CN108052591A - Information recommendation method, device, mobile terminal and computer readable storage medium - Google Patents
Information recommendation method, device, mobile terminal and computer readable storage medium Download PDFInfo
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- CN108052591A CN108052591A CN201711311513.4A CN201711311513A CN108052591A CN 108052591 A CN108052591 A CN 108052591A CN 201711311513 A CN201711311513 A CN 201711311513A CN 108052591 A CN108052591 A CN 108052591A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/90—Details of database functions independent of the retrieved data types
- G06F16/95—Retrieval from the web
- G06F16/953—Querying, e.g. by the use of web search engines
- G06F16/9535—Search customisation based on user profiles and personalisation
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Abstract
The invention relates to a kind of information recommendation method, device, mobile terminal and computer readable storage mediums.The above method, including：Obtain the column type for recommending column；It is obtained according to predetermined manner corresponding with the column type and recommends resource；Displaying number of each recommendation resource for determining to obtain in preset time period；The recommendation resource that displaying number in the preset time period is less than to predetermined threshold value is shown.Above- mentioned information recommends method, apparatus, mobile terminal and computer readable storage medium, and the resource of recommendation can be made more to be bonded user demand, improve user's viscosity.
Description
Technical field
This application involves field of computer technology, more particularly to a kind of information recommendation method, device, mobile terminal and meter
Calculation machine readable storage medium storing program for executing.
Background technology
With the high speed development of internet, user in terminal browsing pages or use in application, would generally in the page or
Some recommendation informations are shown to user, user can according to demand check the information of recommendation in.For example, in video page
In face, some videos recommended can be shown, in application shop, can show that some recommend application of installation etc..
The content of the invention
The embodiment of the present application provides a kind of information recommendation method, device, mobile terminal and computer readable storage medium, can
So that the resource recommended more is bonded user demand, user's viscosity is improved.
A kind of information recommendation method, including：
Obtain the column type for recommending column；
It is obtained according to predetermined manner corresponding with the column type and recommends resource；
Displaying number of each recommendation resource for determining to obtain in preset time period；
The recommendation resource that displaying number in the preset time period is less than to predetermined threshold value is shown.
A kind of information recommending apparatus, including：
Column type acquisition module, for obtaining the column type for recommending column；
Source obtaining module recommends resource for being obtained according to predetermined manner corresponding with the column type；
Number determining module, for determining displaying number of each recommendation resource of acquisition in preset time period；
Display module, the recommendation resource for the displaying number in the preset time period to be less than to predetermined threshold value carry out
Displaying.
A kind of mobile terminal including memory and processor, is stored with computer program, the calculating in the memory
When machine program is performed by the processor so that the processor realizes method as described above.
A kind of computer readable storage medium, is stored thereon with computer program, and the computer program is held by processor
Method as described above is realized during row.
Above- mentioned information recommends method, apparatus, mobile terminal and computer readable storage medium, obtains the column for recommending column
Type obtains according to predetermined manner corresponding with column type and recommends resource, and each recommendation resource for determining to obtain is when default
Between displaying number in section, and the recommendation resource that the displaying number in preset time period is less than to predetermined threshold value is shown,
The resource of recommendation can be made more to be bonded user demand, improve user's viscosity.
Description of the drawings
Fig. 1 is the block diagram of mobile terminal in one embodiment；
Fig. 2 is the flow diagram of information recommendation method in one embodiment；
Fig. 3 is the recommendation column schematic diagram that the page includes in one embodiment；
Fig. 4 is to obtain the flow signal for recommending resource in one embodiment according to predetermined manner corresponding with column type
Figure；
Fig. 5 is to obtain the flow signal for recommending resource in another embodiment according to predetermined manner corresponding with column type
Figure；
Fig. 6 is to resource addition is recommended to hide the flow diagram of label in one embodiment；
Fig. 7 is the block diagram of information recommending apparatus in one embodiment；
Fig. 8 is the block diagram of mobile terminal in another embodiment.
Specific embodiment
It is with reference to the accompanying drawings and embodiments, right in order to which the object, technical solution and advantage for making the application are more clearly understood
The application is further elaborated.It should be appreciated that specific embodiment described herein is only to explain the application, not
For limiting the application.
It is appreciated that term " first " used in this application, " second " etc. can be used to describe various elements herein,
But these elements should not be limited by these terms.These terms are only used to distinguish first element and another element.Citing comes
It says, in the case where not departing from scope of the present application, the first client can be known as the second client, and similarly, can incite somebody to action
Second client is known as the first client.First client and the second client both clients, but it is not same visitor
Family end.
Fig. 1 is the block diagram of above-mentioned mobile terminal in one embodiment.As shown in Figure 1, the mobile terminal includes passing through system
Processor, memory, network interface, display screen and the input unit of bus connection.Wherein, memory may include non-volatile deposit
Storage media and processor.The non-volatile memory medium of mobile terminal is stored with operating system and computer program, the computer
To realize a kind of information recommendation method provided in the embodiment of the present application when program is executed by processor.The processor is used to provide
Calculating and control ability, support the operation of entire mobile terminal.Built-in storage in mobile terminal is non-volatile memory medium
In computer program operation provide environment.Server of the network interface of the mobile terminal for according to this with outside passes through net
Network connection communication, for example obtained from server and recommend resource etc..The display screen of mobile terminal can be liquid crystal display or electricity
Sub- ink display screen etc., input unit can be set on the touch layer or mobile terminal case covered on display screen
Button, trace ball or Trackpad or external keyboard, Trackpad or mouse etc..The mobile terminal can be mobile phone,
Tablet computer or personal digital assistant or Wearable etc..It will be understood by those skilled in the art that the knot shown in Fig. 1
Structure only with the block diagram of the relevant part-structure of application scheme, does not form what application scheme was applied thereon
The restriction of mobile terminal, specific mobile terminal can include more some than more or fewer components shown in figure or combination
Component is arranged with different components.
As shown in Fig. 2, in one embodiment, a kind of information recommendation method is provided, is comprised the following steps：
Step 210, the column type for recommending column is obtained.
When user by mobile terminal browsing pages or starts application progress in use, mobile terminal can be in the page of displaying
Resource is recommended in middle displaying, wherein, resource is recommended to may include but be not limited to literal resource, picture resource, audio and video resources etc..Work as shifting
When dynamic terminal jumps to the page that will be shown, it whether can first detect in the page comprising column is recommended, optionally, recommend
Column can carry recommendation label, when mobile terminal detects the column for existing in the page and carrying recommendation label, it may be determined that
The column is recommendation column.
When mobile terminal is detected in the page comprising column is recommended, the column type of each recommendation column, version can be obtained
Block type may include the one or more in popular column, search column, hobby column etc., wherein, popular column can be used for pushing away
The resource welcome by public users is recommended, search column can be used for recommending and the matched resource of search key input by user, happiness
Good column can be used for recommending resource corresponding with the hobby of active user etc..Optionally, mobile terminal can obtain each in the page
Recommend column column mark, according to column identify obtain recommend column column type, wherein, column mark can by number,
One or more compositions in letter and character etc..In column mark can containing type flag bit, different column types can correspond to
Different type code positions, for example, the corresponding type code position of popular column is 1, it is 2 to like the corresponding type code position of column
Deng, but not limited to this.Mobile terminal can read type code position from column mark, and determine column class according to type code position
Type.
Optionally, one or more recommendations column can be included in the page, different recommendation columns can correspond to different columns
Type, different recommendation columns can be located at the different display location of the page, can also possess different displaying patterns.
Fig. 3 is the recommendation column schematic diagram that the page includes in one embodiment.It is searched as shown in figure 3, can include in the page
Rope frame 310, hobby column 320 and popular column 330, wherein, hobby column 320 is located at the lower section of search box 310, and hot topic version
Block is then located at the lower right side of hobby column 320.When user inputs search keyboard word in search box 310, drop-down etc. can be passed through
Mode pops up search column 312, can be covered in when search column 312 pops up on hobby column 320.It is to be appreciated that the page
The middle display location for recommending column and displaying pattern etc. are not limited in mode shown in Fig. 3 or other modes, the page
In may include recommendation columns more more or fewer than Fig. 3, be not limited thereto.
Step 220, obtained according to predetermined manner corresponding with column type and recommend resource.
Mobile terminal can be according to recommending the column type of column to obtain default recommendation resource acquisition mode, and according to educating in advance
The recommendation resource acquisition mode of baby obtains recommendation resource.Different column types can correspond to different recommendation resource acquisition modes, example
Such as, hobby column can determine active user in the proximal segment time by counting the search key of active user within a certain period of time
Focus, and obtain and the matched recommendation resource of the focus；Popular column can according to each resource public users browsing
The definite hot resources such as amount, click volume and/or download, and hot resource is subjected to recommendation displaying etc., but not limited to this.It is different
Column type is corresponding to recommend resource acquisition mode that can be set according to actual demand.
Mobile terminal can recommend resource acquisition mode to obtain recommendation resource according to corresponding with the column type for recommending column,
Optionally, mobile terminal can be obtained according to predetermined manner corresponding with column type from the database of server recommends resource,
Also recommendation resource can be directly acquired from resources bank by all caching resources in local resources bank.
Step 230, displaying number of each recommendation resource for determining to obtain in preset time period.
After acquisition for mobile terminal recommends resource, according to the resource identification of recommendation resource each recommendation resource can be determined default
Displaying number in period, wherein, resource identification can be made of the one or more in number, character and letter etc., be used for
Unique mark resource, preset time period can be configured according to demand, for example, in 1 month, in 3 weeks, in 20 days etc..Recommend
Displaying number of the resource in preset time period refers to the number that resource is recommended to be shown by current mobile terminal to user,
The displaying number of the recommendation column can not be only included in, may additionally include the displaying number of other recommendation columns and in other pages
Displaying number etc..
Step 240, the recommendation resource that the displaying number in preset time period is less than to predetermined threshold value is shown.
Mobile terminal can will recommend displaying number of the resource in preset time period to work as recommendation compared with predetermined threshold value
Displaying number of the resource in preset time period be greater than or equal to predetermined threshold value when, can be explained the recommendation resource displaying number compared with
It is more, if continuous presentation, may cause to recommend the waste of column, no normal direction user shows more attractive recommendation resource.It moves
The recommendation resource that dynamic terminal can not be greater than or equal to the displaying number in preset time period predetermined threshold value is shown, and can be obtained
The displaying number in preset time period is taken to be less than the recommendation resource of predetermined threshold value, and preset time period is illustrated in column is recommended
Interior displaying number is less than the recommendation resource of predetermined threshold value.
In the present embodiment, the column type for recommending column is obtained, is obtained according to predetermined manner corresponding with column type
Recommend resource, displaying number of each recommendation resource for determining to obtain in preset time period, and will be in preset time period
The recommendation resource that displaying number is less than predetermined threshold value is shown, and the resource of recommendation can be made more to be bonded user demand, improve and use
Family viscosity.
As shown in figure 4, in one embodiment, step 220 is obtained according to predetermined manner corresponding with column type recommends
Resource comprises the following steps：
Step 402, when column type is the first kind, user behavior custom data are obtained.
If recommending the column type of column as the first kind, which can be hobby column etc., and mobile terminal can
User behavior custom data are obtained, the historical operation for having user, operation moment, operation are can record in the user's behavioural habits data
The data such as content.Optionally, user behavior custom data can be behavioural habits data of the user to mobile terminal, it may include use
Application that family uses on mobile terminals uses the data such as duration, frequency of use.User behavior custom data can also be user
In the website belonging to the page or the behavioural habits data in application, it may include user the website or application in browse content,
The data such as the content of search.
Step 404, it is accustomed to data to user behavior by default analysis model to analyze, determines user property.
Mobile terminal can be accustomed to data to user behavior by default analysis model and analyze, and analysis model can extract
User behavior is accustomed to the behavioural characteristic of data, passes through the analysis to behavioural characteristic, it may be determined that user property.Optionally, mould is analyzed
Type can add one or more user tags according to behavioural characteristic, and mobile terminal can determine user property according to user tag.Example
Such as, analysis model extraction behavioural characteristic include 1 day play play 5 it is small when, daily all play game, play game belong to network trip
Play, then analysis model can add game enthusiasts, severe plays the labels such as game, online game, then mobile terminal is marked according to user
Label can determine that user property for severe game enthusiasts, likes online game etc..
In one embodiment, analysis model can be built by machine deep learning, can gather substantial amounts of user's row
It is to be accustomed to data as sample, and corresponding user tag is added to user in the sample, sample can be imported analysis model, point
Analysis model can carry out study structure to the sample for carrying user tag.
Step 406, obtain and the matched recommendation resource of user property.
Mobile terminal can obtain and the matched recommendation resource of user property, optionally, each resource tool according to user property
There is corresponding resource type, mobile terminal can choose resource type with the matched resource of user property as recommendation resource.For example,
User property is severe game enthusiasts, then can choose resource type and be used as the resource of game and recommend resource, further, if
User property is severe game enthusiasts, and likes online game, then can obtain the resource conduct that resource type is online game
Recommend resource；User property is young mother, then the resource that can choose resource type to give birth to children, which is used as, recommends resource；User property
For the intelligent that manages money matters, then it can choose the resource that resource type is financial type and be used as and recommend resource etc., but not limited to this.
In the present embodiment, data can be accustomed to according to user behavior and determines user property, and obtained and matched with user property
Recommendation resource, the resource of recommendation can be made more to be bonded user demand, improve user's viscosity.
In one embodiment, step 220 according to predetermined manner corresponding with column type obtain recommend resource, including with
Lower step：
Step 502, when column type be Second Type when, obtained from resources bank each resource number of visits and/or
Download time.
If recommending the column type of column, the Second Type can be popular type etc., and mobile terminal can for Second Type
Obtain number of visits and/or download time of each resource in public users from resources bank, and according to number of visits and/or under
Carry the popular degree that number determines each resource.Optionally, it is clear in certain period of time can to obtain each resource for mobile terminal
Look at number and/or download time, for example, can obtain number of visits and/or download time of each resource in 3 months or
The number of visits and/or download time of each resource in 1 month etc..
Step 504, the popular degree of each resource is determined according to number of visits and/or download time, and according to popular journey
Degree obtains the recommendation resource of default quantity.
Mobile terminal can determine the hot topic of each resource according to the number of visits and/or download time of each resource of acquisition
Degree.Optionally, mobile terminal pre-establishes the correspondence of number of visits and/or download time and popular degree, obtains each
After the number of visits and/or download time of a resource, can popular degree be determined according to the correspondence pre-established.In a reality
It applies in example, correspondence can be specific relational expression, for example download time can be able to be positively related linear with popular degree
Relation, download time is more, and popular degree can be higher.Correspondence can also be section correspondence, and mobile terminal can be advance
Different numberical ranges can be corresponded to by dividing number of visits or the numerical intervals of download time, different numerical intervals.For example, it can incite somebody to action
Number of visits is divided into 5 numerical intervals, including being less than 1,000 times, 1,000 times to 10,000 times, and 10,000 times to 200,000 times, 20
Ten thousand times to 500,000 times, 500,000 times with first-class, but not limited to this, each numerical intervals can correspond to different popular degrees.It can
Selection of land, can be first respectively according to number of visits and download after the number of visits and download time of each resource of acquisition for mobile terminal
Number determines corresponding popular degree, then is weighted by default weight and obtains final popular program etc..
Mobile terminal can be obtained according to the popular degree of each resource recommends resource, can popular degree be more than predeterminable level
Resource be chosen for recommend resource.
It is to be appreciated that acquisition for mobile terminal recommends the mode of resource to be not limited in above-mentioned several ways.If for example, version
Block type is the 3rd type, and the 3rd type can be search column etc., and mobile terminal can obtain search key input by user,
And it obtains and the matched resource of search key.Mobile terminal can obtain user behavior custom data, can pass through default analysis
Model analyzes user behavior custom data, determines user property.Mobile terminal can be determined and searched for according to user property
User's favorable rating of each resource of keyword match, and recommendation resource is therefrom chosen according to user's favorable rating.Further
Ground, mobile terminal can also in column is searched for according to user's favorable rating from least carrying out arrangement displaying greatly.But not limited to this,
Can be that other modes obtain recommendation resource.
In the present embodiment, the popular degree of resource can be determined according to the number of visits and/or download time of each resource,
And chosen according to popular degree and recommend resource, the resource of recommendation can be made more to be bonded user demand, improve user's viscosity.
In one embodiment, the displaying number in preset time period is less than the recommendation money of predetermined threshold value by step 240
Source is shown, including：Determine that the displaying number in preset time period is less than the recommendation resource of predetermined threshold value, according to displaying time
Number from small to large arranges definite recommendation resource, and the recommendation resource for being arranged in front the first default position is shown.
Mobile terminal is obtained according to predetermined manner corresponding with the column type for recommending column recommends resource, can obtain each
Recommend displaying number of the resource in preset time period, and determine that the displaying number in preset time period is less than predetermined threshold value
Recommend resource.Mobile terminal can be according to displaying number from small to large, and the recommendation resource that predetermined threshold value is less than to displaying number carries out
Arrangement, and the recommendation resource for being arranged in front the first default position is shown, wherein, the first default position can be set according to demand
It is fixed, for example, the recommendation resource for being arranged in front 5 can be shown or open up the recommendation resource for being arranged in front 6
Show, be shown the recommendation resource for being arranged in front 10.
In the present embodiment, it will show that the less recommendation resource priority of number is shown, can improve and recommend making for template
With efficiency, the resource of recommendation is made more to be bonded user demand, improves user's viscosity.
In one embodiment, the displaying number in preset time period is less than the recommendation money of predetermined threshold value by step 240
Source is shown, including：The displaying moment of each recommendation resource the last time is obtained, and is counted according to displaying moment and current time
Displaying time interval is calculated, the displaying number in preset time period is less than the recommendation resource of predetermined threshold value according between the displaying time
It is arranged every from big to small, and the recommendation resource for being arranged in front the second default position is shown.
Mobile terminal is obtained according to predetermined manner corresponding with the column type for recommending column recommends resource, can obtain each
Recommend the displaying moment of resource the last time, and calculated according to the displaying moment and current time of each recommendation resource the last time
The corresponding displaying time interval for recommending resource.Mobile terminal determines that the displaying number in preset time period is less than predetermined threshold value
After recommending resource, definite recommendation resource according to displaying time interval can be arranged from big to small, and the will be arranged in front
The recommendation resource of two default positions is shown.Second default position can be set according to demand, for example, 3 can will be arranged in front
Recommendation resource be shown or be shown the recommendation resource for being arranged in front 5, by be arranged in front 10 recommendation provide
Source is shown.
It is to be appreciated that other modes displaying, which can also be used, in mobile terminal recommends resource, such as can be according to recommendation resource
Popular degree is shown or is shown according to user's favorable rating etc. from big to small.
In the present embodiment, the longer recommendation resource priority of the last displaying time interval is shown, can carried
Height recommends the service efficiency of template, and the resource of recommendation is made more to be bonded user demand, improves user's viscosity.
As shown in fig. 6, in one embodiment, in each recommendation resource that step 230 determines to obtain in preset time period
Interior displaying number, comprises the following steps：
Step 602, be extracted in preset time period displaying number be greater than or equal to predetermined threshold value recommendation resource, and
It is added in the recommendation resource of extraction and hides label and hiding period.
After mobile terminal obtains recommendation resource according to predetermined manner corresponding with the column type for recommending column, can therefrom it carry
The displaying number in preset time period is taken to be greater than or equal to the recommendation resource of predetermined threshold value.Mobile terminal can first Detection and Extraction
Whether each recommendation resource carries hiding label, if the recommendation resource of extraction, which does not carry, hides label, mobile terminal can
It is added in the recommendation resource and hides label and hiding period.The hiding period can be set according to actual demand, can be wrapped
Containing hiding initial time and finish time, wherein, at the time of hiding initial time can be that label is hidden in addition, at the end of
Between initial time can be obtained plus the default period, for example, the default period can be 30 days, initial time 2017
On November 1, in, then finish time is on December 1st, 2017 etc..
Step 604, to carrying the recommendation resource of hiding label within the corresponding hiding period without displaying.
When mobile terminal obtains recommendation resource every time, and it is pre- to be therefrom determined that the displaying number in preset time period is less than
If after the recommendation resource of threshold value, before being shown, it can first detect the displaying number in preset time period and be less than default threshold
Whether the recommendation resource of value carries hiding label, if carrying hiding label, can further detect whether current time is in
The corresponding hiding period.If resource is recommended to carry hiding label, and current time is in the corresponding hiding period, it is mobile
Terminal can be to the recommendation resource without displaying.
In one embodiment, it is mobile when the recommendation resource for carrying hiding label is more than the corresponding hiding period
Terminal can cancel the hiding label for recommending resource, further, when the recommendation resource for carrying hiding label is more than hiding knot
During the beam moment, mobile terminal can cancel the hiding label for recommending resource.Optionally, mobile terminal section can be examined at every fixed time
It is more than the corresponding hiding period that whether survey in resources bank, which has the resource for carrying hiding label, and it is more than when corresponding to hide to cancel
Between section the hiding label that carries of resource, hiding period of the resource can be cancelled simultaneously.Optionally, mobile terminal also can be in root
It is obtained according to predetermined manner corresponding with the column type for recommending column after recommending resource, detects whether to carry hiding label
It is more than the corresponding hiding period to recommend resource, can cancel the hiding mark carried more than the recommendation resource of corresponding hiding period
Label.
In the present embodiment, the recommendation resource of predetermined threshold value can be greater than or equal to the displaying number in preset time period
Without displaying, the service efficiency for recommending column can be improved, the resource of recommendation is made more to be bonded user demand, improves user's viscosity.
In one embodiment, a kind of information recommendation method is provided, is comprised the following steps：
Step (1) obtains the column type for recommending column.
Step (2) obtains according to predetermined manner corresponding with column type and recommends resource.
Optionally, step (2), including：When column type is the first kind, user behavior custom data are obtained；Pass through
Default analysis model analyzes user behavior custom data, determines user property；It obtains and user property is matched pushes away
Recommend resource.
Optionally, step (2), including：When column type is Second Type, the clear of each resource is obtained from resources bank
Look at number and/or download time；The popular degree of each resource is determined according to number of visits and/or download time, and according to heat
Door degree obtains the recommendation resource of default quantity.
Step (3), displaying number of each recommendation resource for determining to obtain in preset time period.
Step (4), the recommendation resource that the displaying number in preset time period is less than to predetermined threshold value are shown.
Optionally, step (4), including：Determine that the displaying number in preset time period is less than the recommendation money of predetermined threshold value
Source；Definite recommendation resource is arranged from small to large according to displaying number, and the recommendation that the first default position will be arranged in front
Resource is shown.
Optionally, step (4), including：The displaying moment of each recommendation resource the last time is obtained, and according to the displaying moment
And current time calculates displaying time interval；The recommendation resource that displaying number in preset time period is less than to predetermined threshold value is pressed
It is arranged from big to small according to displaying time interval, and the recommendation resource for being arranged in front the second default position is shown.
Optionally, after step (3), further include：The displaying number being extracted in preset time period is greater than or equal to pre-
If the recommendation resource of threshold value, and added in the recommendation resource of extraction and hide label and hiding period；To carrying hiding mark
The recommendation resource of label is within the corresponding hiding period without displaying.
Optionally, when the recommendation resource for carrying hiding label is more than the corresponding hiding period, cancel and recommend resource
Hiding label.
In the present embodiment, the column type for recommending column is obtained, is obtained according to predetermined manner corresponding with column type
Recommend resource, displaying number of each recommendation resource for determining to obtain in preset time period, and will be in preset time period
The recommendation resource that displaying number is less than predetermined threshold value is shown, and the resource of recommendation can be made more to be bonded user demand, improve and use
Family viscosity.
As shown in fig. 7, in one embodiment, a kind of information recommending apparatus 700 is provided, including column type acquisition module
710th, source obtaining module 720, number determining module 730 and display module 740.
Column type acquisition module 710, for obtaining the column type for recommending column.
Source obtaining module 720 recommends resource for being obtained according to predetermined manner corresponding with column type.
Number determining module 730, for determining displaying number of each recommendation resource of acquisition in preset time period.
Display module 740, the recommendation resource for the displaying number in preset time period to be less than to predetermined threshold value carry out
Displaying.
In the present embodiment, the column type for recommending column is obtained, is obtained according to predetermined manner corresponding with column type
Recommend resource, displaying number of each recommendation resource for determining to obtain in preset time period, and will be in preset time period
The recommendation resource that displaying number is less than predetermined threshold value is shown, and the resource of recommendation can be made more to be bonded user demand, improve and use
Family viscosity.
In one embodiment, source obtaining module 720 are obtained including behavior acquiring unit, attribute determining unit and resource
Take unit.
Behavior acquiring unit, for when column type is the first kind, obtaining user behavior custom data.
Attribute determining unit is analyzed for being accustomed to data to user behavior by default analysis model, determines to use
Family attribute.
Resource acquisition unit, for obtaining and the matched recommendation resource of user property.
In the present embodiment, data can be accustomed to according to user behavior and determines user property, and obtained and matched with user property
Recommendation resource, the resource of recommendation can be made more to be bonded user demand, improve user's viscosity.
In one embodiment, source obtaining module 720, except including behavior acquiring unit, attribute determining unit and money
Source acquiring unit further includes number acquiring unit.
Number acquiring unit, for when column type is Second Type, the browsing of each resource to be obtained from resources bank
Number and/or download time.
Resource acquisition unit is additionally operable to determine the popular degree of each resource according to number of visits and/or download time, and
The recommendation resource of default quantity is obtained according to popular degree.
In the present embodiment, the popular degree of resource can be determined according to the number of visits and/or download time of each resource,
And chosen according to popular degree and recommend resource, the resource of recommendation can be made more to be bonded user demand, improve user's viscosity.
In one embodiment, display module 740, including resource determination unit and display unit.
Resource determination unit, for determining that the displaying number in preset time period is less than the recommendation resource of predetermined threshold value.
Display unit for being arranged from small to large definite recommendation resource according to displaying number, and will be arranged in
The recommendation resource of preceding first default position is shown.
In the present embodiment, it will show that the less recommendation resource priority of number is shown, can improve and recommend making for template
With efficiency, the resource of recommendation is made more to be bonded user demand, improves user's viscosity.
In one embodiment, display module 740 except including resource determination unit and display unit, further include interval
Acquiring unit.
Interval acquiring unit, for obtain it is each recommendation resource the last time the displaying moment, and according to show the moment and
Current time calculates displaying time interval.
Display unit is additionally operable to the displaying number in preset time period being less than the recommendation resource of predetermined threshold value according to exhibition
Show that time interval is arranged from big to small, and the recommendation resource for being arranged in front the second default position is shown.
In the present embodiment, the longer recommendation resource priority of the last displaying time interval is shown, can carried
Height recommends the service efficiency of template, and the resource of recommendation is made more to be bonded user demand, improves user's viscosity.
In one embodiment, above- mentioned information recommendation apparatus 700, except including column type acquisition module 710, resource obtains
Modulus block 720, number determining module 730 and display module 740 further include extraction module and cancel module.
Extraction module, the recommendation that the displaying number for being extracted in preset time period is greater than or equal to predetermined threshold value provide
Source, and added in the recommendation resource of extraction and hide label and hiding period.
Display module 740, be additionally operable to the recommendation resource for carrying hiding label within the corresponding hiding period not into
Row displaying.
Cancel module, for when the recommendation resource for carrying hiding label is more than the corresponding hiding period, cancellation to push away
Recommend the hiding label of resource.
In the present embodiment, the recommendation resource of predetermined threshold value can be greater than or equal to the displaying number in preset time period
Without displaying, the service efficiency for recommending column can be improved, the resource of recommendation is made more to be bonded user demand, improves user's viscosity.
The embodiment of the present application additionally provides a kind of mobile terminal.As shown in figure 8, it for convenience of description, illustrates only and this
Apply for the relevant part of embodiment, particular technique details does not disclose, refer to the embodiment of the present application method part.The movement is whole
End can be to include mobile phone, tablet computer, personal digital assistant (Personal Digital Assistant, PDA), sale eventually
The arbitrary terminal devices such as (Point of Sales, POS), vehicle-mounted computer, Wearable are held, are by mobile phone of mobile terminal
Example：
Fig. 8 is the block diagram with the part-structure of the relevant mobile phone of mobile terminal provided by the embodiments of the present application.With reference to figure 8,
Mobile phone includes：Radio frequency (Radio Frequency, RF) circuit 810, memory 820, input unit 830, display unit 840, biography
Sensor 850, voicefrequency circuit 860, Wireless Fidelity (wireless fidelity, WiFi) module 870, processor 880, Yi Ji electricity
890 grade components of source.It, can be with it will be understood by those skilled in the art that handset structure shown in Fig. 8 does not form the restriction to mobile phone
Including either combining some components or different components arrangement than illustrating more or fewer components.
Wherein, RF circuits 810 can be used for receive and send messages or communication process in, signal sends and receivees, can be by base station
After downlink information receives, handled to processor 880；It can also be by the data sending of uplink to base station.In general, RF circuits include but
Be not limited to antenna, at least one amplifier, transceiver, coupler, low-noise amplifier (Low Noise Amplifier,
LNA), duplexer etc..In addition, RF circuits 810 can also be communicated by wireless communication with network and other equipment.Above-mentioned channel radio
Letter can use any communication standard or agreement, include but not limited to GSM, GPRS, CDMA (Code Division
Multiple Access, CDMA), W-CDMA, Long Term Evolution (Long Term Evolution, LTE), Email, short disappear
Breath service (Short Messaging Service, SMS) etc..
Memory 820 can be used for storage software program and module, and processor 880 is stored in memory 820 by operation
Software program and module, so as to perform the various function application of mobile phone and data processing.Memory 820 can mainly include
Program storage area and data storage area, wherein, program storage area can storage program area, the application journey needed at least one function
Sequence (such as the application program of sound-playing function, application program of image player function etc.) etc.；Data storage area can store root
Created data (such as voice data, address list etc.) etc. are used according to mobile phone.In addition, memory 820 can be included at a high speed
Random access memory, can also include nonvolatile memory, a for example, at least disk memory, flush memory device or
Other volatile solid-state parts.
Input unit 830 can be used for the number for receiving input or character information and generation and the user setting of mobile phone 800
And the key signals input that function control is related.Specifically, input unit 830 may include touch panel 832 and other inputs
Equipment 834.Touch panel 832, alternatively referred to as touch-screen collect user on it or neighbouring touch operation (such as user
Use the operation of any suitable object such as finger, stylus or attachment on touch panel 832 or near touch panel 832),
And corresponding attachment device is driven according to preset formula.In one embodiment, touch panel 832 may include to touch inspection
Survey two parts of device and touch controller.Wherein, the touch orientation of touch detecting apparatus detection user, and detect touch operation
The signal brought, transmits a signal to touch controller；Touch controller receives touch information from touch detecting apparatus, and will
It is converted into contact coordinate, then gives processor 880, and can receive the order that processor 880 is sent and be performed.In addition,
The polytypes such as resistance-type, condenser type, infrared ray and surface acoustic wave may be employed and realize touch panel 832.Except touch surface
Plate 832, input unit 830 can also include other input equipments 834.Specifically, other input equipments 834 can be included but not
The one or more being limited in physical keyboard, function key (such as volume control button, switch key etc.) etc..
Display unit 840 is various available for the information and mobile phone for showing by information input by user or being supplied to user
Menu.Display unit 840 may include display panel 842.In one embodiment, liquid crystal display (Liquid may be employed
Crystal Display, LCD), the forms such as Organic Light Emitting Diode (Organic Light-Emitting Diode, OLED)
To configure display panel 842.In one embodiment, touch panel 832 can cover display panel 842, when touch panel 832 is examined
It measures and on it or after neighbouring touch operation, sends processor 880 to determine the type of touch event, be followed by subsequent processing device
880 provide corresponding visual output according to the type of touch event on display panel 842.Although in fig. 8, touch panel
832 and display panel 842 are the components independent as two to realize the input of mobile phone and input function, but in some implementations
In example, can be integrated by touch panel 832 and display panel 842 and that realizes mobile phone output and input function.
Mobile phone 800 may also include at least one sensor 850, such as optical sensor, motion sensor and other sensings
Device.Specifically, optical sensor may include 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 842, and proximity sensor can close display panel when mobile phone is moved in one's ear
842 and/or backlight.Motion sensor may include acceleration transducer, can detect by acceleration transducer and adds in all directions
The size of speed can detect that size and the direction of gravity when static, application (such as the horizontal/vertical screen available for identification mobile phone posture
Switching), Vibration identification correlation function (such as pedometer, tap) etc.；In addition, mobile phone can also configure gyroscope, barometer, humidity
Other sensors such as meter, thermometer, infrared ray sensor etc..
Voicefrequency circuit 860, loud speaker 862 and microphone 864 can provide the audio interface between user and mobile phone.Audio-frequency electric
The transformed electric signal of the voice data received can be transferred to loud speaker 862, sound is converted to by loud speaker 862 by road 860
Signal output；On the other hand, the voice signal of collection is converted to electric signal by microphone 864, is turned after being received by voicefrequency circuit 860
Be changed to voice data, then after voice data output processor 880 is handled, through RF circuits 810 can be sent to another mobile phone or
Person exports voice data to memory 820 so as to subsequent processing.
WiFi belongs to short range wireless transmission technology, and mobile phone can help user's transceiver electronics postal by WiFi module 870
Part, browsing webpage and access streaming video etc., it has provided wireless broadband internet to the user and has accessed.Although Fig. 8 is shown
WiFi module 870, but it is understood that, and must be configured into for mobile phone 800 is not belonging to, it can omit as needed.
Processor 880 is the control centre of mobile phone, using various interfaces and the various pieces of connection whole mobile phone, is led to
It crosses operation or performs the software program being stored in memory 820 and/or module and call and be stored in memory 820
Data perform the various functions of mobile phone and processing data, so as to carry out integral monitoring to mobile phone.In one embodiment, handle
Device 880 may include one or more processing units.In one embodiment, processor 880 can integrate application processor and modulation
Demodulator, wherein, the main processing operation system of application processor, user interface and application program etc.；Modem is mainly located
Manage wireless communication.It is understood that above-mentioned modem can not also be integrated into processor 880.For example, the processor
880 can integrate application processor and baseband processor, baseband processor with and other peripheral chips etc. can form modem.
Mobile phone 800 is further included to the power supply 890 (such as battery) of all parts power supply, it is preferred that power supply can pass through power management system
System is logically contiguous with processor 880, so as to realize the work(such as management charging, electric discharge and power managed by power-supply management system
Energy.
In one embodiment, mobile phone 800 can also include camera, bluetooth module etc..
In the embodiment of the present application, the processor 880 included by the mobile terminal performs the calculating of storage on a memory
Above-mentioned information recommendation method is realized during machine program.
In one embodiment, which may include memory 820 and processor 880, is stored in memory 820
Computer program, when which is performed by processor 880 so that processor performs following steps：
Obtain the column type for recommending column；
It is obtained according to predetermined manner corresponding with column type and recommends resource；
Displaying number of each recommendation resource for determining to obtain in preset time period；
The recommendation resource that displaying number in preset time period is less than to predetermined threshold value is shown.
In one embodiment, a kind of computer readable storage medium is provided, is stored thereon with computer program, the calculating
Machine program realizes above-mentioned information recommendation method when being executed by processor.
In one embodiment, a kind of computer program product for including computer program is provided, when it sets in computer
During standby upper operation so that computer equipment realizes above-mentioned information recommendation method when performing.
One of ordinary skill in the art will appreciate that realizing all or part of flow in above-described embodiment method, being can be with
Relevant hardware is instructed to complete by computer program, the program can be stored in a non-volatile computer and can be read
In storage medium, the program is upon execution, it may include such as the flow of the embodiment of above-mentioned each method.Wherein, the storage is situated between
Matter can be magnetic disc, CD, read-only memory (Read-Only Memory, ROM) etc..
Any reference of memory, storage, database or other media may include as used herein non-volatile
And/or volatile memory.Suitable nonvolatile memory may include read-only memory (ROM), programming ROM (PROM),
Electrically programmable ROM (EPROM), electrically erasable ROM (EEPROM) or flash memory.Volatile memory may include arbitrary access
Memory (RAM), it is used as external cache.By way of illustration and not limitation, RAM is available in many forms, such as
It is static RAM (SRAM), dynamic ram (DRAM), synchronous dram (SDRAM), double data rate sdram (DDR SDRAM), enhanced
SDRAM (ESDRAM), synchronization link (Synchlink) DRAM (SLDRAM), memory bus (Rambus) direct RAM
(RDRAM), direct memory bus dynamic ram (DRDRAM) and memory bus dynamic ram (RDRAM).
Each technical characteristic of embodiment described above can be combined arbitrarily, to make description succinct, not to above-mentioned reality
It applies all possible combination of each technical characteristic in example to be all described, as long as however, the combination of these technical characteristics is not deposited
In contradiction, the scope that this specification is recorded all is considered to be.
Embodiment described above only expresses the several embodiments of the application, and description is more specific and detailed, but simultaneously
It cannot therefore be construed as limiting the scope of the patent.It should be pointed out that come for those of ordinary skill in the art
It says, on the premise of the application design is not departed from, various modifications and improvements can be made, these belong to the protection of the application
Scope.Therefore, the protection domain of the application patent should be determined by the appended claims.
Claims (10)
1. a kind of information recommendation method, which is characterized in that including：
Obtain the column type for recommending column；
It is obtained according to predetermined manner corresponding with the column type and recommends resource；
Displaying number of each recommendation resource for determining to obtain in preset time period；
The recommendation resource that displaying number in the preset time period is less than to predetermined threshold value is shown.
2. according to the method described in claim 1, it is characterized in that, basis predetermined manner corresponding with the column type
It obtains and recommends resource, including：
When the column type is the first kind, user behavior custom data are obtained；
It is accustomed to data to the user behavior by default analysis model to analyze, determines user property；
It obtains and the matched recommendation resource of the user property.
3. according to the method described in claim 1, it is characterized in that,
Basis predetermined manner corresponding with the column type, which obtains, recommends resource, including：
When the column type is Second Type, the number of visits and/or download time of each resource are obtained from resources bank；
The popular degree of each resource is determined according to the number of visits and/or download time, and is obtained according to the popular degree
Take the recommendation resource of default quantity.
It is 4. according to the method described in claim 1, it is characterized in that, described that the displaying number in the preset time period is small
It is shown in the recommendation resource of predetermined threshold value, including：
Determine that the displaying number in the preset time period is less than the recommendation resource of predetermined threshold value；
Definite recommendation resource is arranged from small to large according to displaying number, and the recommendation that the first default position will be arranged in front
Resource is shown.
It is 5. according to the method described in claim 1, it is characterized in that, described that the displaying number in the preset time period is small
It is shown in the recommendation resource of predetermined threshold value, including：
Each displaying moment for recommending resource the last time is obtained, and exhibition is calculated according to the displaying moment and current time
Show time interval；
Displaying number in the preset time period is less than the recommendation resource of predetermined threshold value according to the displaying time interval
It is arranged from big to small, and the recommendation resource for being arranged in front the second default position is shown.
6. according to the method described in claim 1, it is characterized in that, the definite acquisition each recommendation resource when default
Between after displaying number in section, the method further includes：
The displaying number being extracted in the preset time period is greater than or equal to the recommendation resource of predetermined threshold value, and pushing away in extraction
It recommends to add in resource and hides label and hiding period；
To carrying the recommendation resource of hiding label within the corresponding hiding period without displaying.
7. according to the method described in claim 6, it is characterized in that, the method further includes：
When the recommendation resource for carrying hiding label is more than the corresponding hiding period, cancel the hiding mark for recommending resource
Label.
8. a kind of information recommending apparatus, which is characterized in that including：
Column type acquisition module, for obtaining the column type for recommending column；
Source obtaining module recommends resource for being obtained according to predetermined manner corresponding with the column type；
Number determining module, for determining displaying number of each recommendation resource of acquisition in preset time period；
Display module, the recommendation resource for the displaying number in the preset time period to be less than to predetermined threshold value are opened up
Show.
9. a kind of mobile terminal including memory and processor, is stored with computer program, the computer in the memory
When program is performed by the processor so that the processor realizes the method as described in claim 1 to 7 is any.
10. a kind of computer readable storage medium, is stored thereon with computer program, which is characterized in that the computer program
The method as described in claim 1 to 7 is any is realized when being executed by processor.
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|---|---|---|---|
| CN201711311513.4A CN108052591A (en) | 2017-12-11 | 2017-12-11 | Information recommendation method, device, mobile terminal and computer readable storage medium |
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| CN112711709A (en) * | 2021-01-04 | 2021-04-27 | 拉扎斯网络科技（上海）有限公司 | Resource information page presenting method and device |
| CN116205710A (en) * | 2023-02-21 | 2023-06-02 | 深圳市道旅旅游科技股份有限公司 | Hotel recommendation method, storage medium and computer equipment |
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Application publication date: 20180518 |