record of the multiple applications in mobile terminal obtains making for each application
With characteristic information, according to characteristic information is used, selection meets pre-conditioned intended application from multiple application, by intended application
Icon be displayed in recommendation panel on so that realize using recommend.Because intended application is that mobile terminal is applied according to multiple
Recommended using characteristic information, therefore application recommendation results are more accurate, user's request of more fitting, using recommendation mechanisms more
Intelligence.Meanwhile, finding step of the user to required application is reduced, shorten using the lookup time, improve Consumer's Experience.
Because the mobile terminal embodiment essentially corresponds to the embodiment of the method shown in earlier figures 1- Fig. 6, therefore this implementation
Not detailed part in the description of example, may refer to the related description in previous embodiment, just not repeat herein.
Embodiment seven
Figure 10 is the block diagram of the mobile terminal of another embodiment of the present invention.Mobile terminal 700 shown in Figure 10 includes：Extremely
Few processor 701, memory 702, at least one network interface 704 and a user interface 703.It is each in mobile terminal 700
Individual component is coupled by bus system 705.It is understood that bus system 705 is used to realize the connection between these components
Communication.Bus system 705 in addition to including data/address bus, also including power bus, controlling bus and status signal bus in addition.But
For the sake of for clear explanation, various buses are all designated as bus system 705 in Fig. 10.
Wherein, user interface 703 can include display, keyboard or pointing device (for example, mouse, trace ball
(trackball), touch-sensitive plate or touch-screen etc..
It is appreciated that the memory 702 in the embodiment of the present invention can be volatile memory or nonvolatile memory,
Or may include both volatibility and nonvolatile memory.Wherein, nonvolatile memory can be read-only storage (Read-
Only Memory, ROM), programmable read only memory (Programmable ROM, PROM), the read-only storage of erasable programmable
Device (Erasable PROM, EPROM), Electrically Erasable Read Only Memory (Electrically EPROM, EEPROM) or
Flash memory.Volatile memory can be random access memory (Random Access Memory, RAM), and it is used as outside height
Speed caching.By exemplary but be not restricted explanation, the RAM of many forms can use, such as static RAM
(Static RAM, SRAM), dynamic random access memory (Dynamic RAM, DRAM), Synchronous Dynamic Random Access Memory
(Synchronous DRAM, SDRAM), double data speed synchronous dynamic RAM (Double Data Rate
SDRAM, DDRSDRAM), enhanced Synchronous Dynamic Random Access Memory (Enhanced SDRAM, ESDRAM), synchronized links
Dynamic random access memory (Synchlink DRAM, SLDRAM) and direct rambus random access memory (Direct
Rambus RAM, DRRAM).The embodiment of the present invention description system and method memory 702 be intended to including but not limited to these
With the memory of any other suitable type.
In some embodiments, memory 702 stores following element, can perform module or data structure, or
Person their subset, or their superset：Operating system 7021 and application program 7022.
Wherein, operating system 7021, comprising various system programs, such as ccf layer, core library layer, driving layer etc. are used for
Realize various basic businesses and process hardware based task.Application program 7022, comprising various application programs, such as media
Player (Media Player), browser (Browser) etc., for realizing various applied business.Realize the embodiment of the present invention
The program of method may be embodied in application program 7022.
In embodiments of the present invention, by the program for calling memory 702 to store or instruction, specifically, can be application
The program stored in program 7022 or instruction, the usage record of multiple applications that processor 701 is used in mobile terminal, obtain
The use characteristic information of each application is taken, according to the use characteristic information, selection meets default bar from the multiple application
The intended application of part, the icon of the intended application is included on panel is recommended.
The method that the embodiments of the present invention are disclosed can apply in processor 701, or be realized by processor 701.
Processor 701 is probably a kind of IC chip, the disposal ability with signal.In implementation process, the above method it is each
Step can be completed by the instruction of the integrated logic circuit of the hardware in processor 701 or software form.Above-mentioned treatment
Device 701 can be general processor, digital signal processor (Digital Signal Processor, DSP), special integrated electricity
Road (Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field
Programmable GateArray, FPGA) or other PLDs, discrete gate or transistor logic,
Discrete hardware components.Can realize or perform disclosed each method in the embodiment of the present invention, step and logic diagram.It is general
Processor can be microprocessor or the processor can also be any conventional processor etc..With reference to embodiment of the present invention institute
The step of disclosed method, can be embodied directly in hardware decoding processor and perform completion, or with the hardware in decoding processor
And software module combination performs completion.Software module may be located at random access memory, and flash memory, read-only storage may be programmed read-only
In the ripe storage medium in this area such as memory or electrically erasable programmable memory, register.The storage medium is located at
Memory 702, processor 701 reads the information in memory 702, with reference to the step of its hardware completion above method.
It is understood that the embodiment of the present invention description these embodiments can with hardware, software, firmware, middleware,
Microcode or its combination are realized.Realized for hardware, processing unit can be realized in one or more application specific integrated circuits
(Application Specific Integrated Circuits, ASIC), digital signal processor (Digital Signal
Processing, DSP), digital signal processing appts (DSP Device, DSPD), programmable logic device (Programmable
Logic Device, PLD), field programmable gate array (Field-Programmable Gate Array, FPGA), general place
In reason device, controller, microcontroller, microprocessor, other electronic units for performing herein described function or its combination.
For software realize, can by perform the module (such as process, function etc.) of function described in the embodiment of the present invention come
Realize the technology described in the embodiment of the present invention.Software code is storable in memory and by computing device.Memory can
To realize within a processor or outside processor.
Alternatively, processor 701 is additionally operable to：According to the use characteristic information, the recommendation coefficient of each application is calculated, it is described
Included using order, usage frequency using characteristic information and use at least one of degree of association；
Coefficient will be recommended to be chosen for intended application more than the application of predetermined threshold value.
Alternatively, processor 701 is additionally operable to：Use characteristic information to multiple applications carries out quantification treatment, respectively should obtain
The characteristic value of use characteristic information；
Using the weight coefficient for being set for the characteristic value using characteristic information in advance, respectively to the use feature of each application
The characteristic value of information is weighted, and obtains the recommendation coefficient of each application.
Alternatively, processor 701 is additionally operable to：Recommend the descending order of coefficient, the target that will be selected according to what is calculated
The icon of application is sequentially displayed on the recommendation panel.
Alternatively, processor 701 is additionally operable to：The icon by the intended application include recommend panel on it
Afterwards, position of the icon of the intended application that counting user is repeatedly selected in multiple icons of the recommendation Display panel；
According to position statistics, pair weight coefficient corresponding with the use characteristic information weight is adjusted.
Alternatively, processor 701 is additionally operable to：In the usage record of the multiple applications in mobile terminal, obtain
Before the use characteristic information of each application, the default behaviour of the display recommendation panel that user triggers in current display interface is received
Make；
Included that before recommending on panel methods described also includes in the icon by the intended application：
The recommendation panel is shown on the current display interface upper strata.
Alternatively, processor 701 is additionally operable to：Before the current display interface upper strata shows the recommendation panel, meter
The center of the operation trace of the predetermined registration operation is calculated, is the center of circle with the center for calculating, border circular areas are drawn according to pre-set radius；
While the current display interface upper strata shows the recommendation panel, methods described also includes：
In the circular operation keyboard of border circular areas display drawn, by the circular operation clockwise or counterclockwise
The icon of the intended application moves left and right in recommendation panel described in Keyboard Control.
Alternatively, processor 701 is additionally operable to：Before panel is recommended in current display interface upper strata display, ejection is aobvious
Show the dialog box of multiple panel style options；
The selection operation to target board style options is received, in the recommendation panel that the current display interface upper strata shows
With the pattern that the target board style options are indicated.
Mobile terminal 700 can realize each process of mobile terminal realization in previous embodiment, to avoid repeating, here
Repeat no more.
According to the embodiment of the present invention, the usage record of the multiple applications in mobile terminal obtains making for each application
With characteristic information, according to characteristic information is used, selection meets pre-conditioned intended application from multiple application, by intended application
Icon be displayed in recommendation panel on so that realize using recommend.Because intended application is that mobile terminal is applied according to multiple
Recommended using characteristic information, therefore application recommendation results are more accurate, user's request of more fitting, using recommendation mechanisms more
Intelligence.Meanwhile, finding step of the user to required application is reduced, shorten using the lookup time, improve Consumer's Experience.
Embodiment eight
Figure 11 is the block diagram of the mobile terminal of another embodiment of the present invention.Specifically, the mobile terminal 800 in Figure 11 can
Think mobile phone, panel computer, personal digital assistant (Personal Digital Assistant, PDA) or vehicle-mounted computer etc..
Mobile terminal 800 in Figure 11 includes radio frequency (Radio Frequency, RF) circuit 810, memory 820, input
Unit 830, display unit 840, processor 860, voicefrequency circuit 870, WiFi (Wireless Fidelity) module 880 and electricity
Source 890.
Wherein, input block 830 can be used to receive the numeral or character information of user input, and produce and mobile terminal
800 user is set and the relevant signal input of function control.Specifically, in the embodiment of the present invention, the input block 830 can
With including contact panel 831.Contact panel 831, also referred to as touch-screen, can collect user thereon or neighbouring touch operation
(such as user uses the operations of any suitable object or annex on contact panel 831 such as finger, stylus), and according to advance
The formula of setting drives corresponding attachment means.Optionally, contact panel 831 may include touch detecting apparatus and touch controller
Two parts.Wherein, touch detecting apparatus detect the touch orientation of user, and detect the signal that touch operation brings, by signal
Send touch controller to；Touch controller receives touch information from touch detecting apparatus, and is converted into contact coordinate,
Give the processor 860 again, and the order sent of receiving processor 860 and can be performed.Furthermore, it is possible to using resistance-type,
The polytypes such as condenser type, infrared ray and surface acoustic wave realize contact panel 831.Except contact panel 831, input block
830 can also include other input equipments 832, and other input equipments 832 can include but is not limited to physical keyboard, function key
One or more in (such as volume control button, switch key etc.), trace ball, mouse, action bars etc..
Wherein, display unit 840 can be used for display by the information of user input or be supplied to information and the movement of user
The various menu interfaces of terminal 800.Display unit 840 may include display panel 841, optionally, can use LCD or organic hairs
The forms such as optical diode (Organic Light-Emitting Diode, OLED) configure display panel 841.
It should be noted that contact panel 831 can cover display panel 841, touch display screen is formed, when touch display screen inspection
Measure thereon or after neighbouring touch operation, processor 860 is sent to determine the type of touch event, with preprocessor
860 provide corresponding visual output according to the type of touch event in touch display screen.
Touch display screen includes Application Program Interface viewing area and conventional control viewing area.The Application Program Interface viewing area
And the arrangement mode of the conventional control viewing area is not limited, can be arranged above and below, left-right situs etc. can distinguish two and show
Show the arrangement mode in area.The Application Program Interface viewing area is displayed for the interface of application program.Each interface can be with
The interface element such as the icon comprising at least one application program and/or widget desktop controls.The Application Program Interface viewing area
It can also be the empty interface not comprising any content.The conventional control viewing area be used for show utilization rate control higher, for example,
Application icons such as settings button, interface numbering, scroll bar, phone directory icon etc..
Wherein processor 860 is the control centre of mobile terminal 800, using various interfaces and connection whole mobile phone
Various pieces, by running or performing software program and/or module of the storage in first memory 821, and call storage
Data in second memory 822, perform the various functions and processing data of mobile terminal 800, so as to mobile terminal 800
Carry out integral monitoring.Optionally, processor 860 may include one or more processing units.
In embodiments of the present invention, by call store the first memory 821 in software program and/or module and/
Or the data in the second memory 822, the usage record of multiple applications that processor 860 is used in mobile terminal, obtain
The use characteristic information of each application is taken, according to the use characteristic information, selection meets default bar from the multiple application
The intended application of part, the icon of the intended application is included on panel is recommended.
Alternatively, processor 860 is additionally operable to：According to the use characteristic information, the recommendation coefficient of each application is calculated, it is described
Included using order, usage frequency using characteristic information and use at least one of degree of association；
Coefficient will be recommended to be chosen for intended application more than the application of predetermined threshold value.
Alternatively, processor 860 is additionally operable to：Use characteristic information to multiple applications carries out quantification treatment, respectively should obtain
The characteristic value of use characteristic information；
Using the weight coefficient for being set for the characteristic value using characteristic information in advance, respectively to the use feature of each application
The characteristic value of information is weighted, and obtains the recommendation coefficient of each application.
Alternatively, processor 860 is additionally operable to：Recommend the descending order of coefficient, the target that will be selected according to what is calculated
The icon of application is sequentially displayed on the recommendation panel.
Alternatively, processor 860 is additionally operable to：The icon by the intended application include recommend panel on it
Afterwards, position of the icon of the intended application that counting user is repeatedly selected in multiple icons of the recommendation Display panel；
According to position statistics, pair weight coefficient corresponding with the use characteristic information weight is adjusted.
Alternatively, processor 860 is additionally operable to：In the usage record of the multiple applications in mobile terminal, obtain
Before the use characteristic information of each application, the default behaviour of the display recommendation panel that user triggers in current display interface is received
Make；
Included that before recommending on panel methods described also includes in the icon by the intended application：
The recommendation panel is shown on the current display interface upper strata.
Alternatively, processor 860 is additionally operable to：Before the current display interface upper strata shows the recommendation panel, meter
The center of the operation trace of the predetermined registration operation is calculated, is the center of circle with the center for calculating, border circular areas are drawn according to pre-set radius；
While the current display interface upper strata shows the recommendation panel, methods described also includes：
In the circular operation keyboard of border circular areas display drawn, by the circular operation clockwise or counterclockwise
The icon of the intended application moves left and right in recommendation panel described in Keyboard Control.
Alternatively, processor 860 is additionally operable to：Before panel is recommended in current display interface upper strata display, ejection is aobvious
Show the dialog box of multiple panel style options；
The selection operation to target board style options is received, in the recommendation panel that the current display interface upper strata shows
With the pattern that the target board style options are indicated.
It can be seen that, according to the embodiment of the present invention, the usage record of the multiple applications in mobile terminal obtains each application
Use characteristic information, according to using characteristic information, selection meets pre-conditioned intended application from multiple application, by target
The icon of application is displayed on recommendation panel, so as to realize using recommendation.Because intended application is that mobile terminal should according to multiple
What use characteristic information was recommended, therefore application recommendation results are more accurate, user's request of more fitting, using recommendation mechanisms
It is more intelligent.Meanwhile, finding step of the user to required application is reduced, shorten using the lookup time, improve user's body
Test.
The embodiment of the present invention additionally provides a kind of application recommendation method, can use letter according at least one of multiple applications
Breath weight, chooses at least one recommendation application from multiple application, and application will be recommended to include in recommendation panel, facilitates user
Lookup to required application, shortens lookup time of the user to required application, improves Consumer's Experience.
Those of ordinary skill in the art it is to be appreciated that with reference to disclosed in the embodiment of the present invention embodiment description it is each
The unit and algorithm steps of example, can be realized with the combination of electronic hardware or computer software and electronic hardware.These
Function is performed with hardware or software mode actually, depending on the application-specific and design constraint of technical scheme.Specialty
Technical staff can realize described function to each specific application using distinct methods, but this realization should not
Think beyond the scope of this invention.
It is apparent to those skilled in the art that, for convenience and simplicity of description, the system of foregoing description,
The specific work process of device and unit, may be referred to the corresponding process in preceding method embodiment, will not be repeated here.
In embodiment provided herein, it should be understood that disclosed apparatus and method, can be by other
Mode is realized.For example, device embodiment described above is only schematical, for example, the division of the unit, is only
A kind of division of logic function, can there is other dividing mode when actually realizing, such as multiple units or component can combine or
Person is desirably integrated into another system, or some features can be ignored, or does not perform.Another, shown or discussed is mutual
Between coupling or direct-coupling or communication connection can be the INDIRECT COUPLING or communication link of device or unit by some interfaces
Connect, can be electrical, mechanical or other forms.
The unit that is illustrated as separating component can be or may not be it is physically separate, it is aobvious as unit
The part for showing can be or may not be physical location, you can with positioned at a place, or can also be distributed to multiple
On NE.Some or all of unit therein can be according to the actual needs selected to realize the mesh of this embodiment scheme
's.
In addition, during each functional unit in each embodiment of the invention can be integrated in a processing unit, it is also possible to
It is that unit is individually physically present, it is also possible to which two or more units are integrated in a unit.
If the function is to realize in the form of SFU software functional unit and as independent production marketing or when using, can be with
Storage is in a computer read/write memory medium.Based on such understanding, technical scheme is substantially in other words
The part contributed to prior art or the part of the technical scheme can be embodied in the form of software product, the meter
Calculation machine software product is stored in a storage medium, including some instructions are used to so that a computer equipment (can be individual
People's computer, server, or network equipment etc.) perform all or part of step of each embodiment methods described of the invention.
And foregoing storage medium includes：USB flash disk, mobile hard disk, ROM, RAM, magnetic disc or CD etc. are various can be with store program codes
Medium.
The above, specific embodiment only of the invention, but protection scope of the present invention is not limited thereto, and it is any
Those familiar with the art the invention discloses technical scope in, change or replacement can be readily occurred in, should all contain
Cover within protection scope of the present invention.Therefore, protection scope of the present invention should be defined by scope of the claims.
Claims (10)
1. it is a kind of to apply recommendation method, methods described to be applied to mobile terminal, it is characterised in that methods described includes：
The usage record of the multiple applications in mobile terminal, obtains the use characteristic information of each application；
According to the use characteristic information, selection meets pre-conditioned intended application from the multiple application；
The icon of the intended application is included on panel is recommended.
2. method according to claim 1, it is characterised in that the use characteristic information includes using order, uses frequency
Spend and use at least one of degree of association；
It is described that according to the use characteristic information, selection meets pre-conditioned intended application from the multiple application, including：
According to the use characteristic information, the recommendation coefficient of each application is calculated；
Coefficient will be recommended to be chosen for intended application more than the application of predetermined threshold value.
3. method according to claim 2, it is characterised in that described according to the use characteristic information, calculates each application
Recommendation coefficient include：
Use characteristic information to multiple applications carries out quantification treatment, obtains the characteristic value of the use characteristic information of each application；
Using the weight coefficient for being set for the characteristic value using characteristic information in advance, respectively to the use characteristic information of each application
Characteristic value be weighted, obtain each application recommendation coefficient.
4. method according to claim 2, it is characterised in that the icon by the intended application includes recommending face
Include on plate：
Recommend the descending order of coefficient according to what is calculated, the icon of the intended application of selection is sequentially displayed in the recommendation
On panel.
5. method according to claim 1, it is characterised in that in the uses of the multiple applications in mobile terminal
Record, before obtaining the use characteristic information of each application, methods described also includes：
Receive the predetermined registration operation of the display recommendation panel that user triggers in current display interface；
Included that before recommending on panel methods described also includes in the icon by the intended application：
The recommendation panel is shown on the current display interface upper strata.
6. a kind of mobile terminal, it is characterised in that including：
Using characteristic information acquisition module, for the usage record of the multiple applications in mobile terminal, each application is obtained
Use characteristic information；
Intended application selecting module, for according to the use characteristic information, selection to meet default bar from the multiple application
The intended application of part；
Application icon display module, for including the icon of the intended application to recommend panel.
7. mobile terminal according to claim 6, it is characterised in that the use characteristic information includes using order, makes
With at least one of frequency and use degree of association；
The intended application selecting module includes：
Recommend coefficient calculating sub module, for according to the use characteristic information, calculating the recommendation coefficient of each application；
Intended application determination sub-module, for coefficient will to be recommended to be chosen for intended application more than the application of predetermined threshold value.
8. mobile terminal according to claim 7, it is characterised in that the recommendation coefficient calculating sub module includes：
Feature is worth to unit, and quantification treatment is carried out for the use characteristic information to multiple applications, obtains the use of each application
The characteristic value of characteristic information；
Characteristic value weight calculation unit, for the weight coefficient set using the advance characteristic value for using characteristic information, point
The characteristic value of the other use characteristic information to each application is weighted, and obtains the recommendation coefficient of each application.
9. mobile terminal according to claim 7, it is characterised in that：
The application icon display module, specifically for recommending the descending order of coefficient, the mesh that will be selected according to what is calculated
The icon for marking application is sequentially displayed on the recommendation panel.
10. mobile terminal according to claim 6, it is characterised in that the mobile terminal also includes：
Predetermined registration operation receiver module, for the usage record in the multiple applications in mobile terminal, obtaining each should
Before use characteristic information, the predetermined registration operation of the display recommendation panel that user triggers in current display interface is received；
Recommend panel display module, for including before recommending on panel in the icon by the intended application, in institute
State current display interface upper strata and show the recommendation panel.
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| CN201611261594.7A CN106775755B (en) | 2016-12-30 | 2016-12-30 | Application recommendation method and mobile terminal |
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|---|---|---|---|
| CN201611261594.7A CN106775755B (en) | 2016-12-30 | 2016-12-30 | Application recommendation method and mobile terminal |
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| CN116156042A (en) * | 2023-02-06 | 2023-05-23 | 四川领歌智谷科技有限公司 | Display control method, device and storage medium for mobile phone application portal |
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