CN106951496A - A kind of list ordering device and method - Google Patents
A kind of list ordering device and method Download PDFInfo
- Publication number
- CN106951496A CN106951496A CN201710152944.4A CN201710152944A CN106951496A CN 106951496 A CN106951496 A CN 106951496A CN 201710152944 A CN201710152944 A CN 201710152944A CN 106951496 A CN106951496 A CN 106951496A
- Authority
- CN
- China
- Prior art keywords
- information
- list
- user
- data
- server
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 238000000034 method Methods 0.000 title claims abstract description 46
- 238000004891 communication Methods 0.000 claims abstract description 8
- 230000003542 behavioural effect Effects 0.000 claims description 11
- 230000004044 response Effects 0.000 claims description 7
- 230000008707 rearrangement Effects 0.000 claims description 6
- 230000008859 change Effects 0.000 abstract description 6
- 230000006399 behavior Effects 0.000 description 55
- 238000010586 diagram Methods 0.000 description 11
- 238000011017 operating method Methods 0.000 description 8
- 230000006870 function Effects 0.000 description 7
- 230000015654 memory Effects 0.000 description 6
- 230000008569 process Effects 0.000 description 5
- 201000007094 prostatitis Diseases 0.000 description 3
- 230000008901 benefit Effects 0.000 description 2
- 238000004590 computer program Methods 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 230000003993 interaction Effects 0.000 description 2
- 230000009471 action Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000005540 biological transmission Effects 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000011161 development Methods 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 230000007246 mechanism Effects 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0633—Lists, e.g. purchase orders, compilation or processing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/23—Updating
- G06F16/2379—Updates performed during online database operations; commit processing
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/25—Integrating or interfacing systems involving database management systems
- G06F16/252—Integrating or interfacing systems involving database management systems between a Database Management System and a front-end application
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/02—Marketing; Price estimation or determination; Fundraising
- G06Q30/0241—Advertisements
- G06Q30/0251—Targeted advertisements
- G06Q30/0255—Targeted advertisements based on user history
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q30/00—Commerce
- G06Q30/06—Buying, selling or leasing transactions
- G06Q30/0601—Electronic shopping [e-shopping]
- G06Q30/0631—Item recommendations
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/20—Servers specifically adapted for the distribution of content, e.g. VOD servers; Operations thereof
- H04N21/25—Management operations performed by the server for facilitating the content distribution or administrating data related to end-users or client devices, e.g. end-user or client device authentication, learning user preferences for recommending movies
- H04N21/251—Learning process for intelligent management, e.g. learning user preferences for recommending movies
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
- H04N21/442—Monitoring of processes or resources, e.g. detecting the failure of a recording device, monitoring the downstream bandwidth, the number of times a movie has been viewed, the storage space available from the internal hard disk
- H04N21/44213—Monitoring of end-user related data
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
- H04N21/442—Monitoring of processes or resources, e.g. detecting the failure of a recording device, monitoring the downstream bandwidth, the number of times a movie has been viewed, the storage space available from the internal hard disk
- H04N21/44213—Monitoring of end-user related data
- H04N21/44222—Analytics of user selections, e.g. selection of programs or purchase activity
Landscapes
- Engineering & Computer Science (AREA)
- Databases & Information Systems (AREA)
- Business, Economics & Management (AREA)
- Theoretical Computer Science (AREA)
- Finance (AREA)
- Accounting & Taxation (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Strategic Management (AREA)
- Development Economics (AREA)
- Signal Processing (AREA)
- Economics (AREA)
- General Business, Economics & Management (AREA)
- Social Psychology (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Marketing (AREA)
- Multimedia (AREA)
- General Engineering & Computer Science (AREA)
- Data Mining & Analysis (AREA)
- Computer Networks & Wireless Communication (AREA)
- Entrepreneurship & Innovation (AREA)
- Game Theory and Decision Science (AREA)
- Computing Systems (AREA)
- Information Retrieval, Db Structures And Fs Structures Therefor (AREA)
- Management, Administration, Business Operations System, And Electronic Commerce (AREA)
Abstract
The present invention provides a kind of list ordering device and method, and applied to the user terminal being connected with server communication, methods described includes：Obtain the operation behavior information that user browses information, and send the operation behavior information to the server, so that the operation behavior information and each information prestored are carried out similarity mode calculating by the server, the similar degrees of data between the operation behavior information and each information is obtained；The similar degrees of data is obtained from the server, and is stored；Information list content is reordered according to the similar degrees of data, the information list obtained after reordering is shown.The list ordering mode that the present invention is provided can provide the user personalized recommendation list, preferably meet the individual demand of user, and preferably suit the interests change of user according to the hobby of user.
Description
Technical field
The present invention relates to communication technical field, in particular to a kind of list ordering device and method.
Background technology
With the development and the popularization of various smart machines of the communication technology, the quantity of user is more and more, and demand is a variety of more
Sample, custom hobby is also had nothing in common with each other.User using smart machine watch video TV or carry out shopping at network when, presentation
Recommendation list page often sorts according to time either popular degree, and user is entering fashionable every time, what its list page was shown
The change of content is smaller (such as video industry will not have many new prototype sheets to come out daily), brings content few to user
The illusion not upgraded in time either.Also, the personalized ordering of content can not be carried out according to the hobby of user.
The content of the invention
In view of this, the purpose of the embodiment of the present invention is to provide a kind of list ordering device and method, above-mentioned to solve
Problem.
Present pre-ferred embodiments provide a kind of list ordering device, whole applied to the user being connected with server communication
End, the list ordering device includes：
Behavioural information acquisition module, browses the operation behavior information of information for obtaining user, and by the operation behavior
Information is sent to the server, so that the operation behavior information and each information prestored are carried out similarity by the server
Matching primitives, obtain the similar degrees of data between the operation behavior information and each information；
Similarity data acquisition module, for obtaining the similar degrees of data from the server, and is stored；
Reorder module, for being reordered according to the similar degrees of data to information list content, after reordering
Obtained information list is shown.
Further, the behavioural information acquisition module is additionally operable in real time or user is browsed information by interval predetermined period
Operation behavior information is sent to the server, so that the server is updated to similar degrees of data.
Further, the module that reorders is additionally operable to：
Preset duration is spaced, the information list content is updated according to the similar degrees of data, so that after updating
Information list content be different from the information list content before updating, and the information list after renewal is shown.
Further, the module that reorders is additionally operable to：
Count the information list and be refreshed frequency, when being refreshed frequency and reaching preset value, according to the similar number of degrees
It is updated according to the information list content, so that the information list content after updating is different from the information list before updating
Hold, and the information list obtained after renewal is shown.
Further, it is described reorder module include request response submodule, search submodule, reorder submodule and
Display sub-module；
The request response submodule, the information request for responding user；
The lookup submodule, the similarity for finding out corresponding with the information request each information and each information
Data；
The submodule that reorders, for according to the similar degrees of data of each information found out to each money for finding out
News are reordered, and obtain list of reordering corresponding with the information request；
The display sub-module, for the list of reordering to be shown.
Another preferred embodiment of the present invention provides a kind of list ordering method, applied to the user being connected with server communication
Terminal, methods described includes：
Obtain user and browse the operation behavior information of information, and the operation behavior information is sent to the server,
So that the operation behavior information and each information prestored are carried out similarity mode calculating by the server, the operation is obtained
Similar degrees of data between behavioural information and each information；
The similar degrees of data is obtained from the server, and is stored；
Information list content is reordered according to the similar degrees of data, the information list obtained after reordering is entered
Row display.
Further, methods described also includes：
Real-time or interval predetermined period sends the operation behavior information that user browses information to the server, so that institute
Server is stated to be updated similar degrees of data.
Further, methods described also includes：
Preset duration is spaced, the information list content is updated according to the similar degrees of data, so that after updating
Information list content be different from the information list content before updating, and the information list after renewal is shown.
Further, methods described also includes：
Count the information list and be refreshed frequency, when being refreshed frequency and reaching preset value, according to the similar number of degrees
It is updated according to the information list content, so that the information list content after updating is different from the information list before updating
Hold, and the information list obtained after renewal is shown.
Further, it is described that information list content is reordered according to the similar degrees of data, after reordering
To information list shown the step of, including：
Respond the information request of user；
Find out the similar degrees of data of corresponding with the information request each information and each information；
Each information found out is reordered according to the similar degrees of data of each information found out, obtained and institute
State the corresponding list of reordering of information request；
The list of reordering is shown.
Compared to prior art, the present invention has the advantages that：
The present invention provides a kind of list ordering device and method, and the operation behavior for browsing information by the user got is believed
Breath calculates the similar degrees of data obtained between the operation behavior information and each information, according to the similar degrees of data to corresponding information
List page is ranked up to recommend user.The list ordering method can be provided the user according to the hobby of user
Property recommendation list, preferably meets the individual demand of user, and preferably suit the interests change of user.
To enable the above objects, features and advantages of the present invention to become apparent, preferred embodiment cited below particularly, and coordinate
Appended accompanying drawing, is described in detail below.
Brief description of the drawings
Technical scheme in order to illustrate more clearly the embodiments of the present invention, below will be attached to what is used needed for embodiment
Figure is briefly described, it will be appreciated that the following drawings illustrate only certain embodiments of the present invention, therefore is not construed as pair
The restriction of scope, for those of ordinary skill in the art, on the premise of not paying creative work, can also be according to this
A little accompanying drawings obtain other related accompanying drawings.
A kind of application scenarios schematic diagram for list ordering method that Fig. 1 provides for present pre-ferred embodiments.
The schematic block diagram for the user terminal that Fig. 2 provides for present pre-ferred embodiments.
A kind of flow chart for list ordering method that Fig. 3 provides for present pre-ferred embodiments.
The flow chart for the sub-step that Fig. 4 is step S105 in Fig. 3.
Another flow chart for the list ordering method that Fig. 5 provides for present pre-ferred embodiments.
Another flow chart for the list ordering method that Fig. 6 provides for present pre-ferred embodiments.
The schematic block diagram for the list ordering device that Fig. 7 provides for present pre-ferred embodiments.
The schematic block diagram for the module that reorders that Fig. 8 provides for present pre-ferred embodiments.
Icon：100- user terminals；110- list ordering devices；111- behavioural information acquisition modules；The similar number of degrees of 112-
According to acquisition module；113- reorders module；1131- request response submodules；1132- searches submodule；1133- reorders submodule
Block；1134- display sub-modules；120- processors；130- memories；200- servers.
Embodiment
Below in conjunction with accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out clear, complete
Ground is described, it is clear that described embodiment is only a part of embodiment of the invention, rather than whole embodiments.Generally exist
The component of the embodiment of the present invention described and illustrated in accompanying drawing can be arranged and designed with a variety of configurations herein.Cause
This, the detailed description of the embodiments of the invention to providing in the accompanying drawings is not intended to limit claimed invention below
Scope, but it is merely representative of the selected embodiment of the present invention.Based on embodiments of the invention, those skilled in the art are not doing
The every other embodiment obtained on the premise of going out creative work, belongs to the scope of protection of the invention.
It should be noted that：Similar label and letter represents similar terms in following accompanying drawing, therefore, once a certain Xiang Yi
It is defined in individual accompanying drawing, then it further need not be defined and explained in subsequent accompanying drawing.
Referring to Fig. 1, being a kind of application scenarios schematic diagram of list ordering method provided in an embodiment of the present invention.The scene
Including user terminal 100 and server 200.The user terminal 100 is communicated to connect by network with the server 200, with
Enter row data communication or interaction.
The user terminal 100 can be but not include PC, panel computer, smart mobile phone, mobile internet surfing equipment
Deng.Browser client application or video player client application etc. are installed, so that user browses on the user terminal 100
Web page contents or viewing video content.The server 200 is corresponding to the client application installed on the user terminal 100
Background server.The server 200 can be the webserver, database server, can be single server
It can be server cluster etc..
Referring to Fig. 2, being a kind of schematic block diagram of above-mentioned user terminal 100 provided in an embodiment of the present invention.Institute
Stating user terminal 100 includes list ordering device 110, processor 120 and memory 130.Wherein, the memory 130 with
Direct or indirect electric connection between the processor 120, to realize the transmission or interaction of data.The list ordering device
110 can be stored in the memory 130 or be solidificated in the user terminal including at least one in the form of software or firmware
Software function module in 100 operating system.What the processor 120 was stored for performing in the memory 130 holds
Row module, such as software function module or computer program that described list ordering device 110 includes.
Referring to Fig. 3, being a kind of list ordering method applied to above-mentioned user terminal 100 provided in an embodiment of the present invention
Flow chart.It should be noted that, the method that the present invention is provided is not using Fig. 3 and particular order as described below as limitation.Below
Each step shown in Fig. 3 will be described in detail.
Step S101：Obtain user and browse the operation behavior information of information, and the operation behavior information is sent to institute
Server 200 is stated, so that the operation behavior information and each information prestored are carried out similarity mode meter by the server 200
Calculate, obtain the similar degrees of data between the operation behavior information and each information.
In the present embodiment, the list ordering method may be used in a variety of applications with list page display content,
Such as video player application, browser application.The page of application can include the information such as word, picture, video, audio.
Generally, different list pages shows different classes of information content information, by taking video player application as an example, can include for example
The list page of the different classification such as " TV play ", " film ", " variety ".User, in operation, is for specific in list page
Content is operated, therefore the historical operation information of user can embody user to the specific information content in different classes of
Concern and preference.It therefore, it can enter rearrangement according to the historical operation behavior of user come the content to corresponding list page
Sequence, thinks that user highlights the information content more pressed close to the hobby of user.It is embodied as user and individual character is set
List display content changing, meeting user's request.
Interest preference feature to user is analyzed, it is necessary first to obtain user's viewing video content, browse network new
Hear the behavioural information data of either cyber.Alternatively, the operation behavior of user can be recorded within cycle certain time
Information, such as within the cycle certain time user watch the viewing information of certain class video, browse certain class news browse information or
Person be browse certain class electric business product browse information etc..Illustrated, can be pre-set for the moment exemplified by watching video information
Between the cycle, such as one week or 10 days, concrete numerical value is not restricted in the present embodiment.Within the time cycle, record user's
Viewing behavior.Alternatively, viewing behavior that can be from many aspects to user is recorded, video content that such as user is watched,
Watch the duration of same video content, watch the number of times of same class video.Generally, user has to the video of a certain class
When having higher attention rate, the video content of this class can be frequently watched, viewing duration also can be longer.
In order to more fully analyze the interest preference of user, when recording the viewing behavior of user, it can also remember
The lower user of record watches the duration of some video, for example, the total duration of a video is 90 minutes, records user and watches the video
Actual duration.For example, user is only to have seen 2 minutes or 40 minutes or full content is watched when watching this video
It is complete.If user simply have viewed 2 minutes and exit for the film that this total duration is 90 minutes, then it represents that the user may
The film is lost interest in.If the movie contents have all been watched and just exited by user, then it represents that the user is to the film interest
Degree is very high.
Alternatively, when the operation behavior information to user is recorded, except the operation behavior for considering user is corresponding
Particular content under classification, the category, outside the total degree of the historical operation behavior of respective classes, it is also contemplated that above-mentioned
Corresponding to the specific operation behavior information of some content, more accurately to reflect user's information content of interest and pass
The degree of note.
For example, also can record whether lower user has the operation such as progress " F.F. " or " retrogressing " when watching video.It can also remember
Whether the lower user of record has regulation volume etc. when watching video.The operation behavior of user described above, reflects user
Viewing hobby, think that follow-up be ranked up to playlist page is prepared.
In the present embodiment, when recording the operation behavior information of user, the user's mark letter that can be logged according to user
The terminal identifier of either user terminal 100 used in user is ceased to record the operation behavior information of user.
Wherein, the user identity information can include but is not limited to user's registration or log in the account information of application, example
Cell-phone number, mailbox number such as user, micro-signal either No. QQ etc..For login user, identified according to the user of login user
The operation behavior information of login user described in information record, though the user exits the application and then logged in again, or
When logging in this in other users terminal 100 and applying, also it can record the user's according to the corresponding user identity information of the user
Operation behavior information, realizes the accurate recording to user's operation behavior information.
For the operation behavior information record for the user not logged in, can according to used in user user terminal 100 end
End identifier is unit to record the operation behavior information of user.The terminal identifier is to can be identified for that the user terminal 100
Identification code, with uniqueness.For example, IMEI of Android device, the UUID of ios device etc..According to terminal identifier to remember
The operation behavior information at family is employed, even if the user closes the application and then restarting on same user terminal 100,
The operation behavior information of the user can be recorded according to the terminal identifier of the terminal, and is believed according to the operation behavior of the user
Cease reordering into row-column list, it is to avoid information data is lost.
Alternatively, the user terminal 100 sends out the operation behavior information of the user got in the form of user behaviors log
Deliver to the server 200.For example, a variety of informations that are stored with the storage device of the server 200, and in service
The end of device 200, meeting is real-time or regularly updates each information, to keep the promptness of each information.The server 200 is received
After the user behaviors log sent to the user terminal 100, phase is carried out with each information in storage device according to the user behaviors log
Like degree matching primitives, the similar degrees of data between the operation behavior information of the user and each information is obtained.Wherein, the similarity
Data can be stored in the form of similarity list in the storage device of the server 200.
Step S103：The similar degrees of data is obtained from the server 200, and is stored.
Alternatively, in the present embodiment, the user terminal 100 can in real time or interval preset time period is from the clothes
Business device 200 obtains the similarity list for calculating and generating.For example, several hours can be spaced, such as 1 hour or 6 hours, tool
Body numerical value is not restricted in the present embodiment, actively initiates to ask for the access of the similarity list to the server 200
Ask.The server 200 is received after the access request that the user terminal 100 is sent, and reading and saving is in the storage device
In similarity list, and the similarity list is sent to the user terminal 100.The user terminal 100 is received
After the similarity list, the similarity list is locally preserved, list ordering is carried out so as to follow-up.
Alternatively, the process that the user terminal 100 obtains the similarity list from the server 200 can also be
The server 200 by the similarity list of generation in real time or interval preset time period be actively issued to the user terminal
100.In the present embodiment, it is not specifically limited for the mode that the user terminal 100 obtains the similarity list.In this reality
Apply in example, the calculating process for the similar degrees of data is carried out in the server 200, and the user terminal 100
The only corresponding similarity list of storage user, so, the less memory space of user terminal 100 only can be taken, user has been ensured
The operational efficiency of terminal 100.
Step S105：Information list content is reordered according to the similar degrees of data, obtained after reordering
Information list is shown.
Alternatively, referring to Fig. 4, in the present embodiment, step S105 can include step S1051, step S1053, step
Rapid S1055 and the sub-steps of step S1057 tetra-.
Step S1051：Respond the information request of user.
Alternatively, after the user terminal 100 monitors the enabled instruction of corresponding application program, that is, the startup is responded
Instruction, starts corresponding application program.User can be by the man machine operation interface of the user terminal 100, and triggering is corresponding
Information request, for example, corresponding application interface of the user in unlatching, clicks on the video classification for thinking viewing, as under movies category
Cinemas sheet list.The user terminal 100 receives and identifies out the information classification that user is asked.
Step S1053：Find out the similar degrees of data of corresponding with the information request each information and each information.
Alternatively, the information classification that the user terminal 100 is asked according to the user, for example, what user was asked
Content is the large stretch of class of cinemas under movies category, and the large stretch of information letter of all cinemas is found out from the similarity list
Breath, and obtain each cinemas sheet and the similar degrees of data between the user.
Step S1055：Rearrangement is entered to each information found out according to the similar degrees of data of each information found out
Sequence, obtains list of reordering corresponding with the information request.
Alternatively, the user terminal 100 is according to the similar degrees of data pair between the user and each information found out
Each information on user terminal 100 in original information list is reordered.According to the size of similar degrees of data to described
Each information carry out descending arrangement, the higher information content of similar degrees of data is come before list page, similar degrees of data compared with
Small information content is come behind list page.
In the present embodiment, when entering rearrangement to list content, except using the historical operation behavior of user as main
It is outside sort by, it is also contemplated that some other influence factors, such as current popular information, the higher information that scores, newest
Information etc..For example, in the similarity list, a certain popular information is middle value with the similarity of the user, but in view of
The information is current popular information, i.e. attention rate of the most users to this information content is higher, therefore enters to the information
, can be suitably preposition by the information content progress during row ranking, more to meet the demand of user.
In order to avoid repeating to the browsed same information of user recommended user, when carrying out list ordering, should also
Consideration filters mechanism.For example, user repeatedly watched same TV play within the past one week, then the end of server 200 according to
The user that the operation behavior information of user is calculated should be larger with the similarity numerical value of the TV play.Carrying out list page row
During sequence, the TV play should be the prostatitis for coming respective list page.But, if being ranked up in this way, can cause repeat to
The content that user recommended user has already viewed, can make user feel no feeling of freshness and dislike, it is impossible to which the viewing for improving user is emerging
Interest, it is difficult to realize authentic and valid ground commending contents.Therefore, when being ranked up to list page, it is also contemplated that user is browsed
Information filter out, the information for making to come list page prostatitis is that user is interested and be without browsed content, to reach
Effective commending contents.
Step S1057：The list of reordering is shown.
Alternatively, after list page sequence is carried out, the list page after sequence is passed through into the man-machine of the user terminal 100
Operation interface is shown, to be pushed to user.
Alternatively, referring to Fig. 5, in the present embodiment, the list ordering method also includes step S201, step S203
With step S205.
Step S201, real-time or interval predetermined period sends the operation behavior information that user browses information to the service
Device 200, so that the server 200 is updated to similar degrees of data.
It should be understood that the list ordering method that provides of the present invention its can not primarily directed to list page in the prior art
Be ranked up according to the hobby of user, and the defect that does not update of long period and propose.Accordingly, it would be desirable to track in time
The operation behavior information of user, and the similar degrees of data to generation is updated in time, could preferably suit user's
Interests change.Alternatively, the user terminal 100 in real time or interval predetermined period, such as several hours, such as 4 hours or 8 small
When, the operation behavior information that the user recorded is browsed into information is sent to the server 200.
The server 200 is received after the operation behavior information for the user that the user terminal 100 is constantly sent, to
The similar degrees of data of the user of generation is constantly updated so that the similar degrees of data after being updated is different from similar before renewal
Degrees of data, higher similar degrees of data like closer to user interest, effective is set up with this.
Step S203, obtains the similar degrees of data after updating, and stored from the server 200.
Step S205, is updated according to the similar degrees of data after the renewal to information list content, so that after updating
Information list content be different from update before information list content, the information list after renewal is shown.
The user terminal 100 sends the similar degrees of data after renewal to the user terminal 100, the user terminal
100 preserve the similar degrees of data after renewal to local.Also, the user terminal 100 is according to the similar degrees of data after renewal
Information list content is updated, so that the information list content after updating is different from the information list content before updating, and
Information list after renewal is shown to be pushed to user.
In the present embodiment, for how and when information list content is updated can in different ways,
As long as can reach carry out list content renewal according to user interest with the purpose for the demand for meeting user in real time, effectively,
Its specific update mode is not restricted in the present embodiment.For example, referring to Fig. 6, the list ordering method can also include
Step S301 and step S303.
Step S301, is spaced preset duration, the information list content is updated according to the similar degrees of data, with
The information list content after renewal is different from the information list content before updating, and the information list after renewal is shown
Show.
Alternatively, in the specific implementation, can trigger respective request in user for the renewal of information list content
On the basis of passive carry out or user terminal 100 is actively carried out.When user terminal 100 actively carries out information list update,
Predetermined period can be spaced, such as several hours, such as 2 hours or 4 hours, according to the similar degrees of data being locally stored to information list
Content is updated.The rule of renewal is not specifically limited in the present embodiment, as long as can make the information list content after renewal
Sortord it is different from the sortord of the information list content before renewal.For example, can be by original information list
The information content for coming preceding 20% carries out random rearrangement to generate new information list.Either by the row of original information list
It is preposition to come list prostatitis in the information content progress of preceding 10% to preceding 20%, so that the information list content after resetting is sequentially
Different from the information list before rearrangement.It should be appreciated that in other embodiments, can also be using other different renewal rule
Then information list is updated.
Step S303, counts the information list and is refreshed frequency, when being refreshed frequency and reaching preset value, according to described
Similar degrees of data is updated to the information list content, so that the information list content after updating is different from the money before updating
List content is interrogated, and the information list obtained after renewal is shown.
In addition to the trigger condition of above-mentioned information list update, following triggering mode can be also used.For example, counting user
To the refreshing frequency of corresponding information list, if the refreshing frequency of corresponding information list reaches preset value, i.e., basis is locally stored
Similar degrees of data the information list content is updated so that update after information list content be different from update before money
Interrogate list content.Alternatively, a certain information list is refreshed that frequency is too high, then represents sortord of the user to the information list
Less it is satisfied with, therefore counting user is beneficial to full to the refreshing frequency of information list to update the sortord of information list content
The demand of sufficient user.Update mode for information list can use aforesaid way, will not be repeated here.
Referring to Fig. 7, being a kind of functional block diagram of list ordering device 110 provided in an embodiment of the present invention.It is described
List ordering device 110 includes behavioural information acquisition module 111, similarity data acquisition module 112 and the module that reorders
113。
The behavioural information acquisition module 111 is used to obtain the operation behavior information that user browses information, and by the behaviour
Sent as behavioural information to the server 200, so that the server 200 is by the operation behavior information and each money for prestoring
News carry out similarity mode calculating, obtain the similar degrees of data between the operation behavior information and each information.Specifically, the row
It can be used for performing the step S101 shown in Fig. 3 for data obtaining module 111, specific operating method refers to step S101's
It is described in detail.
The similarity data acquisition module 112 is used to obtain the similar degrees of data from the server 200, and carries out
Storage.Specifically, the similarity data acquisition module 112 can be used for performing the step S103 shown in Fig. 3, specific operation side
Method refers to step S103 detailed description.
The module 113 that reorders is used to reorder to information list content according to the similar degrees of data, by weight
The information list obtained after sequence is shown.Specifically, the step of module 113 that reorders can be used for performing shown in Fig. 3
S105, specific operating method refers to step S105 detailed description.
Alternatively, in the present embodiment, the behavioural information acquisition module 111 is additionally operable in real time or interval predetermined period will
The operation behavior information that user browses information is sent to the server 200, so that the server 200 enters to similar degrees of data
Row updates.Specifically, behavior data obtaining module 111 can also be used to perform the step S201 shown in Fig. 5, specific operation
Method refers to step S201 detailed description.
The module 113 that reorders is additionally operable to be spaced preset duration, according to the similar degrees of data to the information list
Content is updated, so that the information list content after updating is different from the information list content before updating, and by after renewal
Information list is shown.Specifically, the module 113 that reorders can also be used to perform the step S301 shown in Fig. 6, specifically
Operating method refers to step S301 detailed description.
Alternatively, the module 113 that reorders, which is additionally operable to count the information list, is refreshed frequency, is being refreshed frequency
When reaching preset value, the information list content is updated according to the similar degrees of data, so that the information row after updating
Table content is different from the information list content before updating, and the information list obtained after renewal is shown.Specifically, this is heavy
Order module 113 can also be used to perform the step S303 shown in Fig. 6, and specific operating method refers to the detailed of step S303
Description.
Referring to Fig. 8, in the present embodiment, the module 113 that reorders can include request response submodule 1131, look into
Look for submodule 1132, reorder submodule 1133 and display sub-module 1134.
The request response submodule 1131 is used for the information request for responding user.Specifically, request response submodule
1131 can be used for performing the step S1051 shown in Fig. 4, and specific operating method refers to step S1051 detailed description.
It is described to search the phase that submodule 1132 is used to find out corresponding with the information request each information and each information
Like degrees of data.Specifically, the lookup submodule 1132 can be used for performing the step S1053 shown in Fig. 4, specific operating method
Refer to step S1053 detailed description.
The submodule 1133 that reorders be used for according to the similar degrees of data of each information that finds out to finding out
Each information is reordered, and obtains list of reordering corresponding with the information request.Specifically, the submodule 1133 that reorders
Available for the step S1055 performed shown in Fig. 4, specific operating method refers to step S1055 detailed description.
The display sub-module 1134 is used to be shown the list of reordering.Specifically, the display sub-module
1134 can be used for performing the step S1057 shown in Fig. 4, and specific operating method refers to step S1057 detailed description.
In summary, a kind of list ordering device and method that the present invention is provided, information is browsed by the user got
Operation behavior information calculate and obtain similar degrees of data between the operation behavior information and each information, according to the similar degrees of data
Corresponding information list page is ranked up to recommend user.The list ordering mode can according to the hobby of user,
Provide the user personalized recommendation list so that respective application can better meet the individual demand of user.Also, can also
The enough real-time or periodically information list to generation is updated so that the information list after updating is different from the information before updating and arranged
Table, more to suit the interests change of user.
, can also be by other in embodiment provided herein, it should be understood that disclosed apparatus and method
Mode realize.Device embodiment described above is only schematical, for example, the flow chart and block diagram in accompanying drawing are shown
Devices in accordance with embodiments of the present invention, architectural framework in the cards, function and the behaviour of method and computer program product
Make.At this point, each square frame in flow chart or block diagram can represent a part for a module, program segment or code, institute
The part for stating module, program segment or code includes one or more executable instructions for being used to realize defined logic function.
It should also be noted that in some implementations as replacement, the function of being marked in square frame can also be with different from accompanying drawing
The order marked occurs.For example, two continuous square frames can essentially be performed substantially in parallel, they sometimes can also be by
Opposite order is performed, and this is depending on involved function.It is also noted that each square frame in block diagram and/or flow chart,
And the combination of the square frame in block diagram and/or flow chart, can be with function or action as defined in performing it is special based on hardware
System realize, or can be realized with the combination of specialized hardware and computer instruction.
It should be noted that herein, term " comprising ", "comprising" or its any other variant are intended to non-row
His property is included, so that process, method, article or equipment including a series of key elements not only include those key elements, and
And also including other key elements being not expressly set out, or also include for this process, method, article or equipment institute inherently
Key element.In the absence of more restrictions, the key element limited by sentence "including a ...", it is not excluded that including institute
Also there is other identical element in process, method, article or the equipment of stating key element.
The preferred embodiments of the present invention are the foregoing is only, are not intended to limit the invention, for the skill of this area
For art personnel, the present invention can have various modifications and variations.Within the spirit and principles of the invention, that is made any repaiies
Change, equivalent, improvement etc., should be included within the scope of the present invention.It should be noted that：Similar label and letter exists
Similar terms is represented in following accompanying drawing, therefore, once being defined in a certain Xiang Yi accompanying drawing, is then not required in subsequent accompanying drawing
It is further defined and explained.
Claims (10)
1. a kind of list ordering device, applied to the user terminal being connected with server communication, it is characterised in that the list row
Sequence device includes：
Behavioural information acquisition module, browses the operation behavior information of information for obtaining user, and by the operation behavior information
Send to the server, so that the operation behavior information and each information prestored are carried out similarity mode by the server
Calculate, obtain the similar degrees of data between the operation behavior information and each information；
Similarity data acquisition module, for obtaining the similar degrees of data from the server, and is stored；
Reorder module, for being reordered according to the similar degrees of data to information list content, is obtained after reordering
Information list shown.
2. list ordering device according to claim 1, it is characterised in that the behavioural information acquisition module is additionally operable to reality
When or interval predetermined period the operation behavior information that user browses information is sent to the server so that the server pair
Similar degrees of data is updated.
3. list ordering device according to claim 1 or 2, it is characterised in that the module that reorders is additionally operable to：
Preset duration is spaced, the information list content is updated according to the similar degrees of data, so that the money after updating
Interrogate list content and be different from the information list content before updating, and the information list after renewal is shown.
4. list ordering device according to claim 1 or 2, it is characterised in that the module that reorders is additionally operable to：
Count the information list and be refreshed frequency, when being refreshed frequency and reaching preset value, according to the similar degrees of data pair
The information list content is updated, so that the information list content after updating is different from the information list content before updating,
And shown the information list obtained after renewal.
5. list ordering device according to claim 1 or 2, it is characterised in that the module that reorders includes request and rung
Answer submodule, search submodule, reorder submodule and display sub-module；
The request response submodule, the information request for responding user；
The lookup submodule, the similar number of degrees for finding out corresponding with the information request each information and each information
According to；
The submodule that reorders, for being entered according to the similar degrees of data of each information found out to each information found out
Rearrangement sequence, obtains list of reordering corresponding with the information request；
The display sub-module, for the list of reordering to be shown.
6. a kind of list ordering method, applied to the user terminal being connected with server communication, it is characterised in that methods described bag
Include：
Obtain user and browse the operation behavior information of information, and the operation behavior information is sent to the server, so that
The operation behavior information and each information prestored are carried out similarity mode calculating by the server, obtain the operation behavior
Similar degrees of data between information and each information；
The similar degrees of data is obtained from the server, and is stored；
Information list content is reordered according to the similar degrees of data, the information list obtained after reordering is shown
Show.
7. list ordering method according to claim 6, it is characterised in that methods described also includes：
Real-time or interval predetermined period sends the operation behavior information that user browses information to the server, so that the clothes
Business device is updated to similar degrees of data.
8. the list ordering method according to claim 6 or 7, it is characterised in that methods described also includes：
Preset duration is spaced, the information list content is updated according to the similar degrees of data, so that the money after updating
Interrogate list content and be different from the information list content before updating, and the information list after renewal is shown.
9. the list ordering method according to claim 6 or 7, it is characterised in that methods described also includes：
Count the information list and be refreshed frequency, when being refreshed frequency and reaching preset value, according to the similar degrees of data pair
The information list content is updated, so that the information list content after updating is different from the information list content before updating,
And shown the information list obtained after renewal.
10. the list ordering method according to claim 6 or 7, it is characterised in that described according to the similar degrees of data pair
Information list content is reordered, the step of information list obtained after reordering is shown, including：
Respond the information request of user；
Find out the similar degrees of data of corresponding with the information request each information and each information；
Each information found out is reordered according to the similar degrees of data of each information found out, obtained and the money
The corresponding list of reordering of news request；
The list of reordering is shown.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710152944.4A CN106951496B (en) | 2017-03-15 | 2017-03-15 | List sorting device and method |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201710152944.4A CN106951496B (en) | 2017-03-15 | 2017-03-15 | List sorting device and method |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| CN106951496A true CN106951496A (en) | 2017-07-14 |
| CN106951496B CN106951496B (en) | 2020-10-20 |
Family
ID=59467468
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201710152944.4A Active CN106951496B (en) | 2017-03-15 | 2017-03-15 | List sorting device and method |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN106951496B (en) |
Cited By (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111083287A (en) * | 2019-12-16 | 2020-04-28 | 深圳集智数字科技有限公司 | Visual list sorting method and device |
| CN111581562A (en) * | 2020-04-30 | 2020-08-25 | 北京字节跳动网络技术有限公司 | Resource refreshing display method, device, equipment and storage medium |
| CN112462996A (en) * | 2020-12-11 | 2021-03-09 | 北京小米移动软件有限公司 | Service information optimization method, service information optimization device, and storage medium |
| CN116610873A (en) * | 2023-07-19 | 2023-08-18 | 支付宝(杭州)信息技术有限公司 | Information recommendation method and device and storage medium |
Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101860987A (en) * | 2010-05-07 | 2010-10-13 | 中兴通讯股份有限公司 | Mobile terminal and method for acquiring network information by same |
| CN102831234A (en) * | 2012-08-31 | 2012-12-19 | 北京邮电大学 | Personalized news recommendation device and method based on news content and theme feature |
| CN102999586A (en) * | 2012-11-15 | 2013-03-27 | 北京小米科技有限责任公司 | Method and device for recommending website |
-
2017
- 2017-03-15 CN CN201710152944.4A patent/CN106951496B/en active Active
Patent Citations (3)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN101860987A (en) * | 2010-05-07 | 2010-10-13 | 中兴通讯股份有限公司 | Mobile terminal and method for acquiring network information by same |
| CN102831234A (en) * | 2012-08-31 | 2012-12-19 | 北京邮电大学 | Personalized news recommendation device and method based on news content and theme feature |
| CN102999586A (en) * | 2012-11-15 | 2013-03-27 | 北京小米科技有限责任公司 | Method and device for recommending website |
Cited By (8)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111083287A (en) * | 2019-12-16 | 2020-04-28 | 深圳集智数字科技有限公司 | Visual list sorting method and device |
| CN111083287B (en) * | 2019-12-16 | 2020-12-25 | 深圳集智数字科技有限公司 | Visual list sorting method and device |
| CN111581562A (en) * | 2020-04-30 | 2020-08-25 | 北京字节跳动网络技术有限公司 | Resource refreshing display method, device, equipment and storage medium |
| CN111581562B (en) * | 2020-04-30 | 2023-04-11 | 北京字节跳动网络技术有限公司 | Resource refreshing display method, device, equipment and storage medium |
| CN112462996A (en) * | 2020-12-11 | 2021-03-09 | 北京小米移动软件有限公司 | Service information optimization method, service information optimization device, and storage medium |
| CN112462996B (en) * | 2020-12-11 | 2023-09-08 | 北京小米移动软件有限公司 | Service information optimizing method, service information optimizing device and storage medium |
| CN116610873A (en) * | 2023-07-19 | 2023-08-18 | 支付宝(杭州)信息技术有限公司 | Information recommendation method and device and storage medium |
| CN116610873B (en) * | 2023-07-19 | 2023-09-26 | 支付宝(杭州)信息技术有限公司 | Information recommendation method and device and storage medium |
Also Published As
| Publication number | Publication date |
|---|---|
| CN106951496B (en) | 2020-10-20 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN110941740B (en) | Video recommendation method and computer-readable storage medium | |
| US20190279274A1 (en) | Intelligent offer for related products with preview and real time feedback | |
| US10296521B2 (en) | Method and system for providing content to users based on frequency of interaction | |
| US5918014A (en) | Automated collaborative filtering in world wide web advertising | |
| US9195753B1 (en) | Displaying interest information | |
| CN103415865B (en) | For for the social accreditation information of the advertisement selection for being shown to viewing user | |
| US8725559B1 (en) | Attribute based advertisement categorization | |
| CN106951496A (en) | A kind of list ordering device and method | |
| CN109688479B (en) | Bullet screen display method, bullet screen display device and bullet screen display server | |
| CN104054055A (en) | Identifying and tracking user activity when using networked devices based on associations between identifiers for physical devices or software applications | |
| US8527623B2 (en) | User vacillation detection and response | |
| CN102227744A (en) | Customizable content for distribution in social networks | |
| CN105760521A (en) | Information input method and device | |
| WO2012162816A1 (en) | System and method for semantic knowledge capture | |
| CN108230026A (en) | Method and apparatus, electronic equipment, storage medium, program are recommended in advertisement | |
| CN108230025A (en) | Method and apparatus, electronic equipment, storage medium, program are recommended in advertisement | |
| CN107332905A (en) | Information-pushing method, device and server | |
| WO2015149321A1 (en) | Personal digital engine for user empowerment and method to operate the same | |
| Domann et al. | Real-time News Recommendations using Apache Spark. | |
| ITPO20080008A1 (en) | SYSTEM AND METHOD TO PROVIDE SIGNIFICANT CONTEXTUAL INFORMATION | |
| US8886800B2 (en) | System and method for traffic analysis | |
| US20170061478A1 (en) | Dynamically varying remarketing based on evolving user interests | |
| CN107545070A (en) | Website access method, device and electronic equipment | |
| CN106372158A (en) | Method and device for processing user behavior data | |
| CN113469786A (en) | Method and device for recommending articles, computer equipment and storage medium |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| GR01 | Patent grant | ||
| GR01 | Patent grant | ||
| TR01 | Transfer of patent right |
Effective date of registration: 20240605 Address after: Room 212, Building 14, No. 350 Xianxia Road, Changning District, Shanghai, 200050 Patentee after: SHANGHAI ISMARTV NETWORK TECHNOLOGIES Co.,Ltd. Country or region after: China Address before: 201210 3rd floor, building e, Shangtou Shengyin building, 666 shengxia Road, Pudong New Area, Shanghai Patentee before: WHALEY TECHNOLOGY Co.,Ltd. Country or region before: China |