CN107194732A - One kind application method for pushing, mobile terminal and computer-readable recording medium - Google Patents
One kind application method for pushing, mobile terminal and computer-readable recording medium Download PDFInfo
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- CN107194732A CN107194732A CN201710375060.5A CN201710375060A CN107194732A CN 107194732 A CN107194732 A CN 107194732A CN 201710375060 A CN201710375060 A CN 201710375060A CN 107194732 A CN107194732 A CN 107194732A
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- G—PHYSICS
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- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
- G06Q30/0251—Targeted advertisements
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- G—PHYSICS
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
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Abstract
The invention discloses one kind application method for pushing, counting user tries out the type of application and applies corresponding number of times on probation in the given time；Number of users interested is applied to new issue according to the data prediction of statistics；To the push frequency of user's increase new issue application advertising message interested, and addition link on probation is tried out for the user interested in the advertising message of push.The invention also discloses a kind of mobile terminal and computer-readable recording medium, solve the problem of new issue application can not recommend user in time according to the hobby of user in correlation technique, pass through the type and number of times of counting user application on probation, just it may know that the hobby of user, push new issue application in time according to the hobby of user, enable and new issue is tried out in time using user interested, improve Consumer's Experience.
Description
Technical field
The present invention relates to mobile communication technology field, more particularly to a kind of application method for pushing, mobile terminal and calculating
Machine readable storage medium storing program for executing.
Background technology
With the development and the popularization of terminal of internet, the customer group of terminal is increasing, while also being proposed to software
More intelligence, the demand of hommization.
In existing technology, terminal in fact a, although game machine or television set are used as by user, it is also possible to one
Learning machine, it is also possible to paradise as baby etc., more enjoyment are brought to our life.With communication product more
New to regenerate, mobile terminal (such as mobile phone, individual digital assistant PDA) has turned into the indispensable communication tool of people.Various sides
The function that persons who happens to be on hand for an errand live can realize that such as mobile TV, GPS, mobile payment etc. are required for movement on mobile terminals
Terminal is linked into internet and could realized.
With the fast development of electronic industry, mobile terminal intelligence degree more and more higher.Mobile terminal researches and develops company
Increasingly focus on intelligent, human oriented design.Under the fast-developing background of this mobile terminal, the operation readiness and human nature of terminal
Change is designed to the very important part of mobile terminal.
The heart, by installing application on a virtual machine, allows user to be connected remotely to be tried out on the virtual machine in the application
Scheme improve Consumer's Experience.But when applying redaction issue or brand-new restocking, typically can only be by each in promotional period
Kind of activity attracts user.But it is due to that the number of applications installed on virtual machine is limited, user is accessing answering for these new issues
Used time, to be applied be installed on virtual machine such as generally requiring could use.
In correlation technique, new issue application can not recommend user in time according to the hobby of user；Interesting use
Family, it is necessary to the time waited is more long, can reduce interest of the user to the application in issue application on probation new.
The problem of application can not recommend user in time according to the hobby of user, mesh are issued for new in correlation technique
It is preceding not yet to propose solution.
The content of the invention
It is a primary object of the present invention to propose a kind of application method for pushing, mobile terminal and computer-readable storage medium
Matter, it is intended to solve the problem of new issue application can not recommend user in time according to the hobby of user in correlation technique.
To achieve the above object, the embodiment of the present invention proposes one kind application method for pushing, including：
Counting user tries out the type of application and applies corresponding number of times on probation in the given time；
Number of users interested is applied to new issue according to the data prediction of statistics；
To the push frequency of user's increase new issue application advertising message interested, and in the advertising message of push
Middle addition link on probation is tried out for the user interested.
Preferably, in the push frequency to user's increase new issue application advertising message interested, and pushing
Advertising message in add link on probation for the user interested carry out it is on probation after, methods described also includes：
According to the resource of the number of users automatic governing virtual machine, the user interested is set most quickly to try out
The new issue application.
Preferably, in the resource according to the number of users automatic governing virtual machine, the user interested is enable
Most quickly try out after the new issue application, methods described also includes：
If the time of user's new issue application on probation reaches the threshold value set by system, the new issue is applied
It is automatically downloaded on the mobile terminal of user, when user determines to install, is completed without waiting for downloading.
Preferably, included according to the resource of the number of users automatic governing virtual machine：
The resources of virtual machine of needs is calculated according to the number of users；
Apply for the virtual machine of needs to high in the clouds, and the new issue be installed on the virtual machine to apply.
Preferably, counting user is tried out the type of application and included using corresponding number of times on probation in the given time：
For the type label of application on probation, when statistics application tries out frequency, bonus point is carried out according on probation person-time, and remember
Record the ID that user is tried out under each type label, time on probation, number of times on probation and frequency on probation.
Another aspect according to embodiments of the present invention, additionally provides a kind of mobile terminal, and the mobile terminal includes processing
Device, memory and communication bus；
The communication bus is used to realize the connection communication between processor and memory；
The processor is used to perform the application push products stored in memory, to realize following steps：
Counting user tries out the type of application and applies corresponding number of times on probation in the given time；
Number of users interested is applied to new issue according to the data prediction of statistics；
To the push frequency of user's increase new issue application advertising message interested, and in the advertising message of push
Middle addition link on probation is tried out for the user interested.
Preferably, the processor is additionally operable to execution application push products, to realize following steps：
In the push frequency to user's increase new issue application advertising message interested, and believe in the advertisement of push
Addition link on probation is carried out after trying out for the user interested in breath, according to the number of users automatic governing virtual machine
Resource, enable the user interested most quickly try out it is described it is new issue application.
Preferably, the processor is additionally operable to execution application push products, to realize following steps：
In the resource according to the number of users automatic governing virtual machine, the user interested is set most quickly to try
, will if the time of user's new issue application on probation reaches the threshold value set by system after the new issue application
The new issue application is automatically downloaded on the mobile terminal of user, when user determines to install, is completed without waiting for downloading.
Preferably, the processor is additionally operable to execution application push products, to realize following steps：
The resources of virtual machine of needs is calculated according to the number of users；
Apply for the virtual machine of needs to high in the clouds, and the new issue be installed on the virtual machine to apply.
Preferably, the processor is additionally operable to execution application push products, to realize following steps：
For the type label of application on probation, when statistics application tries out frequency, bonus point is carried out according on probation person-time, and remember
Record the ID that user is tried out under each type label, time on probation, number of times on probation and frequency on probation.
Another aspect according to embodiments of the present invention, additionally provides a kind of computer-readable recording medium, the computer
Readable storage medium storing program for executing is stored with one or more program, and one or more of programs can be by one or more processor
Perform, the step of to realize above-mentioned application method for pushing.
By the present invention, counting user tries out the type of application and applies corresponding number of times on probation in the given time；Root
Data prediction according to statistics applies number of users interested to new issue；To user's increase new issue application interested
The push frequency of advertising message, and addition link on probation is tried for the user interested in the advertising message of push
With solving in correlation technique the problem of new issue application can not recommend user in time according to the hobby of user, pass through
The type and number of times of counting user application on probation, just may know that the hobby of user, are pushed away in time according to the hobby of user
Send new issue application so that new issue can in time be tried out using user interested, Consumer's Experience is improved.
Brief description of the drawings
Fig. 1 is the hardware architecture diagram for realizing each optional mobile terminal of embodiment one of the invention；
Fig. 2 is the wireless communication system schematic diagram of mobile terminal as shown in Figure 1；
Fig. 3 is the flow chart of application method for pushing on probation according to embodiments of the present invention；
Fig. 4 is the flow chart of the ranking for calculating user's application on probation according to embodiments of the present invention；
Fig. 5 is the flow chart one of user according to embodiments of the present invention new issue application on probation；
Fig. 6 is the flowchart 2 of user according to embodiments of the present invention new issue application on probation；
Fig. 7 is the schematic diagram of new issue application message advertisement according to embodiments of the present invention；
Fig. 8 is the block diagram for the mobile terminal that new issue application according to embodiments of the present invention is pushed.
The realization, functional characteristics and advantage of the object of the invention will be described further referring to the drawings in conjunction with the embodiments.
Embodiment
It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, it is not intended to limit the present invention.
In follow-up description, the suffix using such as " module ", " part " or " unit " for representing element is only
Be conducive to the explanation of the present invention, itself there is no a specific meaning.Therefore, " module ", " part " or " unit " can be mixed
Ground is used.
Terminal can be implemented in a variety of manners.For example, the terminal described in the present invention can include such as mobile phone, flat board
Computer, notebook computer, palm PC, personal digital assistant (Personal Digital Assistant, PDA), portable
Media player (Portable Media Player, PMP), guider, wearable device, Intelligent bracelet, pedometer etc. are moved
Move the fixed terminals such as terminal, and numeral TV, desktop computer.
It will be illustrated in subsequent descriptions by taking mobile terminal as an example, it will be appreciated by those skilled in the art that except special
Outside element for moving purpose, construction according to the embodiment of the present invention can also apply to the terminal of fixed type.
Referring to Fig. 1, its hardware architecture diagram for a kind of mobile terminal of realization each embodiment of the invention, the shifting
Dynamic terminal 100 can include：RF (Radio Frequency, radio frequency) unit 101, WiFi module 102, audio output unit
103rd, A/V (audio/video) input block 104, sensor 105, display unit 106, user input unit 107, interface unit
108th, the part such as memory 109, processor 110 and power supply 111.It will be understood by those skilled in the art that shown in Fig. 1
Mobile terminal structure does not constitute the restriction to mobile terminal, and mobile terminal can be included than illustrating more or less parts,
Either combine some parts or different parts arrangement.
The all parts of mobile terminal are specifically introduced with reference to Fig. 1：
Radio frequency unit 101 can be used for receiving and sending messages or communication process in, the reception and transmission of signal, specifically, by base station
Downlink information receive after, handled to processor 110；In addition, up data are sent into base station.Generally, radio frequency unit 101
Including but not limited to antenna, at least one amplifier, transceiver, coupler, low-noise amplifier, duplexer etc..In addition, penetrating
Frequency unit 101 can also be communicated by radio communication with network and other equipment.Above-mentioned radio communication can use any communication
Standard or agreement, including but not limited to GSM (Global System of Mobile communication, global system for mobile telecommunications
System), GPRS (General Packet Radio Service, general packet radio service), CDMA2000 (Code
Division Multiple Access 2000, CDMA 2000), WCDMA (Wideband Code Division
Multiple Access, WCDMA), TD-SCDMA (Time Division-Synchronous Code
Division Multiple Access, TD SDMA), FDD-LTE (Frequency Division
Duplexing-Long Term Evolution, FDD Long Term Evolution) and TDD-LTE (Time Division
Duplexing-Long Term Evolution, time division duplex Long Term Evolution) etc..
WiFi belongs to short range wireless transmission technology, and mobile terminal can help user's transmitting-receiving electricity by WiFi module 102
Sub- mail, browse webpage and access streaming video etc., it has provided the user wireless broadband internet and accessed.Although Fig. 1 shows
Go out WiFi module 102, but it is understood that, it is simultaneously not belonging to must be configured into for mobile terminal, completely can be according to need
To be omitted in the essential scope for do not change invention.
Audio output unit 103 can be in call signal reception pattern, call mode, record mould in mobile terminal 1 00
When under the isotypes such as formula, speech recognition mode, broadcast reception mode, it is that radio frequency unit 101 or WiFi module 102 are received or
The voice data stored in memory 109 is converted into audio signal and is output as sound.Moreover, audio output unit 103
The audio output related to the specific function that mobile terminal 1 00 is performed can also be provided (for example, call signal receives sound, disappeared
Breath receives sound etc.).Audio output unit 103 can include loudspeaker, buzzer etc..
A/V input blocks 104 are used to receive audio or video signal.A/V input blocks 104 can include graphics processor
(Graphics Processing Unit, GPU) 1041 and microphone 1042,1041 pairs of graphics processor is in video acquisition mode
Or the view data progress of the static images or video obtained in image capture mode by image capture apparatus (such as camera)
Reason.Picture frame after processing may be displayed on display unit 106.Picture frame after being handled through graphics processor 1041 can be deposited
Storage is transmitted in memory 109 (or other storage mediums) or via radio frequency unit 101 or WiFi module 102.Mike
Wind 1042 can connect in telephone calling model, logging mode, speech recognition mode etc. operational mode via microphone 1042
Quiet down sound (voice data), and can be voice data by such acoustic processing.Audio (voice) data after processing can
To be converted to the form output that mobile communication base station can be sent to via radio frequency unit 101 in the case of telephone calling model.
Microphone 1042 can implement various types of noises and eliminate (or suppression) algorithm to eliminate (or suppression) in reception and send sound
The noise produced during frequency signal or interference.
Mobile terminal 1 00 also includes at least one sensor 105, such as optical sensor, motion sensor and other biographies
Sensor.Specifically, optical sensor includes ambient light sensor and proximity transducer, wherein, ambient light sensor can be according to environment
The light and shade of light adjusts the brightness of display panel 1061, and proximity transducer can close when mobile terminal 1 00 is moved in one's ear
Display panel 1061 and/or backlight.As one kind of motion sensor, accelerometer sensor can detect in all directions (general
For three axles) size of acceleration, size and the direction of gravity are can detect that when static, the application available for identification mobile phone posture
(such as horizontal/vertical screen switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, percussion) etc.；
The fingerprint sensor that can also configure as mobile phone, pressure sensor, iris sensor, molecule sensor, gyroscope, barometer,
The other sensors such as hygrometer, thermometer, infrared ray sensor, will not be repeated here.
Display unit 106 is used for the information for showing the information inputted by user or being supplied to user.Display unit 106 can be wrapped
Display panel 1061 is included, liquid crystal display (Liquid Crystal Display, LCD), Organic Light Emitting Diode can be used
Forms such as (Organic Light-Emitting Diode, OLED) configures display panel 1061.
User input unit 107 can be used for the numeral or character information for receiving input, and produce the use with mobile terminal
The key signals input that family is set and function control is relevant.Specifically, user input unit 107 may include contact panel 1071 with
And other input equipments 1072.Contact panel 1071, also referred to as touch-screen, collect touch operation of the user on or near it
(such as user is using any suitable objects such as finger, stylus or annex on contact panel 1071 or in contact panel 1071
Neighbouring operation), and corresponding attachment means are driven according to formula set in advance.Contact panel 1071 may include touch detection
Two parts of device and touch controller.Wherein, touch detecting apparatus detects the touch orientation of user, and detects touch operation band
The signal come, transmits a signal to touch controller；Touch controller receives touch information from touch detecting apparatus, and by it
It is converted into contact coordinate, then gives processor 110, and the order sent of reception processing device 110 and can be performed.In addition, can
To realize contact panel 1071 using polytypes such as resistance-type, condenser type, infrared ray and surface acoustic waves.Except contact panel
1071, user input unit 107 can also include other input equipments 1072.Specifically, other input equipments 1072 can be wrapped
Include but be not limited to physical keyboard, in function key (such as volume control button, switch key etc.), trace ball, mouse, action bars etc.
One or more, do not limit herein specifically.
Further, contact panel 1071 can cover display panel 1061, detect thereon when contact panel 1071 or
After neighbouring touch operation, processor 110 is sent to determine the type of touch event, with preprocessor 110 according to touch thing
The type of part provides corresponding visual output on display panel 1061.Although in Fig. 1, contact panel 1071 and display panel
1061 be input and the output function that mobile terminal is realized as two independent parts, but in certain embodiments, can
By contact panel 1071 and the input that is integrated and realizing mobile terminal of display panel 1061 and output function, not do specifically herein
Limit.
Interface unit 108 is connected the interface that can pass through as at least one external device (ED) with mobile terminal 1 00.For example,
External device (ED) can include wired or wireless head-band earphone port, external power source (or battery charger) port, wired or nothing
Line FPDP, memory card port, the port for connecting the device with identification module, audio input/output (I/O) end
Mouth, video i/o port, ear port etc..Interface unit 108 can be used for receiving the input from external device (ED) (for example, number
It is believed that breath, electric power etc.) and the input received is transferred to one or more elements in mobile terminal 1 00 or can be with
For transmitting data between mobile terminal 1 00 and external device (ED).
Memory 109 can be used for storage software program and various data.Memory 109 can mainly include storing program area
And storage data field, wherein, application program (the such as sound that storing program area can be needed for storage program area, at least one function
Sound playing function, image player function etc.) etc.；Storage data field can be stored uses created data (such as according to mobile phone
Voice data, phone directory etc.) etc..In addition, memory 109 can include high-speed random access memory, it can also include non-easy
The property lost memory, for example, at least one disk memory, flush memory device or other volatile solid-state parts.
Processor 110 is the control centre of mobile terminal, utilizes each of various interfaces and the whole mobile terminal of connection
Individual part, by operation or performs and is stored in software program and/or module in memory 109, and calls and be stored in storage
Data in device 109, perform the various functions and processing data of mobile terminal, so as to carry out whole monitoring to mobile terminal.Place
Reason device 110 may include one or more processing units；It is preferred that, processor 110 can integrated application processor and modulatedemodulate mediate
Device is managed, wherein, application processor mainly handles operating system, user interface and application program etc., and modem processor is main
Handle radio communication.It is understood that above-mentioned modem processor can not also be integrated into processor 110.
Mobile terminal 1 00 can also include the power supply 111 (such as battery) powered to all parts, it is preferred that power supply 111
Can be logically contiguous by power-supply management system and processor 110, so as to realize management charging by power-supply management system, put
The function such as electricity and power managed.
Although Fig. 1 is not shown, mobile terminal 1 00 can also will not be repeated here including bluetooth module etc..
For the ease of understanding the embodiment of the present invention, the communications network system that the mobile terminal of the present invention is based on is entered below
Row description.
Referring to Fig. 2, Fig. 2 is a kind of communications network system Organization Chart provided in an embodiment of the present invention, the communication network system
Unite as the LTE system of universal mobile communications technology, UE (User Equipment, use of the LTE system including communicating connection successively
Family equipment) 201, E-UTRAN (Evolved UMTS Terrestrial Radio Access Network, evolved UMTS lands
Ground wireless access network) 202, EPC (Evolved Packet Core, evolved packet-based core networks) 203 and operator IP operation
204。
Specifically, UE201 can be above-mentioned terminal 100, and here is omitted.
E-UTRAN202 includes eNodeB2021 and other eNodeB2022 etc..Wherein, eNodeB2021 can be by returning
Journey (backhaul) (such as X2 interface) is connected with other eNodeB2022, and eNodeB2021 is connected to EPC203,
ENodeB2021 can provide UE201 to EPC203 access.
EPC203 can include MME (Mobility Management Entity, mobility management entity) 2031, HSS
(Home Subscriber Server, home subscriber server) 2032, other MME2033, SGW (Serving Gate Way,
Gateway) 2034, PGW (PDN Gate Way, grouped data network gateway) 2035 and PCRF (Policy and
Charging Rules Function, policy and rate functional entity) 2036 etc..Wherein, MME2031 be processing UE201 and
There is provided carrying and connection management for the control node of signaling between EPC203.HSS2032 is all to manage for providing some registers
Such as function of attaching position register (not shown) etc, and some are preserved about the use such as service features, data rate
The special information in family.All customer data can be transmitted by SGW2034, and PGW2035 can provide UE 201 IP
Address is distributed and other functions, and PCRF2036 is strategy and the charging control strategic decision-making of business data flow and IP bearing resources
Point, it selects and provided available strategy and charging control decision-making with charge execution function unit (not shown) for strategy.
IP operation 204 can include internet, Intranet, IMS (IP Multimedia Subsystem, IP multimedia
System) or other IP operations etc..
Although above-mentioned be described by taking LTE system as an example, those skilled in the art it is to be understood that the present invention not only
Suitable for LTE system, be readily applicable to other wireless communication systems, such as GSM, CDMA2000, WCDMA, TD-SCDMA with
And following new network system etc., do not limit herein.
Based on above-mentioned mobile terminal hardware configuration and communications network system, each embodiment of the inventive method is proposed.
Embodiment 1
Based on above-mentioned mobile terminal, tried out the embodiments of the invention provide one kind and apply method for pushing, Fig. 3 is according to this
The flow chart one of the application method for pushing on probation of inventive embodiments, as shown in figure 3, this method comprises the following steps：
Step S301, counting user tries out the type of application and applies corresponding number of times on probation in the given time；
Step S302, number of users interested is applied according to the data prediction of statistics to new issue；
Step S303, to the push frequency of user's increase new issue application advertising message interested, and is being pushed
Advertising message in add link on probation and tried out for the user interested.
By above-mentioned steps, counting user tries out the type of application and applies corresponding number of times on probation in the given time；
Number of users interested is applied to new issue according to the data prediction of statistics；Increasing the new issue to user interested should
With the push frequency of advertising message, and add link on probation in the advertising message of push and tried for the user interested
With solving in correlation technique the problem of new issue application can not recommend user in time according to the hobby of user, pass through
The type and number of times of counting user application on probation, just may know that the hobby of user, are pushed away in time according to the hobby of user
Send new issue application so that new issue can in time be tried out using user interested, Consumer's Experience is improved.
In order to avoid causing the waste of resource, the new required resources of virtual machine taken of issue application is assessed, for sense
The push frequency of user's increase new issue application advertising message of interest, and the addition chain on probation in the advertising message of push
Connect and carried out for the user interested after trying out, methods described also includes：It is virtual according to the number of users automatic governing
The resource of machine, enables the user interested most quickly to try out the new issue application.Further, according to the user
The resource of quantity automatic governing virtual machine can include：The resources of virtual machine of needs is calculated according to the number of users；Xiang Yun
The virtual machine of application needs is held, and the new issue is installed on the virtual machine and is applied.
Preferably, in the resource according to the number of users automatic governing virtual machine, the user interested is enable
Most quickly try out after the new issue application, methods described also includes：If the time of user's new issue application on probation reaches
During threshold value set by system, then the new issue application is automatically downloaded on the mobile terminal of user, when user determines to pacify
During dress, completed without waiting for downloading.
Preferably, counting user is tried out the type of application and included using corresponding number of times on probation in the given time：Pin
To the type label of application on probation, when statistics application tries out frequency, bonus point is carried out according on probation person-time, and record each type
ID, time on probation, number of times on probation and the frequency on probation of user is tried out under label.
The embodiment of the present invention realizes quick recommendation and new issue on probation exempts to install application on probation, by being tried before user
With the type of application, number of times on probation, to predict the audience size of new issue application；For audient interested, improve and push newly
The frequency of issue application advertising message, and the addition link on probation in pushed information；According to the audience size of prediction, adjust automatically
Resource with virtual machine, it is ensured that user most can quickly try out the application newly issued.If user's new issue application on probation
Time reaches the threshold value set by system, then so when user, which clicks on, to install, then will need not using being automatically downloaded on mobile phone
Wait for downloads completion.
User tries out the data such as title, classification, number of times, the time of application in the heart in the application, is required for by interface
Form, recorded data analysis center.By data analysis center, statistics and analysis is carried out to data.The data of Main Analysis have,
In some period, number of applications application and its classification in the top are tried out；The number of times on probation of each application and frequency on probation
Rate.Fig. 4 is the flow chart of the ranking for calculating user's application on probation according to embodiments of the present invention, as shown in figure 4, including following step
Suddenly：
Step S401, user's application on probation；
Step S402, submits the name class label of application to try out the information such as time to data center；
Step S403, calculates the number of times on probation of each tag along sort；
Step S404, calculates the use ranking of user under each tag along sort.
The tag along sort of one application typically has multiple, such as game, social activity, chess and card, boy student's favorite etc..For these points
Class label, when statistics application tries out frequency, according on probation person-time, carries out bonus point.And record use on probation under each label
The ID and its number of times and frequency at family.Such as use person-time under game label is 1,000,000 times, then it is scored at 1,000,000.Then again
It is ranked up according to the number of times on probation of user, inverted order arranges the list of ID.
Apply in new issue, meeting is found similar tag along sort and applied in trial system according to the tag along sort of the application
In number of times on probation, if its number of times on probation is more than the cold threshold (such as 100,000 times) set by system, system can be triggered
The mechanism quickly recommended.According to its number of times on probation and the number of user on probation, the void that may be needed in issue promotional period is estimated out
Plan machine resource, then applies for server virtual machine resource, and the new hair of installation on these virtual machines from trend server cloud manufacturer
The application of cloth.Fig. 5 is the flow chart one of user according to embodiments of the present invention issue application on probation new, as shown in figure 5, including with
Lower step：
Step S501, new issue application；
Step S502, obtains the number of times on probation of the similar tag along sort and uses number of users；
Step S503, calculating predicts this using possible number of users on probation；
Step S504, calculates the virtual machine quantity of needs；
Step S505, resources of virtual machine is applied for from trend cloud manufacturer；
Step S506, installs the application on a virtual machine.
Then, according to the number of times ranking list on probation of user on probation, recommend number of times rule according to system is default, for example, try
With number of times more than 10 times, recommend 3 times；More than 20 times, recommendation 5 is inferior.By supplying system, push the new issue to user and apply
Advertising message, and add the link on probation of the application in advertising information.User, which clicks on the link, can directly open application
Center customer end, and be linked to this it is new issue application virtual machine in most quickly tried out.
In order to improve the installation rate of new issue application, user is on probation apply, if the time on probation exceedes set by system
Some threshold value put, such as 30 minutes.So system can judge that the probability of this application of the user installation is larger.If user is to be in
Wifi environment, then will apply and download on mobile phone automatically；If charge network environment, then pass through the conjunction with Virtual network operator
Make, it is ensured that will be using downloading on mobile phone on the premise of being not take up user's charge flow.When so user clicks on installation, just
Completely without etc. it is to be applied download, effectively raise installation of the user to new issue application and experience.In order to avoid to user
The occupancy in mobile phone space, if user exits after a period of time on probation (such as one week), still not without the installation of the application, then
The application downloaded automatically before being deleted automatically using center, it is to avoid cause the dislike of user.
Fig. 6 is the flowchart 2 of user according to embodiments of the present invention issue application on probation new, as shown in fig. 6, including with
Lower step：
Step S601, user's new issue application on probation；
Step S602, detection duration on probation；
Step S603, judges whether duration on probation exceedes the interest threshold of default；The situation for being yes in judged result
Lower execution step S604, in the case where judged result is no, terminates；
Step S604, judges whether user is networked using WIFI, and step S606 is performed in the case where the judgment result is yes,
In the case where judged result is no, step S605 is performed；
Step S605, the application is downloaded by the unified payment passage of operator protocol, and step S607 is performed afterwards；
Step S606, downloads the application automatically；
Step S607, user is on probation to finish a period of time；
Step S608, judges whether to install the application, by whether the installation instruction for receiving user judges, is judging
As a result to be installed in the case of being, terminate flow afterwards, in the case where judged result is no, perform step S609；
Step S609, deletes the application.
Fig. 7 is the schematic diagram of new issue application message advertisement according to embodiments of the present invention, as shown in fig. 7, emerging for feeling
The push frequency of user's increase new issue application advertising message of interest, for example, three minutes just can be repeated once, and is being pushed
Advertising message in add link on probation and tried out for the user interested, detecting user in WIFI scenes
Under, then it is automatic to download, it is not under WIFI scenes, does not then download automatically detecting user, when user is in WIFI scenes
Download again afterwards, improve the installation effectiveness of new issue application.
Embodiment 2
In the embodiment of the present invention, the application message for the application tried out in intelligent terminal the past period is obtained, according to obtaining
The application message taken updates the duration on probation and number of times on probation of application and updates the duration on probation classified using place and on probation
Number of times, tries out duration according to the history of the application of renewal and number of times on probation determines the weight of the application, and according to renewal
The duration on probation and number of times on probation classified using place determine the weight of classification where the application, are classified according to application place
Weight and the weight of application determine to push the new push order for issuing application, and push application according to the push order of application,
Feedback information of the user to the application of push can also be obtained, the weight of the application pushed according to the feedback information amendment of acquisition,
And the weight of application place classification that amendment is pushed, according to the weight of the application of revised push and revised push
The weight classified using place redefines the push order of application, and pushes application according to the push order of application.Specific bag
Include：
Step S1, obtains intelligent terminal when the application message of the application of front opening, the application message include application bag name,
The use duration of application.Utilize the primary api of Android system:ActivityManager.getRunningTasks can be worked as
The corresponding apk applications bag name of application of front opening.Judging when the application of front opening is different from the upper application once opened,
Record user opens the time of the application, when user closes this and applied, and record user closes the time of the application, according to user
The time for opening application and the time for closing application determine the use duration of application.Certainly, in order to subsequently more accurately push
Using can also obtain intelligent IP address.
Step S2, updates the duration on probation and number of times on probation of application and updates and apply institute according to the application message of acquisition
In the duration on probation and number of times on probation of classification.Corresponding with its point of bag name is applied in one classification chart of pre-generatmg, classification chart storage
Category information, classification information here includes：News, amusement, video display, finance and economics, game etc..It is, of course, also possible to above-mentioned classification
Information carries out subseries again, such as, to that in this class of playing, can continue to be subdivided into role playing, chess category, to obtain more
Accurate classification information.Certainly, the classification chart can modify as needed.By the default classification charts of application Bao Mingyu of acquisition
Compare, judge that this applies the corresponding classification information of bag name, then the use duration of the application of acquisition and the history that has recorded are made
Used time length is added, and the new history being applied uses duration, meanwhile, increase by 1 on the history access times recorded, obtain
The new history access times of application.The history classified using place is similar using duration and history access times, herein
Repeat no more.
Step S3, tries out duration according to the history of the application of renewal and number of times on probation determines the weight of the application, and
The weight of classification according to where the duration on probation and number of times on probation that the application place of renewal is classified determine the application.When application
History is longer using duration, and the weight of its corresponding application is bigger, and the history access times of application are more, its corresponding application
Weight is also bigger.Specifically, when can set history and increasing by 1 hour (or 2 hours etc.) using duration, making the weight of application also increases
1, during setting history access times increase by 5 times (or other numerical value), making the weight of application also increases by 1.The power classified using place
The determination method of weight is similar, and here is omitted.
Step S4, the weight and the weight of application classified according to application place determines the push of application sequentially, and according to
The push order of application pushes application.Weight is bigger, its in the classification push order it is also more forward.
Step S5, obtains feedback information of the user to the application of push.Feedback information includes user and pushes interface in application
The corresponding information of various operational orders sent, also including user to evaluation information of the application of push etc..
Step S6, the weight of the application pushed according to the feedback information amendment of acquisition, and the application place that amendment is pushed
The weight of classification.The times of revision for the weight that the weight of application and application place are classified is more than or equal to 1, when application is also being pushed
When, the weight for the weight and application place classification applied according to the feedback information amendment of acquisition will be continued.It is pointed out that
When the weight of the application of cumulative multiple intelligent terminals (being more than or equal to 2 intelligent terminals), and multiple intelligent terminals that add up should
During the weight classified with place, it can determine whether out that the application under which classification, which classification is more favourable according to accumulation result, after being
Continuous R＆D direction and push direction provides foundation.Wherein, the application pushed according to the feedback information amendment of acquisition
Weight, and the weight of the application place classification pushed is corrected, specifically include：
Judge whether the feedback information obtained is identical with default expectation feedback information.Acquisition feedback information with it is default
Expectation feedback information it is identical when, increase push application weight, and, increase push application place classification weight；
The weight of application is bigger, bigger using the probability being pushed.Wherein, default expectation feedback information includes user's use or may
Using the information of the application of push.When the feedback information of acquisition is different from default expectation feedback information, answering for push is reduced
Weight, and, reduce the weight of the application place classification pushed.
Further, when the feedback information of acquisition expects that feedback information is identical with default first, the application of push is made
Weight and push application place classification weight increase M, M>0；The default first expectation feedback information includes：Point
Hit pushed information, check pushed information.When the feedback information of acquisition expects that feedback information is identical with default second, make push
Application weight and push application place classification weight increase N, N>M；Described default second expects feedback information
Including：The application for the subsidiary link that subsidiary link, the application for downloading the subsidiary link pushed, the installation for checking push are pushed.By
When the feedback information in acquisition expects that feedback information is identical with default second, show that user is desirable for or using push
Application, therefore, acquisition feedback information with default second expect feedback information it is identical when, make the application of push and push away
The application place classification sent increases bigger weight and is conducive to improving the adopted accuracy of application pushed.
Step S7, the weight classified according to the application place of the weight of the application of revised push and revised push
The push order of application is redefined, and application is pushed according to the push order of application.The IP of intelligent terminal can be first obtained, then it is right
The weight for counting the application place classification of the IP is ranked up according to size order, chooses above several (such as preceding 2) classification, then
Weight to the application under the classification of selection is ranked up according to weight size, determines that the push of application is suitable further according to clooating sequence
Sequence.When push is applied, certain push strategy can be set, is applied further according to strategy and push sequentially push is pushed.Wherein,
The push strategy includes：Push time (such as before some red-letter day 2 days or push on the day of product is reached the standard grade), push area, push point
Class (is such as classified, and weight reaches that the user of default weight threshold is pushed) only for user preference at certain.It may be noted that
, the push form of application has a variety of, such as by the application mailbox of the intelligent terminal to user, or message box is sent
Mail, the mail includes theme, detailed content and annex link etc., can also pass through the left recommendation exhibition of the homepage Launcher pages
Existing, the introduction that such as both pictures and texts are excellent adds downloads, or redirected link (such as television system homepage Launcher pages, do static state or
The dynamic advertising pictures of person, enter detailed content recommendation and illustrate page after user clicks on).Wherein, it is described according to amendment after
Push application weight and revised push application place classification weight redefine application push order, and
Application is pushed according to the push of application order.
In the embodiment of the present invention, intelligent terminal is obtained when the application message of the application of front opening, is believed according to the application of acquisition
Breath updates the duration on probation and number of times on probation of application and updates duration on probation and number of times on probation that application place is classified, according to
The history of the application of renewal tries out duration and number of times on probation determines the weight of the application, and according to the application place of renewal point
The duration on probation and number of times on probation of class determine the weight of classification where the application, the weight classified according to application place and should
Weight determines the push order of application, and is applied according to the push order push of application, obtains application of the user to push
Feedback information, according to the feedback information amendment of acquisition push application weight, and amendment push application place classification
Weight, according to the application place of the weight of the application of revised push and revised push classify weight redefine
The push order of application, and application is pushed according to the push order of application.Due to after application is pushed, always according to the user of acquisition
To the weight of the feedback information amendment application of the application of push, and the weight that application place is classified is corrected, therefore so that application
Weight and application place classify weight can more react the use preference of user so that according to the power of revised application
The push order that the weight of classification where weight and revised application is determined is more accurate, and the application for improving push is adopted general
Rate.
Embodiment 3
Another aspect according to embodiments of the present invention, additionally provides a kind of mobile terminal, and Fig. 8 is according to embodiments of the present invention
The block diagram of mobile terminal that pushes of new issue application, as shown in figure 8, the mobile terminal includes processor, memory and logical
Believe bus；
The communication bus is used to realize the connection communication between processor and memory；
The processor is used to perform the application push products stored in memory, to realize following steps：
Counting user tries out the classification of application and applies corresponding number of times on probation in the given time；
Number of users interested is applied to new issue according to the data prediction of statistics；
To the push frequency of user's increase new issue application advertising message interested, and in the advertising message of push
Middle addition link on probation is tried out for the user interested.
Preferably, the processor is additionally operable to execution application push products, to realize following steps：
In the push frequency to user's increase new issue application advertising message interested, and believe in the advertisement of push
Addition link on probation is carried out after trying out for the user interested in breath, according to the number of users automatic governing virtual machine
Resource, enable the user interested most quickly try out it is described it is new issue application.
Preferably, the processor is additionally operable to execution application push products, to realize following steps：
In the resource according to the number of users automatic governing virtual machine, the user interested is set most quickly to try
, will if the time of user's new issue application on probation reaches the threshold value set by system after the new issue application
The new issue application is automatically downloaded on the mobile terminal of user, when user determines to install, is completed without waiting for downloading.
Preferably, the processor is additionally operable to execution application push products, to realize following steps：
The resources of virtual machine of needs is calculated according to the number of users；
Apply for the virtual machine of needs to high in the clouds, and the new issue be installed on the virtual machine to apply.
Preferably, the processor is additionally operable to execution application push products, to realize following steps：
For the type label of application on probation, when statistics application tries out frequency, bonus point is carried out according on probation person-time, and remember
Record the ID that user is tried out under each type label, time on probation, number of times on probation and frequency on probation.
Embodiment 4
Another aspect according to embodiments of the present invention, additionally provides a kind of computer-readable recording medium, the computer
Readable storage medium storing program for executing is stored with one or more program, and one or more of programs can be by one or more processor
Perform, the step of to realize above-mentioned application method for pushing.
The embodiment of the present invention, counting user tries out the type of application and applies corresponding number of times on probation in the given time；
Number of users interested is applied to new issue according to the data prediction of statistics；Increasing the new issue to user interested should
With the push frequency of advertising message, and add link on probation in the advertising message of push and tried for the user interested
With solving in correlation technique the problem of new issue application can not recommend user in time according to the hobby of user, pass through
The classification of counting user application on probation and number of times, just may know that the hobby of user, are pushed away in time according to the hobby of user
Send new issue application so that new issue can in time be tried out using user interested, Consumer's Experience is improved.
It should be noted that herein, term " comprising ", "comprising" or its any other variant are intended to non-row
His property is included, so that process, method, article or device including a series of key elements not only include those key elements, and
And also including other key elements being not expressly set out, or also include for this process, method, article or device institute inherently
Key element.In the absence of more restrictions, the key element limited by sentence "including a ...", it is not excluded that including this
Also there is other identical element in process, method, article or the device of key element.
The embodiments of the present invention are for illustration only, and the quality of embodiment is not represented.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can add the mode of required general hardware platform to realize by software, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Understood based on such, technical scheme is substantially done to prior art in other words
Going out the part of contribution can be embodied in the form of software product, and the computer software product is stored in a storage medium
In (such as ROM/RAM, magnetic disc, CD), including some instructions are to cause a station terminal (can be mobile phone, computer, service
Device, air conditioner, or network equipment etc.) perform method described in each of the invention embodiment.
Embodiments of the invention are described above in conjunction with accompanying drawing, but the invention is not limited in above-mentioned specific
Embodiment, above-mentioned embodiment is only schematical, rather than restricted, one of ordinary skill in the art
Under the enlightenment of the present invention, in the case of present inventive concept and scope of the claimed protection is not departed from, it can also make a lot
Form, these are belonged within the protection of the present invention.
Claims (10)
1. one kind application method for pushing, it is characterised in that including：
Counting user tries out the type of application and applies corresponding number of times on probation in the given time；
Number of users interested is applied to new issue according to the data prediction of statistics；
To the push frequency of user's increase new issue application advertising message interested, and add in the advertising message of push
Additional examination is tried out with link for the user interested.
2. according to the method described in claim 1, it is characterised in that wide increasing the new issue application to user interested
The push frequency of information is accused, and link on probation is added in the advertising message of push and carries out trying out it for the user interested
Afterwards, methods described also includes：
According to the resource of the number of users automatic governing virtual machine, the user interested is set most quickly to try out described
New issue application.
3. method according to claim 2, it is characterised in that in the money according to the number of users automatic governing virtual machine
Source, enable the user interested most quickly try out it is described it is new issue application after, methods described also includes：
It is if the time of user's new issue application on probation reaches the threshold value set by system, the new issue application is automatic
Download on the mobile terminal of user, when user determines to install, completed without waiting for downloading.
4. method according to claim 2, it is characterised in that according to the resource of the number of users automatic governing virtual machine
Including：
The resources of virtual machine of needs is calculated according to the number of users；
Apply for the virtual machine of needs to high in the clouds, and the new issue be installed on the virtual machine to apply.
5. method according to any one of claim 1 to 4, it is characterised in that counting user is tried out in the given time
The type and the corresponding number of times on probation of application of application include：
For the type label of application on probation, when statistics application tries out frequency, bonus point is carried out according on probation person-time, and record every
ID, time on probation, number of times on probation and the frequency on probation of user is tried out under individual type label.
6. a kind of mobile terminal, it is characterised in that the mobile terminal includes processor, memory and communication bus；
The communication bus is used to realize the connection communication between processor and memory；
The processor is used to perform the application push products stored in memory, to realize following steps：
Counting user tries out the type of application and applies corresponding number of times on probation in the given time；
Number of users interested is applied to new issue according to the data prediction of statistics；
To the push frequency of user's increase new issue application advertising message interested, and add in the advertising message of push
Additional examination is tried out with link for the user interested.
7. mobile terminal according to claim 6, it is characterised in that the processor is additionally operable to perform application push journey
Sequence, to realize following steps：
In the push frequency to user's increase new issue application advertising message interested, and in the advertising message of push
After addition link on probation supplies user's progress interested on probation, according to the money of the number of users automatic governing virtual machine
Source, enables the user interested most quickly to try out the new issue application.
8. mobile terminal according to claim 7, it is characterised in that the processor is additionally operable to perform application push journey
Sequence, to realize following steps：
In the resource according to the number of users automatic governing virtual machine, the user interested is set most quickly to try out institute
, will be described if the time of user's new issue application on probation reaches the threshold value set by system after stating new issue application
New issue application is automatically downloaded on the mobile terminal of user, when user determines to install, is completed without waiting for downloading.
9. mobile terminal according to claim 7, it is characterised in that the processor is additionally operable to perform application push journey
Sequence, to realize following steps：
The resources of virtual machine of needs is calculated according to the number of users；
Apply for the virtual machine of needs to high in the clouds, and the new issue be installed on the virtual machine to apply.
10. a kind of computer-readable recording medium, it is characterised in that the computer-readable recording medium storage have one or
Multiple programs, one or more of programs can be appointed by one or more computing device with realizing in claim 1-5
The step of one application method for pushing.
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| CN109859006A (en) * | 2019-01-15 | 2019-06-07 | 上海连尚网络科技有限公司 | For determining method, system, electronic equipment and the computer-readable medium of user interest profile |
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| CN111144952A (en) * | 2019-12-31 | 2020-05-12 | 随手(北京)信息技术有限公司 | Advertisement recommendation method, device, server and storage medium based on user interests |
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Application publication date: 20170922 |