CN107092520A - Recommendation method, device, storage medium and the mobile terminal of application program - Google Patents
Recommendation method, device, storage medium and the mobile terminal of application program Download PDFInfo
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- CN107092520A CN107092520A CN201710254453.0A CN201710254453A CN107092520A CN 107092520 A CN107092520 A CN 107092520A CN 201710254453 A CN201710254453 A CN 201710254453A CN 107092520 A CN107092520 A CN 107092520A
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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
- G06F9/46—Multiprogramming arrangements
- G06F9/466—Transaction processing
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Abstract
The present invention is applied to areas of information technology there is provided recommendation method, device, storage medium and the mobile terminal of a kind of application program, and methods described includes：When receiving predetermined triggering information, determine that the corresponding screening time of present system time is interval；The startup record of each application program is obtained, the record that starts includes the startup time of each application program；Based on the startup time, from the application program for starting and filtering out and starting in screening time interval in record；The quick entrance of the filtered out application program of display, so that corresponding application program can be started by triggering the quick entrance by obtaining user.The present invention realizes the use habit application program that user commonly uses into user's recommendation current slot according to user, has effectively assisted user to search and has enabled application program.
Description
Technical field
The invention belongs to areas of information technology, more particularly to the recommendation method of application program a kind of, device, storage medium and
Mobile terminal.
Background technology
With the raising of mobile terminal performance, user can install various application programs in terminal, without by
The limitation of the experience senses such as fluency reduction.
However, the application program installed is more, the time that user is spent when finding, enabling application program also increases,
The icon of destination application can not be quickly found out from numerous icons, so as to reduce the starting efficiency of application program.
The content of the invention
The embodiments of the invention provide a kind of recommendation method of application program, the recommendation method includes：
When receiving predetermined triggering information, determine that the corresponding screening time of present system time is interval；
The startup record of each application program is obtained, the record that starts includes the startup time of each application program；
Based on the startup time, answering of starting in the screening time is interval is filtered out in record from described start
Use program；
The quick entrance of the filtered out application program of display, so that obtaining user can be opened by triggering the quick entrance
Move corresponding application program.
Further, it is described to be based on the startup time, filtered out from described start in record in the screening time area
The interior application program started includes：
From the application program for starting and filtering out and starting in screening time interval in record；
For the application program filtered out, the number of starts is filtered out for preceding N according to the number of starts of the application program
Big N number of application program.
Further, the corresponding screening time interval of the determination present system time includes：
Using present system time as origin, forwardly and/or backwardly extend default time span, when obtaining with the system
Between corresponding screening time it is interval.
Further, the recommendation method also includes：
When the mobile terminal starts application program, the startup record of the application program is generated, and start described
Record is added to default history and started in list.
Further, the recommendation method also includes：
According to default time interval, the startup record outside the specified historical time scope that present system time rises is deleted,
Start list to update the history.
The embodiment of the present invention additionally provides a kind of recommendation apparatus of application program, and the recommendation apparatus includes：
Determining module, for when receiving predetermined triggering information, determining the corresponding screening time of present system time
It is interval；
Acquisition module, the startup for obtaining each application program is recorded, and the record that starts includes each application program
The startup time；
Screening module, for based on the startup time, being filtered out from described start in record in the screening time area
The interior application program started；
Display module, the quick entrance for showing filtered out application program, can be by triggering so as to obtain user
Quick entrance is stated to start corresponding application program.
Further, the screening module includes：
First screening unit, what is started for being filtered out from the startup record in screening time interval should
Use program；
Second screening unit, for the application program for being filtered out, is sieved according to the number of starts of the application program
It is N number of application program big preceding N to select the number of starts.
Further, the determining module is used for：
Using present system time as origin, forwardly and/or backwardly extend default time span, when obtaining with the system
Between corresponding screening time it is interval.
Further, the recommendation apparatus also includes：
Update module, for when the mobile terminal starts application program, generating the startup record of the application program,
And the startup record is added in default history startup list.
Further, the update module is additionally operable to：
According to default time interval, the startup record outside the specified historical time scope that present system time rises is deleted,
Start list to update the history.
The embodiment of the present invention additionally provides a kind of computer-readable recording medium, is stored thereon with computer program, the journey
The step described in the recommendation method of above-described application program is realized when sequence is as computing device.
The embodiment of the present invention additionally provides a kind of mobile terminal, including memory, processor and stores on a memory simultaneously
The computer program that can be run on a processor, it is characterised in that described in the computing device during computer program realize with
Lower step：
When receiving predetermined triggering information, determine that the corresponding screening time of present system time is interval；
The startup record of each application program is obtained, the record that starts includes the startup time of each application program；
Based on the startup time, answering of starting in the screening time is interval is filtered out in record from described start
Use program；
The quick entrance of the filtered out application program of display, so that obtaining user can be opened by triggering the quick entrance
Move corresponding application program.
The embodiment of the present invention starts record by setting, and including each in mobile terminal in the startup record applies journey
The startup time of sequence；When receiving predetermined triggering information, determine that corresponding screening time is interval according to present system time；
Then the startup record of each application program is obtained；Based on the startup time, filtered out from described start in record described
The application program started in screening time interval；The quick entrance of filtered out application program is finally shown, so that handy
Family can start corresponding application program by triggering the quick entrance；It is achieved thereby that according to the use habit of user to
The application program that user commonly uses in current slot is recommended at family, has effectively been assisted user to search and has been enabled application program.
Brief description of the drawings
In order to illustrate more clearly about the embodiment of the present invention or technical scheme of the prior art, below will be to embodiment or existing
There is the accompanying drawing used required in technology description to be briefly described, it should be apparent that, drawings in the following description are only this
Some embodiments of invention, for those of ordinary skill in the art, on the premise of not paying creative work, can be with
Other accompanying drawings are obtained according to these accompanying drawings.
Fig. 1 is the implementation process figure of the recommendation method for the application program that first embodiment of the invention is provided；
Fig. 2 be first embodiment of the invention provide application program recommendation method in step S102 implementation process figure；
Fig. 3 is the icon output schematic diagram for the application program to be recommended that first embodiment of the invention is provided；
Fig. 4 is the schematic block diagram of the recommendation apparatus for the application program that second embodiment of the invention is provided；
Fig. 5 is the schematic block diagram for the mobile terminal that third embodiment of the invention is provided；
Fig. 6 is the schematic block diagram for the mobile terminal that fourth embodiment of the invention is provided.
Embodiment
In order to make the purpose , technical scheme and advantage of the present invention be clearer, it is right below in conjunction with drawings and Examples
The present invention is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, and
It is not used in the restriction present invention.
Fig. 1 shows the implementation process of the recommendation method for the application program that first embodiment of the invention is provided.
In embodiments of the present invention, the recommendation method of the application program is applied to mobile terminal, the mobile terminal bag
Include but be not limited to smart mobile phone, tablet personal computer, learning machine etc..
Refering to Fig. 1, the recommendation method of the application program includes：
In step S101, when receiving predetermined triggering information, the corresponding screening time of present system time is determined
It is interval.
Herein, the embodiment of the present invention starts quick recommendation function according to predetermined triggering information, and loading is quick to start boundary
Face.The quick startup interface is suspended on the desktop of mobile terminal, and current system time and journey is applied for showing
The quick entrance of sequence.Mobile terminal sets the corresponding screening time of present system time interval on backstage.In the embodiment of the present invention
In, the screening time interval is the period forwardly and/or backwardly extended centered on the present system time, is used
In filtering out user in the present system time application program most possibly to be started.It is alternatively possible to when presetting screening
Between interval time span.When setting screening time interval, using present system time as origin, forwardly and/or backwardly extend
The default time span, obtains screening time corresponding with the system time interval.Exemplarily, it is assumed that during current system
Between be t, the time span be Δ t, if extending default time span forward with present system time, t+ Δ t can be obtained,
Corresponding screening time interval is [t, t+ Δ t]；If being extended back default time span with present system time, it can obtain
T- Δs t, corresponding screening time interval is [t- Δs t, t]；If extended forwardly and rearwardly with present system time default simultaneously
Time span, then can respectively obtain t+ Δ t, t- Δs t, corresponding screening time interval is [t- Δs t, t+ Δ t].
In step s 102, the startup record of each application program is obtained, the record that starts includes each application program
The startup time.
In embodiments of the present invention, the startup is recorded as the history start-up operation of application program on mobile terminal, each
Bar, which starts record, includes application name and corresponding startup time.
Compare the mobile terminal user of rule for the daily schedule, it also compares fixation using the time of mobile terminal, and
Operation mobile terminal completes some events and there is certain rule., typically can in the morning (such as 7. -9 point) such as young man
Chatted using social class application program, or news is read using media class application program；(such as 11. -13 point) is used at noon
Take-away class application program, which places an order, orders take-away, or is played games using game class application program；(such as 20. -22 point) is used at night
Move class application program and carry out body-building record.
The embodiment of the present invention is by recording history start-up operation of the user on mobile terminals to application program, to analyze
The rule of application program is used for each user.No matter user starts application program using which kind of mode, the present invention is implemented
The application program that example can all record the startup time of this startup and be started when starting application program.Exemplarily,
It can be recorded using following form：<Startup time, APP>.When the startup time includes year, month, day and is specific
Carve.Morning 8 of the such as user on 2 23rd, 2017：20 start today's tops client, then are recorded as<2017-02-23,
8：20, today's tops>.
In step s 103, based on the startup time, filtered out from described start in record in the screening time area
The interior application program started.
As it was previously stated, the embodiment of the present invention shows present system time on the quick startup interface, and backstage is set
Put the corresponding screening time of present system time interval, then obtained according to the record that starts in screening time interval
The application program started, the application program that the application program then starts for the current most probable of user.
Exemplarily, Fig. 2 show first embodiment of the invention provide application program recommendation method in step S103
Implement flow.Refering to Fig. 2, the S103 includes：
In step s 201, from the application journey for starting and filtering out and starting in screening time interval in record
Sequence.
After it is determined that screening time is interval, travels through each and start record, judge whether the startup time falls in the sieve
Select in time interval, that is, judge value at the time of in the startup time whether be more than the interval minimum value of the screening time and/
Or the maximum interval less than the screening time.If when, then the startup time corresponding application program is obtained, so that
All application programs started to user in the corresponding screening time interval of present system time.
In step S202, for the application program filtered out, filtered out according to the number of starts of the application program
The number of starts is the big N number of application programs of preceding N.
All application programs started for user in screening time interval, count each and apply journey respectively
The number of starts of the sequence in screening time interval.The number of starts reflects the frequency of use of each application program.
Acquired application program is ranked up according to descending order according to the number of starts, sorted higher
Application program, shows that it is higher in the frequency of use in screening time interval, user is in the screening time is interval
The probability for starting the application program is bigger；Otherwise, sort lower application program, shows it interval in the screening time
Interior frequency of use is lower, and the probability that user starts the application program in the screening time is interval is smaller.It is of the invention real
Apply example acquisition and arrange most preceding N number of application program as application program to be recommended.Wherein, the N is the positive integer more than zero.
Exemplarily, according to test of many times, the N is preferably 4, i.e., obtained according to ranking results and arrange most preceding 4 application programs work
For application program to be recommended.
In step S104, the quick entrance of filtered out application program is shown, can be by triggering so as to obtain user
Quick entrance is stated to start corresponding application program.
Herein, the quick entrance includes but is not limited to the icon of application program.The embodiment of the present invention is being loaded
The icon of the application program to be recommended is exported on quick startup interface, to recommend user.Alternatively, the icon can be with
Shown with the one kind in mode or its combination such as highlighting, amplifying, flash, beat.Fig. 3 shows that the present invention first is implemented
The icon output schematic diagram for the application program to be recommended that example is provided.Mobile terminal is according to user on the quick startup interface
Corresponding application program is started to the trigger action of icon, meanwhile, record the application program of this startup and its corresponding startup
Time, stored as a new startup record.
Alternatively, in order to ensure application program recommend accuracy and data processing efficiency, the embodiment of the present invention with
History starts the mode of list and starts record to store.And gone through according to updating the start-up operation of application program on mobile terminal
History starts list.The recommendation method can also include：
When the mobile terminal starts application program, the startup record of the application program is generated, and start described
Record is added to default history and started in list.
Herein, it is mobile whole no matter the application program is to be started by quick entrance or started by conventional mouth
End generation starts record, and is added in default history startup list.
Alternatively, in order to avoid excessive history starts the memory space that record takes mobile terminal, the embodiment of the present invention
The history can also be updated according to default time interval start list.The recommendation method can also include：
According to default time interval, the startup record outside the specified historical time scope that present system time rises is deleted,
Start list to update the history.
Herein, the startup record that the embodiment of the present invention is chosen in the range of the specified historical time at current time is analyzed
User uses the rule of application program, i.e., starting list with the startup record composition history in the range of the specified historical time comes
And then recommendation is analyzed, and delete the startup record in addition to the specified historical time scope that present system time rises.Exemplarily, institute
Specified historical time is stated to may range from one week.If current time is 2017-02-23 10:30, then obtain present system time
The startup record in one week is played, that is, obtains 2017-02-16 10:30 arrive 2017-02-23 10:Startup record in 30, composition
Start list, and delete 2017-02-16 10:Startup record before 30.
In summary, the embodiment of the present invention starts record by setting, and described start includes in mobile terminal in record
The startup time of each application program；When receiving predetermined triggering information, corresponding sieve is determined according to present system time
Select time interval；Then the startup record of each application program is obtained；Based on the startup time, sieved from described start in record
Select the application program started in screening time interval；Finally show fast entering for filtered out application program
Mouthful, so that corresponding application program can be started by triggering the quick entrance by obtaining user；It is achieved thereby that according to user's
Use habit recommends the application program that user commonly uses in current slot to user, and effectively having assisted user to search and enable should
Use program.
It should be understood that in the above-described embodiments, the size of the sequence number of each step is not meant to the priority of execution sequence, each step
Rapid execution sequence should determine that the implementation process without tackling the embodiment of the present invention constitutes any limit with its function and internal logic
It is fixed.
It should be noted that one of ordinary skill in the art will appreciate that realizing all or part of step of above-described embodiment
It can be completed by hardware, the hardware of correlation can also be instructed to complete by program, described program can be stored in one
Plant in computer-readable recording medium, the storage medium can be read-only storage, disk or CD etc..
Fig. 4 shows the schematic block diagram of the recommendation apparatus for the application program that second embodiment of the invention is provided, in order to just
In explanation, the part related to the embodiment of the present invention illustrate only.
In embodiments of the present invention, the recommendation apparatus of the application program is used to realize above-mentioned Fig. 1 institutes into Fig. 2 embodiments
The recommendation method for the application program stated, can be the software unit, hardware cell or software and hardware combining for being built in mobile terminal
Unit.The mobile terminal includes but is not limited to intelligent smart mobile phone, tablet personal computer, learning machine etc..
Refering to Fig. 4, the recommendation apparatus of the application program includes：
Determining module 41, for when receiving predetermined triggering information, determining during the corresponding screening of present system time
Between it is interval；
Acquisition module 42, the startup for obtaining each application program is recorded, and the startup record includes each and applies journey
The startup time of sequence；
Screening module 43, for based on the startup time, being filtered out from described start in record in the screening time
The application program started in interval；
Display module 44, the quick entrance for showing filtered out application program, so that triggering can be passed through by obtaining user
The quick entrance starts corresponding application program.
In embodiments of the present invention, the determining module 41 starts quick recommendation function according to predetermined triggering information, and
Load quick startup interface.The quick startup interface is suspended on the desktop of mobile terminal, the current system for showing
Time and the quick entrance of application program.The determining module 41 is also in the corresponding screening of backstage setting present system time
Between it is interval, the screening time interval is used to filter out user in the present system time application program most possibly to be started.
Therefore, the determining module 41 specifically for：
Using present system time as origin, forwardly and/or backwardly extend default time span, when obtaining with the system
Between corresponding screening time it is interval.
It is alternatively possible to preset the interval time span of screening time.When setting screening time interval, with current
System time is origin, forwardly and/or backwardly extends the default time span, obtains screening corresponding with the system time
Time interval.Exemplarily, it is assumed that present system time is t, the time span is Δ t, then the screening time interval can
Think [t- Δs t, t+ Δ t], [t, t+ Δ t] or [t- Δs t, t].
Then the startup for obtaining each application program by the acquisition module 42 is recorded.In embodiments of the present invention, institute
State to start and be recorded as the history start-up operation of application program on mobile terminal, each start record include application name with
And the corresponding startup time.Compare the mobile terminal user of rule for the daily schedule, it is also compared using the time of mobile terminal
Relatively fix, and operation mobile terminal completes some events and there is certain rule., typically can be in the morning such as young man
(such as 7. -9 point) is chatted using social class application program, or reads news using media class application program；At noon (such as 11
The point of point -13) placed an order using take-away class application program and order take-away, or played games using game class application program；At night (such as 20
The point of point -22) carry out body-building record using motion class application program.The embodiment of the present invention is right on mobile terminals by recording user
The history start-up operation of application program, to analyze the rule that application program is used for each user.No matter user uses
Which kind of mode starts application program, and the embodiment of the present invention can all record the startup time of this startup when starting application program
And the application program started.Exemplarily, it can be recorded using following form：<Startup time, APP>.It is described to open
At the time of the dynamic time includes year, month, day and is specific.Such as user starts today's tops client in the morning, then is recorded as<
2017-02-23,8：20, today's tops>.
The screening module 43 starts the application journey that record acquisition started in screening time interval according to described
Sequence, the application program that the application program then starts as the current most probable of user.
As the preferred exemplary of the present invention, the screening module 43 can also include：
First screening unit 431, started for being filtered out from the startup record in screening time interval
Application program.
Second screening unit 432, for the application program for being filtered out, according to the number of starts of the application program
It is N number of application program big preceding N to filter out the number of starts.
After it is determined that screening time is interval, first screening unit 431 travels through each and starts record, judges to start
Whether the time falls in the screening time is interval, that is, whether is more than the screening time at the time of judgement in the startup time
Interval minimum value and/or the maximum interval less than the screening time.If when, then obtain the startup time corresponding
Application program, so as to obtain all application programs that user started in the corresponding screening time section of present system time.It is right
In the application program obtained, second screening unit 432 counts its startup time in screening time interval respectively
Number.The number of starts reflects the frequency of use of each application program.Then according to the number of starts according to descending suitable
Application program acquired in ordered pair is ranked up.The higher application program of sequence, shows it in the screening time is interval
Frequency of use it is higher, the probability that user starts the application program in the screening time is interval is bigger；Sequence is lower
Application program, shows that it is lower in the frequency of use in screening time interval, user is in the screening time is interval
The probability for starting the application program is smaller.The embodiment of the present invention, which is obtained, arranges most preceding N number of application program as to be recommended
Application program.Wherein, the N is the positive integer more than zero.Exemplarily, according to test of many times, the N is preferably 4, i.e. basis
Ranking results acquisition arranges 4 most preceding application programs and is used as application program to be recommended.
Finally, the quick entrance of filtered out application program is shown by display module 44.Herein, the quick entrance
The including but not limited to icon of application program.The embodiment of the present invention exports described to be recommended on the quick startup interface loaded
Application program icon, to recommend user.Alternatively, the icon can be the mode such as to highlight, amplify, flash, beat
In one kind or its combination shown.Triggering of the mobile terminal according to user to icon on the quick startup interface is grasped
Make to start corresponding application program, meanwhile, the application program of this startup and its corresponding startup time are recorded, it is new as one
Startup record.
Alternatively, in order to ensure application program recommend accuracy and data processing efficiency, the embodiment of the present invention with
History starts the mode of list and starts record to store.And gone through according to updating the start-up operation of application program on mobile terminal
History starts list.The recommendation apparatus also includes：
Update module 45, for when the mobile terminal starts application program, generating the startup note of the application program
Record, and the startup record is added in default history startup list.
Alternatively, in order to avoid excessive history starts the memory space that record takes mobile terminal, the embodiment of the present invention
The history can also be updated according to default time interval start list.The update module 45 is additionally operable to：
According to default time interval, the startup record outside the specified historical time scope that present system time rises is deleted,
Start list to update the history.
It should be noted that the mobile terminal in the embodiment of the present invention can be used for realizing it is complete in above method embodiment
Portion's technical scheme, the function of its each functional module can be implemented according to the method in above method embodiment, and its is specific
Implementation process can refer to the associated description in examples detailed above, and here is omitted.
It is the schematic block diagram for the mobile terminal that third embodiment of the invention is provided referring to Fig. 5.The movement as depicted
Terminal can include：One or more processors 501 (only show one) in figure；One or more input equipments 502 are (in figure only
Show one), one or more output equipments 503 (one is only shown in figure), memory 504 and it is stored on memory 504
And the computer program that can be run on processor 501.Above-mentioned processor 501, input equipment 502, output equipment 503, storage
Device 504 is connected by bus 506.Memory 504 is used for store instruction, and processor 501 is used for the finger for performing the storage of memory 504
Order.Wherein, following steps are realized when the processor 501 performs the computer program：Receiving predetermined triggering information
When, determine that the corresponding screening time of present system time is interval；The startup record of each application program is obtained, it is described to start record
The startup time including each application program；Based on the startup time, filtered out from described start in record in the screening
The application program started in time interval；The quick entrance of the filtered out application program of display, so that obtaining user can pass through
The quick entrance is triggered to start corresponding application program.
Alternatively, it is described to be based on the startup time, filtered out from described start in record in screening time interval
The application program inside started includes：
From the application program for starting and filtering out and starting in screening time interval in record；
For the application program filtered out, the number of starts is filtered out for preceding N according to the number of starts of the application program
Big N number of application program.
Alternatively, the corresponding screening time interval of the determination present system time includes：
Using present system time as origin, forwardly and/or backwardly extend default time span, when obtaining with the system
Between corresponding screening time it is interval.
Alternatively, the processor 501 is additionally operable to：
When the mobile terminal starts application program, the startup record of the application program is generated, and start described
Record is added to default history and started in list.
Alternatively, the processor 501 is additionally operable to：
According to default time interval, the startup record outside the specified historical time scope that present system time rises is deleted,
Start list to update the history.
It should be appreciated that in embodiments of the present invention, alleged processor 501 can be CPU (Central
Processing Unit, CPU) and/or graphics processor (Graphic Processing Unit, GPU), can also be in this base
Other general processors are combined on plinth, it is digital signal processor (Digital Signal Processor, DSP), special integrated
Circuit (Application Specific Integrated Circuit, ASIC), ready-made programmable gate array (Field-
Programmable Gate Array, FPGA) or other PLDs, discrete gate or transistor logic,
Discrete hardware components etc..
Input equipment 502 can include Trackpad, fingerprint adopt sensor (finger print information that is used to gathering user and fingerprint
Directional information), microphone, communication module (such as Wi-Fi module, 2G/3G/4G mixed-media network modules mixed-medias), physical button etc..
Output equipment 503 can include display (LCD etc.), loudspeaker etc..Wherein, display can be used for display by user
The information of input is supplied to information of user etc..Display may include display panel, optionally, can use liquid crystal display
(Liquid Crystal Display, LCD), Organic Light Emitting Diode (Organic Light-Emitting Diode,
) etc. OLED form configures display panel.Further, above-mentioned touch-screen can be covered over the display, when touch-screen is detected
After touch operation on or near it, processor 501 is sent to determine the type of touch event, with preprocessor 501
Corresponding visual output is provided over the display according to the type of touch event.
In the specific implementation, processor 501, input equipment 502, output equipment 503 described in the embodiment of the present invention, depositing
Reservoir 504 can perform the implementation described in the embodiment of the recommendation method of application program provided in an embodiment of the present invention,
It will not be repeated here.
Fig. 6 is a kind of schematic block diagram for mobile terminal that fourth embodiment of the invention is provided, and the mobile terminal can be used
In the recommendation method for the application program for implementing to provide in above-described embodiment.
As shown in fig. 6, mobile terminal 1 200 can include RF (Radio Frequency, radio frequency) circuit 110, include
The memory 120 of one or more (one is only shown in figure) computer-readable recording mediums, input block 130, display
Unit 140, sensor 150, voicefrequency circuit 160, transport module 170, include one or more than one (only shows one in figure
It is individual) processor 180 and the grade part of power supply 190 of processing core.It will be understood by those skilled in the art that the shifting shown in Fig. 6
The dynamic structure of terminal 1200 does not constitute the restriction to mobile terminal 1 200, can include parts more more or less than diagram, or
Person combines some parts, or different part arrangements.Wherein：
RF circuits 110 are used to receiving and sending electromagnetic wave, realize the mutual conversion of electromagnetic wave and electric signal, so that with leading to
News network or other equipment are communicated.RF circuits 110 may include the various existing circuit elements for being used to perform these functions
Part, for example, antenna, RF transceiver, digital signal processor, encryption/deciphering chip, subscriber identity module (SIM) card, storage
Device etc..RF circuits 110 can be communicated or by wireless with various networks such as internet, intranet, wireless network
Network is communicated with other equipment.Above-mentioned wireless network may include cellular telephone networks, WLAN or Metropolitan Area Network (MAN).
Above-mentioned wireless network can use various communication standards, agreement and technology, including but not limited to global system for mobile communications
(Global System for Mobile Communication, GSM), enhanced mobile communication technology (Enhanced Data
GSM Environment, EDGE), Wideband CDMA Technology (wideband code division multiple
Access, W-CDMA), CDMA (Code division access, CDMA), TDMA (time
Division multiple access, TDMA), adopting wireless fidelity technology (Wireless, Fidelity, WiFi) (such as U.S.'s electricity
Gas and Electronic Engineering Association standard IEEE 802.11a, IEEE 802.11b, IEEE802.11g and/or IEEE
802.11n), the networking telephone (Voice over internet protocal, VoIP), worldwide interoperability for microwave accesses
(Worldwide Interoperability for Microwave Access, Wi-Max), other be used for mail, IMU
The agreement of news and short message, and any other suitable communications protocol, or even may include that those are not developed currently yet
Agreement.
Memory 120 can be used for storage software program and module, as the corresponding programmed instruction of method in above-mentioned embodiment/
Module, processor 180 is stored in software program and module in memory 120 by operation, so that during according to current system
Between the application program that is used to the current most probable of user recommended user.Memory 120 may include high speed random access memory, can also wrap
Nonvolatile memory is included, such as one or more magnetic storage device, flash memory or other non-volatile solid state memories.
In some instances, memory 120 can further comprise the memory remotely located relative to processor 180, and these are remotely deposited
Reservoir can pass through network connection to mobile terminal 1 200.The example of above-mentioned network includes but is not limited to internet, enterprises
Net, LAN, mobile radio communication and combinations thereof.
Input block 130 can be used for the numeral or character information for receiving input, and generation to be set with user and function
The relevant keyboard of control, mouse, action bars, optics or the input of trace ball signal.Specifically, input block 130 may include to touch
Sensitive surfaces 131 and other input equipments 132.Touch sensitive surface 131, also referred to as touch display screen or Trackpad, collect and use
(such as user is using any suitable objects such as finger, stylus or annex in touch-sensitive table for touch operation of the family on or near it
Operation on face 131 or near touch sensitive surface 131), and corresponding attachment means are driven according to formula set in advance.It is optional
, touch sensitive surface 131 may include both touch detecting apparatus and touch controller.Wherein, touch detecting apparatus detection is used
The touch orientation at family, and the signal that touch operation is brought is detected, transmit a signal to touch controller；Touch controller is from touch
Touch information is received in detection means, and is converted into contact coordinate, then gives processor 180, and can reception processing device 180
The order sent simultaneously is performed.Furthermore, it is possible to using polytypes such as resistance-type, condenser type, infrared ray and surface acoustic waves
Realize touch sensitive surface 131.Except touch sensitive surface 131, input block 130 can also include other input equipments 132.Specifically,
Other input equipments 132 can include but is not limited to physical keyboard, function key (such as volume control button, switch key etc.),
One or more in trace ball, mouse, action bars etc..
Display unit 140 can be used for the information and mobile terminal for showing the information inputted by user or being supplied to user
1200 various graphical user interface, these graphical user interface can be by figure, text, icon, video and its any combination
To constitute.Display unit 140 may include display panel 141, optionally, can use LCD (Liquid Crystal
Display, liquid crystal display), the form such as OLED (Organic Light-Emitting Diode, Organic Light Emitting Diode) comes
Configure display panel 141.Further, touch sensitive surface 131 can cover display panel 141, when touch sensitive surface 131 is detected at it
On or near touch operation after, send processor 180 to determine the type of touch event, with preprocessor 180 according to touch
The type for touching event provides corresponding visual output on display panel 141.Although in figure 6, touch sensitive surface 131 and display surface
Plate 141 is that input and output function are realized as two independent parts, but in some embodiments it is possible to by touch-sensitive table
Face 131 and display panel 141 are integrated and realize input and output function.
Mobile terminal 1 200 may also include at least one sensor 150, such as optical sensor, motion sensor and other
Sensor.Specifically, optical sensor may include ambient light sensor and proximity transducer, wherein, ambient light sensor can basis
The light and shade of ambient light adjusts the brightness of display panel 141, proximity transducer can when mobile terminal 1 200 is moved in one's ear,
Close display panel 141 and/or backlight.As one kind of motion sensor, gravity accelerometer can detect all directions
The size of upper (generally three axles) acceleration, can detect that size and the direction of gravity when static, available for detection angle of inclination,
And application (such as horizontal/vertical screen switching, dependent game, magnetometer pose calibrating), the related work(of Vibration identification of identification mobile phone posture
Energy (such as pedometer, percussion) etc.；The gyroscope that can also configure as mobile terminal 1 200, barometer, hygrometer, thermometer,
The other sensors such as infrared ray sensor, will not be repeated here.
Voicefrequency circuit 160, loudspeaker 161, the audio that microphone 162 can be provided between user and mobile terminal 1 200 connect
Mouthful.Electric signal after the voice data received conversion can be transferred to loudspeaker 161, by loudspeaker 161 by voicefrequency circuit 160
Be converted to voice signal output；On the other hand, the voice signal of collection is converted to electric signal by microphone 162, by voicefrequency circuit
160 receive after be converted to voice data, then after voice data output processor 180 is handled, through RF circuits 110 to be sent to ratio
Such as another terminal, or voice data is exported to memory 120 so as to further processing.Voicefrequency circuit 160 is also possible that
Earphone jack, to provide the communication of peripheral hardware earphone and mobile terminal 1 200.
Mobile terminal 1 200 can help user to send and receive e-mail by transport module 170 (such as WiFi module), clear
Look at and webpage and access streaming video etc., it has provided the user wireless broadband internet and accessed.Although Fig. 6 shows transmission mould
Block 170, but it is understood that, it is simultaneously not belonging to must be configured into for mobile terminal 1 200, completely can be as needed not
Change in the essential scope of invention and omit.
Processor 180 is the control centre of mobile terminal 1 200, utilizes each of various interfaces and connection whole mobile phone
Individual part, by operation or performs and is stored in software program and/or module in memory 120, and calls and be stored in storage
Data in device 120, perform the various functions and processing data of mobile terminal 1 200, so as to carry out integral monitoring to mobile phone.Can
Choosing, processor 180 may include one or more processing cores；It is preferred that, processor 180 can integrated application processor and modulation
Demodulation processor, wherein, application processor mainly handles operating system, user interface and application program etc., modulation /demodulation processing
Device mainly handles radio communication.It is understood that above-mentioned modem processor can not also be integrated into processor 180.
Mobile terminal 1 200 also includes the power supply 190 (such as battery) powered to all parts, it is preferred that power supply can lead to
Cross power-supply management system and processor 180 be logically contiguous, thus by power-supply management system realize management charging, electric discharge and
The functions such as power managed.Power supply 190 can also include one or more direct current or AC power, recharging system, electricity
The random component such as source failure detector circuit, power supply changeover device or inverter, power supply status indicator.
Although not shown, mobile terminal 1 200 can also include camera, bluetooth module etc., will not be repeated here.Specifically
In the present embodiment, the display unit of mobile terminal is touch-screen display, and mobile terminal also includes memory, and one
Or more than one program, one of them or more than one program storage in memory, and be configured to by one or
More than one computing device of person states one or more than one program bag contains the instruction for being used for being operated below：
When receiving predetermined triggering information, determine that the corresponding screening time of present system time is interval；
The startup record of each application program is obtained, the record that starts includes the startup time of each application program；
Based on the startup time, answering of starting in the screening time is interval is filtered out in record from described start
Use program；
The quick entrance of the filtered out application program of display, so that obtaining user can be opened by triggering the quick entrance
Move corresponding application program.
Assuming that above-mentioned is the first possible embodiment, then provided based on the first possible embodiment
Second of possible embodiment in, in the memory of the mobile terminal, also comprising for performing the instruction operated below：
It is described to be based on the startup time, filter out and started in screening time interval from the startup record
Application program include：
From the application program for starting and filtering out and starting in screening time interval in record；
For the application program filtered out, the number of starts is filtered out for preceding N according to the number of starts of the application program
Big N number of application program.
In the third the possible embodiment provided based on the first possible embodiment, the movement
In the memory of terminal, also comprising for performing the instruction operated below：
It is described to determine that the corresponding screening time interval of present system time includes：
Using present system time as origin, forwardly and/or backwardly extend default time span, when obtaining with the system
Between corresponding screening time it is interval.
The first, provide based on second or the third possible embodiment the 4th kind possible implement
In mode, in the memory of the mobile terminal, also comprising for performing the instruction operated below, the recommendation method is also wrapped
Include：
When the mobile terminal starts application program, the startup record of the application program is generated, and start described
Record is added to default history and started in list.
In the 5th kind of possible embodiment provided based on the 4th kind of possible embodiment, the movement
In the memory of terminal, also comprising for performing the instruction operated below, the recommendation method also includes：
According to default time interval, the startup record outside the specified historical time scope that present system time rises is deleted,
Start list to update the history.
In summary, the embodiment of the present invention starts record by setting, and described start includes in mobile terminal in record
The history of each application program starts the time；When receiving predetermined triggering information, correspondence is determined according to present system time
Screening time it is interval；Then the startup record of each application program is obtained；Based on the startup time, record is started from described
In filter out the application program that started in screening time interval；Finally show the quick of filtered out application program
Entrance, so that corresponding application program can be started by triggering the quick entrance by obtaining user；It is achieved thereby that according to user
Use habit recommend the application program commonly used of user in current slot to user, effectively assisted user to search and enable
Application program.
Those of ordinary skill in the art are it is to be appreciated that the list of each example described with reference to the embodiments described herein
Member and algorithm steps, can be realized with the combination of electronic hardware or computer software and electronic hardware.These functions are actually
Performed with hardware or software mode, depending on the application-specific and design constraint of technical scheme.Professional and technical personnel
Described function can be realized using distinct methods to each specific application, but this realization is it is not considered that exceed
The scope of the present invention.
It is apparent to those skilled in the art that, for convenience and simplicity of description, the module of foregoing description
With the specific work process of unit, the corresponding process in preceding method embodiment is may be referred to, be will not be repeated here.
In several embodiments provided herein, it should be understood that disclosed method, device, storage medium and
Mobile terminal, can be realized by another way.For example, embodiments described above is only schematical, for example, institute
Module, the division of unit are stated, only a kind of division of logic function there can be other dividing mode, for example when actually realizing
Multiple units or component can combine or be desirably integrated into another system, or some features can be ignored, or not perform.Separately
A bit, shown or discussed coupling or direct-coupling or communication connection each other can be by some interfaces, module
Or INDIRECT COUPLING or the communication connection of unit, can be electrical, machinery or other forms.
The unit illustrated as separating component can be or may not be it is physically separate, it is aobvious as unit
The part shown 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 selected to realize the mesh of this embodiment scheme according to the actual needs
's.
In addition, each functional unit, module in each embodiment of the invention can be integrated in a processing unit,
Can be that unit, module are individually physically present, can also two or more units, module be integrated in a unit
In.
If the function is realized using in the form of SFU software functional unit and is used as independent production marketing or in use, can be with
It is stored in a computer read/write memory medium.Understood based on such, 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 to cause a computer equipment (can be individual
People's computer, server, or network equipment etc.) perform all or part of step of each of the invention embodiment methods described.
And foregoing storage medium includes：USB flash disk, mobile hard disk, read-only storage (ROM, Read-Only Memory), arbitrary access are deposited
Reservoir (RAM, Random Access Memory), magnetic disc or CD etc. are various can be with the medium of store program codes.
The foregoing is only a specific embodiment of the invention, but protection scope of the present invention is not limited thereto, any
Those familiar with the art the invention discloses technical scope in, change or replacement can be readily occurred in, should all be contained
Cover within protection scope of the present invention.Therefore, protection scope of the present invention should be based on the protection scope of the described claims.
Claims (10)
1. a kind of recommendation method of application program, it is characterised in that the recommendation method includes：
When receiving predetermined triggering information, determine that the corresponding screening time of present system time is interval；
The startup record of each application program is obtained, the record that starts includes the startup time of each application program；
Based on the startup time, from the application journey for starting and filtering out and starting in screening time interval in record
Sequence；
The quick entrance of the filtered out application program of display so that user can be started pair by triggering the quick entrance
The application program answered.
2. the recommendation method of application program as claimed in claim 1, it is characterised in that described to be based on the startup time, from
Filtering out the application program started in screening time interval in the startup record includes：
From the application program for starting and filtering out and starting in screening time interval in record；
For the application program filtered out, it is N big preceding N to filter out the number of starts according to the number of starts of the application program
Individual application program.
3. the recommendation method of application program as claimed in claim 1, it is characterised in that the determination present system time correspondence
Screening time interval include：
Using present system time as origin, forwardly and/or backwardly extend default time span, obtain and the system time pair
The screening time answered is interval.
4. the recommendation method of the application program as described in any one of claims 1 to 3, it is characterised in that the recommendation method is also
Including：
When the mobile terminal starts application program, the startup record of the application program is generated, and described start is recorded
It is added to default history to start in list.
5. the recommendation method of application program as claimed in claim 4, it is characterised in that the recommendation method also includes：
According to default time interval, the startup record outside the specified historical time scope that present system time rises is deleted, with more
The new history starts list.
6. a kind of recommendation apparatus of application program, it is characterised in that the recommendation apparatus includes：
Determining module, for when receiving predetermined triggering information, determining that the corresponding screening time of present system time is interval；
Acquisition module, the startup for obtaining each application program is recorded, and the record that starts includes opening for each application program
The dynamic time；
Screening module, for based on the startup time, being filtered out from described start in record in the screening time is interval
The application program started；
Display module, the quick entrance for showing filtered out application program can be described fast by triggering so as to obtain user
Prompt entrance starts corresponding application program.
7. the recommendation apparatus of application program as claimed in claim 6, it is characterised in that the screening module includes：
First screening unit, for filtering out the application journey started in screening time interval in record from described start
Sequence；
Second screening unit, for the application program for being filtered out, is filtered out according to the number of starts of the application program
The number of starts is the big N number of application programs of preceding N.
8. the recommendation apparatus of application program as claimed in claim 6, it is characterised in that the determining module is used for：
Using present system time as origin, forwardly and/or backwardly extend default time span, obtain and the system time pair
The screening time answered is interval.
9. a kind of computer-readable recording medium, is stored thereon with computer program, it is characterised in that the program is held by processor
The step described in the recommendation method of application program described in any one of claim 1 to 5 is realized during row.
10. a kind of mobile terminal, including memory, processor and storage are on a memory and the calculating that can run on a processor
Machine program, it is characterised in that realize following steps during computer program described in the computing device：
When receiving predetermined triggering information, determine that the corresponding screening time of present system time is interval；
The startup record of each application program is obtained, the record that starts includes the startup time of each application program；
Based on the startup time, from the application journey for starting and filtering out and starting in screening time interval in record
Sequence；
The quick entrance of the filtered out application program of display so that user can be started pair by triggering the quick entrance
The application program answered.
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|---|---|---|---|
| CN201710254453.0A CN107092520B (en) | 2017-04-18 | 2017-04-18 | Recommended method, device, storage medium and the mobile terminal of application program |
Applications Claiming Priority (1)
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| CN201710254453.0A CN107092520B (en) | 2017-04-18 | 2017-04-18 | Recommended method, device, storage medium and the mobile terminal of application program |
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| CN107092520B CN107092520B (en) | 2019-07-19 |
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| CN108446059A (en) * | 2018-03-27 | 2018-08-24 | 努比亚技术有限公司 | The method, terminal and computer storage media fast applied are set |
| CN108769126A (en) * | 2018-04-28 | 2018-11-06 | 努比亚技术有限公司 | Using recommendation method, mobile terminal and computer readable storage medium |
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