CN108769375A - A kind of information recommendation method and mobile terminal - Google Patents
A kind of information recommendation method and mobile terminal Download PDFInfo
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- CN108769375A CN108769375A CN201810380246.4A CN201810380246A CN108769375A CN 108769375 A CN108769375 A CN 108769375A CN 201810380246 A CN201810380246 A CN 201810380246A CN 108769375 A CN108769375 A CN 108769375A
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- mobile terminal
- grade
- information
- active user
- intimate
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04M—TELEPHONIC COMMUNICATION
- H04M1/00—Substation equipment, e.g. for use by subscribers
- H04M1/72—Mobile telephones; Cordless telephones, i.e. devices for establishing wireless links to base stations without route selection
- H04M1/724—User interfaces specially adapted for cordless or mobile telephones
- H04M1/72448—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions
- H04M1/72454—User interfaces specially adapted for cordless or mobile telephones with means for adapting the functionality of the device according to specific conditions according to context-related or environment-related conditions
Abstract
An embodiment of the present invention provides a kind of information recommendation method and mobile terminals, wherein the method includes：Acquire the historical behavior data of the mobile terminal owner；According to the historical behavior data, information to be recommended is determined, wherein every information to be recommended corresponds to a secret grade；Determine the intimate grade of active user and the mobile terminal owner；Determine each secret grade with the intimate ratings match；From the information to be recommended, screening target recommendation information corresponding with each secret grade is shown.The information recommendation method provided through the embodiment of the present invention, without mobile terminal owner's manual setting event to be reminded, mobile terminal determines that information to be recommended is recommended according to the historical behavior data of the mobile owner, and convenient and intelligence can promote the usage experience of user.
Description
Technical field
The present embodiments relate to technical field of mobile terminals more particularly to a kind of information recommendation methods and mobile terminal.
Background technology
Currently, most of mobile terminals are provided with logout prompting function, during user's using terminal, work as user
When needing to record the timing node of some events, the setting of event and timing node is carried out manually, such as：As setting get up it is noisy
Clock, setting calendar of conference prompting etc., when meeting certain timing node, mobile terminal exports prompt message.
The method that existing this logout is reminded exists as following drawbacks：
Drawback one, event to be reminded are both needed to user and are configured manually, cumbersome.If user forgets to certain important thing
Part is configured, and will omit or miss the event, it is seen then that the existing intelligent difference of logout alerting pattern influences user
Usage experience.
Drawback two, when meeting timing node and exporting prompt message, be only blindly to carry out presentation of information, privacy is poor；If
The prompt message of some privacy events is checked by other people, may cause unnecessary loss, seriously affects the usage experience of user.
Invention content
The embodiment of the present invention provides a kind of information recommendation method, to solve logout prompting side existing in the prior art
The problem of privacy difference when formula is intelligent poor and prompt message is shown.
In order to solve the above-mentioned technical problem, the invention is realized in this way：
In a first aspect, an embodiment of the present invention provides a kind of information recommendation method, it is applied to mobile terminal, wherein described
Method includes：Acquire the historical behavior data of the mobile terminal owner；According to the historical behavior data, letter to be recommended is determined
Breath, wherein every information to be recommended corresponds to a secret grade；Determine that active user and the mobile terminal owner's is intimate
Grade；Determine each secret grade with the intimate ratings match；From the information to be recommended, screening and each secret etc.
The corresponding target recommendation information of grade is shown.
Second aspect, an embodiment of the present invention provides a kind of mobile terminals, wherein the mobile terminal includes：Data are adopted
Collect module, the historical behavior data for acquiring the mobile terminal owner；First determining module, for according to the historical behavior
Data determine information to be recommended, wherein every information to be recommended corresponds to a secret grade；Second determining module, for determining
The intimate grade of active user and the mobile terminal owner；Third determining module, for determining and the intimate grade
Each secret grade matched；Display module is screened, for from the information to be recommended, screening to be corresponding with each secret grade
Target recommendation information is shown.
The third aspect, an embodiment of the present invention provides a kind of mobile terminals, wherein including processor, memory and storage
On the memory and the computer program that can run on the processor, the computer program are held by the processor
The step of any one information recommendation method as described in the embodiment of the present invention is realized when row.
Fourth aspect, an embodiment of the present invention provides a kind of computer readable storage mediums, wherein described computer-readable
Computer program is stored on storage medium, is realized as described in the embodiment of the present invention when computer program is executed by processor
Any one information recommendation method the step of.
In embodiments of the present invention, by acquiring the historical behavior data of the mobile terminal owner, to the history acquired
Behavioral data is analyzed, and is determined that information to be recommended carries out information recommendation, is provided reasonably for the life of the mobile terminal owner
Planning and suggestion are not necessarily to mobile terminal owner's manual setting event to be reminded, convenient and intelligent, can promote the use of user
Experience.In addition, being every information setting secret grade to be recommended in the present invention, active user and the mobile terminal owner's are determined
Intimate grade exports target recommendation information corresponding with the secret grade of intimate ratings match and is shown, not intimate to exceeding
The recommendation information of grade scope is shown, to protect the privacy of mobile terminal holder, has good privacy.
Above description is only the general introduction of technical solution of the present invention, in order to better understand the technical means of the present invention,
And can be implemented in accordance with the contents of the specification, and in order to allow above and other objects of the present invention, feature and advantage can
It is clearer and more comprehensible, below the special specific implementation mode for lifting the present invention.
Description of the drawings
By reading the detailed description of hereafter preferred embodiment, various advantages and benefit are for ordinary skill people
Member will become clear.Attached drawing is only used for showing preferred embodiment, and is not considered as limitation of the present invention.And
In entire attached drawing, the same reference numbers will be used to refer to the same parts.In the accompanying drawings：
Fig. 1 is a kind of step flow chart of according to embodiments of the present invention one information recommendation method；
Fig. 2 is a kind of step flow chart of according to embodiments of the present invention two information recommendation method；
Fig. 3 is a kind of structure diagram of according to embodiments of the present invention three mobile terminal；
Fig. 4 is a kind of hardware architecture diagram of according to embodiments of the present invention four mobile terminal.
Specific implementation mode
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation describes, it is clear that described embodiments are some of the embodiments of the present invention, instead of all the embodiments.Based on this hair
Embodiment in bright, the every other implementation that those of ordinary skill in the art are obtained without creative efforts
Example, shall fall within the protection scope of the present invention.
Embodiment one
Referring to Fig.1, a kind of step flow chart of information recommendation method of the embodiment of the present invention one is shown.
The information recommendation method of the embodiment of the present invention includes the following steps：
Step 101：Acquire the historical behavior data of the mobile terminal owner.
Historical behavior data include but not limited to：Usage behavior data to application program and history living habit data.
Such as data such as the mobile terminal owner early, middle and late time having dinner, place, trip modes, and other living habits.
Step 102：According to historical behavior data, information to be recommended is determined.
Wherein, every information to be recommended corresponds to a secret grade.During specific implementation, those skilled in the art can
The specific division of secret grade to be arranged according to actual demand, such as secret grade can include but is not limited to：Strange, familiar,
It is friendly, intimate and I etc. grades.
By the historical behavior data of the mobile terminal owner of acquisition, it very can accurately determine that mobile terminal is all
User group belonging to person.Such as：The mobile terminal owner frequently patronizes some specific gymnasium, and likes sending out some shows
The picture of muscle, in conjunction with location information, can be sticked " strong by extracting the body-building element in picture to the mobile terminal owner
The label of body intelligent ".These specific user groups can be navigated to according to the label assigned by the mobile terminal owner, so
Afterwards according to the general character of user in the user group, the life planning of mobile terminal owner's future in a short time is recommended to instruct and build
The information such as view, as information to be recommended.
Step 103：Determine the intimate grade of active user and the mobile terminal owner.
During specific implementation, the specific of intimate grade can be arranged according to actual demand and draw by those skilled in the art
Divide, such as intimate grade can include but is not limited to：It is strange, familiar, friendly, intimate and I etc. grades.
When active user is the mobile terminal owner, then the intimate grade of active user and the mobile terminal owner is most
Height, for my grade.The intimate grade of active user and the mobile terminal owner can be by active users in the mobile terminal
In exposure determine, the more high then intimate higher grade of exposure, characterize active user and the mobile terminal owner it is more intimate.
Recommendation information can carry out recommendation every prefixed time interval and show；Phase can also be shown when reaching certain locality
Answer recommendation information；It can also be when receiving recommendation information display operation input by user, show recommendation information.The present invention is real
It applies in example, the intimate grade of active user and the mobile terminal owner is determined when pre-display recommendation information, and execute follow-up
Step.
Step 104：Determine each secret grade with intimate ratings match.
Such as：Intimate grade is for I, then set whole secret grades are matched；Again for example：Intimate grade
It is familiar, then matched secret grade is to be familiar with and strange two secret grades.
Step 105：From information to be recommended, screens target recommendation information corresponding with each secret grade and shown.
Every information to be recommended corresponds to a secret grade, after determining secret grade, you can searches and each secret grade
Corresponding information to be recommended is shown as target recommendation information.
Such as：If the intimate grade of active user and the mobile terminal owner are strange, strange intimate grade is only shown
Corresponding information to be recommended.If the mobile terminal owner is to stew acute user, active user is intimate with the mobile terminal owner's
Grade is strange, then recommends the TV play resource for not meeting mobile terminal owner hobby to active user, leakage is avoided to move
The preference of Terminal owner.
Information recommendation method provided in an embodiment of the present invention, by acquiring the historical behavior data of the mobile terminal owner,
The historical behavior data acquired are analyzed, determine that information to be recommended carries out information recommendation, are the mobile terminal owner's
Life provides rational planning and suggests, is not necessarily to mobile terminal owner's manual setting event to be reminded, convenient and intelligent, can
Promote the usage experience of user.In addition, being every information setting secret grade to be recommended in the present invention, determines active user and move
The intimate grade of dynamic Terminal owner exports target recommendation information corresponding with the secret grade of intimate ratings match and is shown
Show, do not shown to the recommendation information beyond intimate grade scope, to protect the privacy of mobile terminal holder, have good
Good privacy.
Embodiment two
With reference to Fig. 2, a kind of step flow chart of information recommendation method of the embodiment of the present invention two is shown.
The information recommendation method of the embodiment of the present invention specifically includes following steps：
Step 201：Acquire the historical behavior data of the mobile terminal owner.
Historical behavior data include but not limited to：Usage behavior data to application program and history living habit data.
Such as data such as the mobile terminal owner early, middle and late time having dinner, place, trip modes, and other living habits.Example
Such as：Whether the record mobile terminal owner has body-building custom, if having determining body-building frequency and custom gym time section etc.；Record moves
Whether dynamic Terminal owner has timing, pinpoints the custom of Di Guang supermarkets, if having determining time, place and the commodity for being used to purchase
Deng；Whether the record mobile terminal owner often goes on business, usually frequent meeting, the information such as work overtime, stay up late；Record mobile terminal institute
Whether the person of having is used to stroll on-line shop or browsing video website, sees ball game, likes these living habit numbers such as animation, Quadratic Finite Element
According to.
Step 202：According to historical behavior data, the corresponding attribute tags of the mobile terminal owner are determined.
By the historical behavior data of the mobile terminal owner of acquisition, it very can accurately determine that mobile terminal is all
User group belonging to person.Such as：The mobile terminal owner is women, certain supermarket or market are repeatedly patronized in preset time period,
And the food such as a certain amount of vegetables, meat can be bought every time, then the mobile terminal owner can be given to assign " family master
Woman's " is familiar with label.It is familiar with label according to what is assigned by the mobile terminal owner and can navigate to these specific user groups,
Then according to the general character of user in the user group, recommend the life planning guidance in a short time of mobile terminal owner's future and
It is recommended that etc. information, as information to be recommended.
The attribute tags that the mobile terminal owner is determined based on historical behavior data determine letter to be recommended in conjunction with attribute tags
The mode of breath can promote the comprehensive and accuracy of information to be recommended.
Step 203：Based on attribute tags and historical behavior data, information to be recommended is determined.
Based on the corresponding attribute tags of the mobile terminal owner, mobile terminal affiliated user crowd, foundation can be positioned
The hobby for liking relatively accurately holding the mobile terminal owner of user in user crowd, so it is all to mobile terminal
The life of person at no distant date provides planning appropriate, hints and tips i.e. determination information to be recommended.For several examples
It is bright how for the life of the mobile terminal owner to provide information to be recommended, while illustratively illustrating each information pair to be recommended
The secret grade answered：
(1) it is to like stewing the acute mobile terminal owner for attribute tags, it can be in conjunction with mobile terminal to lock screen-wall paper, table
The interfaces such as surface wallpaper provide and meet the new acute, popular drama of mobile terminal owner hobby and recommend, since these recommendation informations are related to
The hobby of people, so secret grade could be provided as close friend, the mobile terminal owner inadvertently receives these moneys
When news, it can get unexpected pleasantly surprised.When the immobile terminal owner holds mobile terminal, then can show
Like unrelated TV play information with the mobile terminal owner, these information are public information, are not related to individual privacy, so private
Close grade label can be set as strange.
(2) for attribute tags be animation, Quadratic Finite Element the mobile terminal owner, the mobile terminal owner like animation,
Quadratic Finite Element can collect animation city, toyshop, the unrestrained exhibition information etc. near mobile terminal when the mobile terminal owner goes on a journey,
When mobile terminal passes through environs, mobile terminal shakes and provides voice prompt, such as has certain market to overflow Zhan Youyan at no distant date
Go out, can popping up at the top of mobile terminal prior notice mobile terminal owner information by way of notification bar, allow it is mobile eventually
The end owner carries out recent Working Life arrangement, can be by the recommendation since the recommendation message is related to personal interest
The secret grade of information is set as friendly.
(3) for the mobile terminal owner that attribute tags are body-building intelligent, after obtaining its periodic body-building rule,
The recommendation information that prompt body-building can be provided in its next body-building for the previous period, since the recommendation information is related to mobile terminal
The living habit of the owner or hobby, therefore it is friendly the secret grade of the recommendation information can be set to.If mobile whole
The end owner sets other events before the arrival of next gym time, such as arranges to have meeting, then this time prompts pushing away for body-building
Recommend information cancellation；If without events conflict, the recommendation information of prompt body-building is provided before arriving at the time point, avoids mobile terminal
The owner forgets body-building.Preferably, while the points for attention before some body-building can also be provided as information to be recommended, such as diet
Arrangement etc. is since these points for attention are general recommendation, so can its secret grade be set as familiar.It is further preferable that also
Can be after mobile terminal owner's body-building, then some in due course suggestions are provided as information to be recommended, such as remind movement
Energy is replenished in time in Terminal owner, and the information such as eating and drinking establishment for recommending some peripheries, removes the mobile terminal owner from and looks into manually
The process looked for, it is convenient and convenient, the usage experience of the mobile terminal owner can be promoted.In addition, can also provide mobile terminal institute
The route planning of going home for the person of having allows the mobile terminal owner to feel comfortable satisfaction, due to way home line gauge as information to be recommended
The home address for being related to the mobile terminal owner is drawn, therefore the secret grade of the recommendation information is set as intimate.
(4) for the mobile terminal owner that attribute tags are housewife, shifted to an earlier date according to the historical behavior data of acquisition
Provide Life Guidance.For example, mobile terminal is acquired by the behavioral data of a period of time, judge that the mobile terminal owner is usual
9 points or so of morning go out go to nearby certain supermarket buy vegetables, then before the mobile terminal owner buys vegetables next time, pass through internet
The dish information of the supermarket is collected, and rational nutrition arrangement scheme is provided in conjunction with these vegetables, due to the recommendation information and family
Front yard is related, therefore can secret grade be set as intimate.
It should be noted that above-mentioned is only simply to list the corresponding recommendation of the i.e. several user groups of several attribute tags
It ceases, the user group in real life runs far deeper than these.So in practical applications, it can be built-in one in mobile terminal
Table, table are automatically generated by mobile terminal, and whether table content includes user group's classification, displaying content, secret grade, moves
Whether dynamic terminal shows etc. that parameters arrange.
Step 204：Determine the intimate grade of active user and the mobile terminal owner.
It is a kind of preferably to determine that active user and the mode of the intimate grade of the mobile terminal owner include following sub-step：
Sub-step one judges whether active user is the mobile terminal owner；
When determining whether active user is the mobile terminal owner, the first sign information of active user can be acquired；It will
First sign information is matched with the second sign information of the mobile terminal owner to prestore；If successful match, determine current
User is the mobile terminal owner；If match cognization, active user and the immobile terminal owner are determined.
First sign information can be facial information or finger print information etc., correspondingly, the second sign information and the first body
It is identical to levy information type.When active user is the mobile terminal owner, determine that its corresponding intimate grade is to be used to indicate currently
User is the intimate grade of the mobile terminal owner, such as：I.
If sub-step two, active user and the immobile terminal owner, determine the corresponding exposure of active user；
Determine that the concrete mode of the corresponding exposure of active user is as follows：If active user and the immobile terminal owner,
Judge the cohesion account with the presence or absence of active user in mobile terminal；If in the presence of being carried from the cohesion account of active user
Take exposure as the corresponding exposure of active user；Exposure in cohesion account is increased into preset value；If being not present, it is
Active user creates cohesion account, and sets the exposure in the cohesion account of establishment to preset value.In movement
Cohesion account is created for the user of initial exposure in terminal, and each with one cohesion account of maintenance per family, Mei Dangyong
Family exposure is primary, then the exposure in the corresponding cohesion account of the user is increased preset value, is safeguarded convenient for real-time management each
The exposure of user.
Wherein, preset value can be configured by those skilled in the art according to actual demand, such as：It is set as 1,2 or 3
Deng.
Sub-step three, foundation exposure, determine the intimate grade of active user and the mobile terminal owner.
Wherein, the correspondence being preset in mobile terminal between exposure range and intimate grade.Default exposure model
It encloses and has compared to the correspondence between default single exposure angle value and intimate grade with the correspondence before intimate grade
There is better fault-tolerance.
It, can be by those skilled in the art according to practical need for the specific correspondence of exposure range and intimate grade
It asks and is configured, this is not particularly limited in the embodiment of the present invention.The exposure the high, and it is all with mobile terminal to characterize user
Person is more intimate.
Such as it can be arranged：It is strange that exposure 0-20 corresponds to intimate grade；Exposure 21-30 corresponds to intimate grade and is familiar with；
It is friendly that exposure 31-50 corresponds to intimate grade；It is intimate that exposure is more than 50 correspondence cohesion grades；The mobile terminal owner
Corresponding intimate grade is for I.
Step 205：Determine each secret grade with intimate ratings match.
During specific implementation, it may be determined that the corresponding first secret grade of intimate grade；By the first secret grade, and
Secret grade is less than each second secret grade of the first secret grade, is determined as the secret grade with intimate ratings match.
Such as：Intimate grade is close friend, and the first secret grade corresponding with intimate grade is close friend；It is strange, be familiar with this two
It is friendly that a secret grade is below secret grade, it is thus determined that it is friendly, strange, be familiar with these three secret grades for and intimate grade
Matched target secret grade.
Step 206：From information to be recommended, screening target recommendation information corresponding with each above-mentioned secret grade is shown
Show.
Every information to be recommended corresponds to a secret grade, after determining secret grade, you can searches and each secret grade
Corresponding information to be recommended is shown as target recommendation information.Only show that each secret grade is corresponding in the embodiment of the present invention
Target recommendation information can protect the privacy of mobile terminal holder, have good privacy.
Information recommendation method provided in an embodiment of the present invention, by acquiring the historical behavior data of the mobile terminal owner,
The historical behavior data acquired are analyzed, determine that information to be recommended carries out information recommendation, are the mobile terminal owner's
Life provides rational planning and suggests, is not necessarily to mobile terminal owner's manual setting event to be reminded, convenient and intelligent, can
Promote the usage experience of user.It is every information setting secret grade to be recommended in the present invention, determines active user with movement eventually
The intimate grade of the owner is held, target recommendation information corresponding with the secret grade of intimate ratings match is exported and is shown, no
It has been shown that, to protect the privacy of mobile terminal holder, have good to the recommendation information beyond intimate grade scope
Privacy.In addition, the attribute tags of the mobile terminal owner are determined in the embodiment of the present invention based on historical behavior data, in conjunction with category
Property label determines the mode of information to be recommended, can promote the comprehensive and accuracy of information to be recommended.
Embodiment three
With reference to Fig. 3, a kind of structure diagram of mobile terminal of the embodiment of the present invention three is shown.
The mobile terminal of the embodiment of the present invention may include：Data acquisition module 301, for acquiring the mobile terminal owner
Historical behavior data；First determining module 302, for according to the historical behavior data, determining information to be recommended, wherein
Every information to be recommended corresponds to a secret grade；Second determining module 303, for determining active user and the mobile terminal
The intimate grade of the owner；Third determining module 304, for determining each secret grade with the intimate ratings match；Screening
Display module 305, for from the information to be recommended, screening target recommendation information progress corresponding with each secret grade
Display.
Preferably, first determining module 302 may include：Label determination sub-module 3021, for being gone through according to described in
History behavioral data determines the corresponding attribute tags of the mobile terminal owner；Information determination sub-module 3022 to be recommended, is used for
Based on the attribute tags and the historical behavior data, information to be recommended is determined.
Preferably, second determining module 303 may include：Judging submodule 3031, for judging that active user is
No is the mobile terminal owner；Exposure determination sub-module 3032, if being not described mobile whole for the active user
The owner is held, determines the corresponding exposure of the active user；Intimate grade determination sub-module 3033, for according to the exposure
Degree, determines the intimate grade of the active user and the mobile terminal owner, wherein exposure is preset in the mobile terminal
Correspondence between photometric range and intimate grade.
Preferably, the exposure determination sub-module 3032 may include：Account judging unit, if working as described
Preceding user is not the mobile terminal owner, judges the cohesion account that whether there is the active user in the mobile terminal
Number；Extraction unit, if in the presence of extraction exposure is as the active user from the cohesion account of the active user
Corresponding exposure；Exposure in the cohesion account is increased into preset value；Account creating unit, if for being not present,
Cohesion account is created for the active user, and the exposure in the cohesion account of establishment is set as described default
Value.
Preferably, the third determining module 304 may include：First secret grade determination sub-module 3041, for true
Determine the corresponding first secret grade of the intimate grade；Second secret grade determination sub-module 3042, for private by described first
Close grade and secret grade are less than each second secret grade of the first secret grade, are determined as and the intimate grade
Matched secret grade.
Mobile terminal provided in an embodiment of the present invention can realize that mobile terminal is realized in the embodiment of the method for Fig. 1 to Fig. 2
Each process, to avoid repeating, which is not described herein again.
Mobile terminal provided in an embodiment of the present invention, by acquiring the historical behavior data of the mobile terminal owner, to institute
The historical behavior data of acquisition are analyzed, and determine that information to be recommended carries out information recommendation, are the life of the mobile terminal owner
It provides rational planning and suggests, be not necessarily to mobile terminal owner's manual setting event to be reminded, it is convenient and intelligent, it can be promoted
The usage experience of user.In addition, being every information setting secret grade to be recommended in the present invention, determine active user with movement eventually
The intimate grade of the owner is held, target recommendation information corresponding with the secret grade of intimate ratings match is exported and is shown, no
It has been shown that, to protect the privacy of mobile terminal holder, have good to the recommendation information beyond intimate grade scope
Privacy.
Example IV
With reference to Fig. 4, a kind of structure diagram of mobile terminal of the embodiment of the present invention four is shown.
A kind of hardware architecture diagram of Fig. 4 mobile terminals of each embodiment to realize the present invention, the mobile terminal 400
Including but not limited to：Radio frequency unit 401, audio output unit 403, input unit 404, sensor 405, is shown network module 402
Show the components such as unit 406, user input unit 407, interface unit 408, memory 409, processor 410 and power supply 411.
It will be understood by those skilled in the art that mobile terminal structure shown in Fig. 4 does not constitute the restriction to mobile terminal, it is mobile whole
End may include either combining certain components or different components arrangement than illustrating more or fewer components.In the present invention
In embodiment, mobile terminal includes but not limited to mobile phone, tablet computer, laptop, palm PC, car-mounted terminal, can wear
Wear equipment and pedometer etc..
Wherein, processor 410, the historical behavior data for acquiring the mobile terminal owner；According to the historical behavior
Data determine information to be recommended, wherein every information to be recommended corresponds to a secret grade；Determine active user and the shifting
The intimate grade of dynamic Terminal owner；Determine each secret grade with the intimate ratings match；From the information to be recommended,
Screening target recommendation information corresponding with each secret grade is shown.
Mobile terminal provided in an embodiment of the present invention, by acquiring the historical behavior data of the mobile terminal owner, to institute
The historical behavior data of acquisition are analyzed, and determine that information to be recommended carries out information recommendation, are the life of the mobile terminal owner
It provides rational planning and suggests, be not necessarily to mobile terminal owner's manual setting event to be reminded, it is convenient and intelligent, it can be promoted
The usage experience of user.In addition, being every information setting secret grade to be recommended in the present invention, determine active user with movement eventually
The intimate grade of the owner is held, target recommendation information corresponding with the secret grade of intimate ratings match is exported and is shown, no
It has been shown that, to protect the privacy of mobile terminal holder, have good to the recommendation information beyond intimate grade scope
Privacy.
It should be understood that the embodiment of the present invention in, radio frequency unit 401 can be used for receiving and sending messages or communication process in, signal
Send and receive, specifically, by from base station downlink data receive after, to processor 410 handle；In addition, by uplink
Data are sent to base station.In general, radio frequency unit 401 includes but not limited to antenna, at least one amplifier, transceiver, coupling
Device, low-noise amplifier, duplexer etc..In addition, radio frequency unit 401 can also by radio communication system and network and other set
Standby communication.
Mobile terminal has provided wireless broadband internet to the user by network module 402 and has accessed, and such as user is helped to receive
Send e-mails, browse webpage and access streaming video etc..
It is that audio output unit 403 can receive radio frequency unit 401 or network module 402 or in memory 409
The audio data of storage is converted into audio signal and exports to be sound.Moreover, audio output unit 403 can also be provided and be moved
The relevant audio output of specific function that dynamic terminal 400 executes is (for example, call signal receives sound, message sink sound etc.
Deng).Audio output unit 403 includes loud speaker, buzzer and receiver etc..
Input unit 404 is for receiving audio or video signal.Input unit 404 may include graphics processor
(Graphics Processing Unit, GPU) 4041 and microphone 4042, graphics processor 4041 is in video acquisition mode
Or the image data of the static images or video obtained by image capture apparatus (such as camera) in image capture mode carries out
Reason.Treated, and picture frame may be displayed on display unit 406.Through graphics processor 4041, treated that picture frame can be deposited
Storage is sent in memory 409 (or other storage mediums) or via radio frequency unit 401 or network module 402.Mike
Wind 4042 can receive sound, and can be audio data by such acoustic processing.Treated audio data can be
The format output of mobile communication base station can be sent to via radio frequency unit 401 by being converted in the case of telephone calling model.
Mobile terminal 400 further includes at least one sensor 405, such as optical sensor, motion sensor and other biographies
Sensor.Specifically, optical sensor includes ambient light sensor and proximity sensor, wherein ambient light sensor can be according to environment
The light and shade of light adjusts the brightness of display panel 4061, and proximity sensor can close when mobile terminal 400 is moved in one's ear
Display panel 4061 and/or backlight.As a kind of motion sensor, accelerometer sensor can detect in all directions (general
For three axis) size of acceleration, size and the direction of gravity are can detect that when static, can be used to identify mobile terminal posture (ratio
Such as horizontal/vertical screen switching, dependent game, magnetometer pose calibrating), Vibration identification correlation function (such as pedometer, tap)；It passes
Sensor 405 can also include fingerprint sensor, pressure sensor, iris sensor, molecule sensor, gyroscope, barometer, wet
Meter, thermometer, infrared sensor etc. are spent, details are not described herein.
Display unit 406 is for showing information input by user or being supplied to the information of user.Display unit 406 can wrap
Display panel 4061 is included, liquid crystal display (Liquid Crystal Display, LCD), Organic Light Emitting Diode may be used
Forms such as (Organic Light-Emitting Diode, OLED) configure display panel 4061.
User input unit 407 can be used for receiving the number or character information of input, and generate the use with mobile terminal
Family is arranged and the related key signals input of function control.Specifically, user input unit 407 include touch panel 4071 and
Other input equipments 4072.Touch panel 4071, also referred to as touch screen collect user on it or neighbouring touch operation
(for example user uses any suitable objects or attachment such as finger, stylus on touch panel 4071 or in touch panel 4071
Neighbouring operation).Touch panel 4071 may include both touch detecting apparatus and touch controller.Wherein, touch detection
Device detects the touch orientation of user, and detects the signal that touch operation is brought, and transmits a signal to touch controller；Touch control
Device processed receives touch information from touch detecting apparatus, and is converted into contact coordinate, then gives processor 410, receiving area
It manages the order that device 410 is sent and is executed.Furthermore, it is possible to more using resistance-type, condenser type, infrared ray and surface acoustic wave etc.
Type realizes touch panel 4071.In addition to touch panel 4071, user input unit 407 can also include other input equipments
4072.Specifically, other input equipments 4072 can include but is not limited to physical keyboard, function key (such as volume control button,
Switch key etc.), trace ball, mouse, operating lever, details are not described herein.
Further, touch panel 4071 can be covered on display panel 4061, when touch panel 4071 is detected at it
On or near touch operation after, send processor 410 to determine the type of touch event, be followed by subsequent processing device 410 according to touch
The type for touching event provides corresponding visual output on display panel 4061.Although in Fig. 4, touch panel 4071 and display
Panel 4061 is to realize the function that outputs and inputs of mobile terminal as two independent components, but in some embodiments
In, can be integrated by touch panel 4071 and display panel 4061 and realize the function that outputs and inputs of mobile terminal, it is specific this
Place does not limit.
Interface unit 408 is the interface that external device (ED) is connect with mobile terminal 400.For example, external device (ED) may include having
Line or wireless head-band earphone port, external power supply (or battery charger) port, wired or wireless data port, storage card end
Mouth, port, the port audio input/output (I/O), video i/o port, earphone end for connecting the device with identification module
Mouthful etc..Interface unit 408 can be used for receiving the input (for example, data information, electric power etc.) from external device (ED) and
By one or more elements that the input received is transferred in mobile terminal 400 or can be used in 400 He of mobile terminal
Transmission data between external device (ED).
Memory 409 can be used for storing software program and various data.Memory 409 can include mainly storing program area
And storage data field, wherein storing program area can storage program area, application program (such as the sound needed at least one function
Sound playing function, image player function etc.) etc.；Storage data field can store according to mobile phone use created data (such as
Audio data, phone directory etc.) etc..In addition, memory 409 may include high-speed random access memory, can also include non-easy
The property lost memory, a for example, at least disk memory, flush memory device or other volatile solid-state parts.
Processor 410 is the control centre of mobile terminal, utilizes each of various interfaces and the entire mobile terminal of connection
A part by running or execute the software program and/or module that are stored in memory 409, and calls and is stored in storage
Data in device 409 execute the various functions and processing data of mobile terminal, to carry out integral monitoring to mobile terminal.Place
Reason device 410 may include one or more processing units；Preferably, processor 410 can integrate application processor and modulatedemodulate is mediated
Manage device, wherein the main processing operation system of application processor, user interface and application program etc., modem processor is main
Processing wireless communication.It is understood that above-mentioned modem processor can not also be integrated into processor 410.
Mobile terminal 400 can also include the power supply 411 (such as battery) powered to all parts, it is preferred that power supply 411
Can be logically contiguous by power-supply management system and processor 410, to realize management charging by power-supply management system, put
The functions such as electricity and power managed.
In addition, mobile terminal 400 includes some unshowned function modules, details are not described herein.
Preferably, the embodiment of the present invention also provides a kind of mobile terminal, including processor 410, and memory 409 is stored in
On memory 409 and the computer program that can be run on the processor 410, the computer program are executed by processor 410
Shi Shixian above- mentioned informations recommend each process of embodiment of the method, and can reach identical technique effect, to avoid repeating, here
It repeats no more.
The embodiment of the present invention also provides a kind of computer readable storage medium, and meter is stored on computer readable storage medium
Calculation machine program realizes that above- mentioned information recommends each process of embodiment of the method, and energy when the computer program is executed by processor
Reach identical technique effect, to avoid repeating, which is not described herein again.Wherein, the computer readable storage medium, such as only
Read memory (Read-Only Memory, abbreviation ROM), random access memory (Random Access Memory, abbreviation
RAM), magnetic disc or CD etc..
It should be noted that herein, the terms "include", "comprise" or its any other variant are intended to non-row
His property includes, so that process, method, article or device including a series of elements include not only those elements, and
And further include other elements that are not explicitly listed, or further include for this process, method, article or device institute it is intrinsic
Element.In the absence of more restrictions, the element limited by sentence "including a ...", it is not excluded that including this
There is also other identical elements in the process of element, method, article or device.
Through the above description of the embodiments, those skilled in the art can be understood that above-described embodiment side
Method can add the mode of required general hardware platform to realize by software, naturally it is also possible to by hardware, but in many cases
The former is more preferably embodiment.Based on this understanding, technical scheme of the present invention substantially in other words does the prior art
Going out the part of contribution can be expressed in the form of software products, which is stored in a storage medium
In (such as ROM/RAM, magnetic disc, CD), including some instructions are used so that a station terminal (can be mobile phone, computer, service
Device, air conditioner or network equipment etc.) execute method described in each embodiment of the present invention.
The embodiment of the present invention is described with above attached drawing, but the invention is not limited in above-mentioned specific
Embodiment, the above mentioned embodiment is only schematical, rather than restrictive, those skilled in the art
Under the inspiration of the present invention, without breaking away from the scope protected by the purposes and claims of the present invention, it can also make very much
Form belongs within the protection of the present invention.
Claims (12)
1. a kind of information recommendation method is applied to mobile terminal, which is characterized in that the method includes：
Acquire the historical behavior data of the mobile terminal owner；
According to the historical behavior data, information to be recommended is determined, wherein every information to be recommended corresponds to a secret grade；
Determine the intimate grade of active user and the mobile terminal owner；
Determine each secret grade with the intimate ratings match；
From the information to be recommended, screening target recommendation information corresponding with each secret grade is shown.
2. according to the method described in claim 1, it is characterized in that, described according to the historical behavior data, determine to be recommended
The step of information, including：
According to the historical behavior data, the corresponding attribute tags of the mobile terminal owner are determined；
Based on the attribute tags and the historical behavior data, information to be recommended is determined.
3. according to the method described in claim 1, it is characterized in that, the determining active user and the mobile terminal owner
Intimate grade the step of, including：
Judge whether active user is the mobile terminal owner；
If the active user is not the mobile terminal owner, the corresponding exposure of the active user is determined；
According to the exposure, the intimate grade of the active user and the mobile terminal owner are determined.
4. if according to the method described in claim 3, it is characterized in that, the active user and immobile terminal are all
Person, the step of determining the active user corresponding exposure, including：
If the active user is not the mobile terminal owner, judge to work as with the presence or absence of described in the mobile terminal
The cohesion account of preceding user；
If in the presence of exposure is extracted from the cohesion account of the active user as the corresponding exposure of the active user
Degree；Exposure in the cohesion account is increased into preset value；
If being not present, cohesion account is created for the active user, and by the exposure in the cohesion account of establishment
It is set as the preset value.
5. according to the method described in claim 1, it is characterized in that, each secret etc. of the determination and the intimate ratings match
The step of grade, including：
Determine the corresponding first secret grade of the intimate grade；
The first secret grade and secret grade are less than to each second secret grade of the first secret grade, determined
For the secret grade with the intimate ratings match.
6. a kind of mobile terminal, which is characterized in that the mobile terminal includes：
Data acquisition module, the historical behavior data for acquiring the mobile terminal owner；
First determining module, for according to the historical behavior data, determining information to be recommended, wherein every information to be recommended
A corresponding secret grade；
Second determining module, the intimate grade for determining active user and the mobile terminal owner；
Third determining module, for determining each secret grade with the intimate ratings match；
Display module is screened, for from the information to be recommended, screening target recommendation corresponding with each secret grade
Breath is shown.
7. mobile terminal according to claim 6, which is characterized in that first determining module includes：
Label determination sub-module, for according to the historical behavior data, determining the corresponding attribute of the mobile terminal owner
Label；
Information determination sub-module to be recommended determines letter to be recommended for being based on the attribute tags and the historical behavior data
Breath.
8. mobile terminal according to claim 6, which is characterized in that second determining module includes：
Judging submodule, for judging whether active user is the mobile terminal owner；
Exposure determination sub-module determines the current use if being not the mobile terminal owner for the active user
The corresponding exposure in family；
Intimate grade determination sub-module, for according to the exposure, determining that the active user is all with the mobile terminal
The intimate grade of person.
9. according to the method described in claim 8, it is characterized in that, the exposure determination sub-module includes：
Account judging unit judges described mobile whole if being not the mobile terminal owner for the active user
It whether there is the cohesion account of the active user in end；
Extraction unit, if in the presence of extraction exposure is as the current use from the cohesion account of the active user
The corresponding exposure in family；Exposure in the cohesion account is increased into preset value；
If account creating unit creates cohesion account for being not present for the active user, and by the described intimate of establishment
Exposure in degree account is set as the preset value.
10. mobile terminal according to claim 6, which is characterized in that the third determining module includes：
First secret grade determination sub-module, for determining the corresponding first secret grade of the intimate grade；
Second secret grade determination sub-module, for the first secret grade and secret grade to be less than first secret
Each second secret grade of grade, is determined as the secret grade with the intimate ratings match.
11. a kind of mobile terminal, which is characterized in that including processor, memory and be stored on the memory and can be in institute
The computer program run on processor is stated, such as claim 1 to 5 is realized when the computer program is executed by the processor
Any one of described in information recommendation method the step of.
12. a kind of computer readable storage medium, which is characterized in that store computer journey on the computer readable storage medium
Sequence, the information recommendation method as described in any one of claim 1 to 5 is realized when the computer program is executed by processor
Step.
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| CN201810380246.4A CN108769375A (en) | 2018-04-25 | 2018-04-25 | A kind of information recommendation method and mobile terminal |
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| CN201810380246.4A CN108769375A (en) | 2018-04-25 | 2018-04-25 | A kind of information recommendation method and mobile terminal |
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Application publication date: 20181106 |