CN109068158A - A kind of short-sighted frequency value estimate recommender system based on the network platform - Google Patents
A kind of short-sighted frequency value estimate recommender system based on the network platform Download PDFInfo
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- CN109068158A CN109068158A CN201811088596.XA CN201811088596A CN109068158A CN 109068158 A CN109068158 A CN 109068158A CN 201811088596 A CN201811088596 A CN 201811088596A CN 109068158 A CN109068158 A CN 109068158A
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- 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
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- G—PHYSICS
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
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- 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
- H04N21/258—Client or end-user data management, e.g. managing client capabilities, user preferences or demographics, processing of multiple end-users preferences to derive collaborative data
- H04N21/25866—Management of end-user data
- H04N21/25891—Management of end-user data being end-user preferences
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- 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]
- H04N21/80—Generation or processing of content or additional data by content creator independently of the distribution process; Content per se
- H04N21/83—Generation or processing of protective or descriptive data associated with content; Content structuring
- H04N21/845—Structuring of content, e.g. decomposing content into time segments
- H04N21/8456—Structuring of content, e.g. decomposing content into time segments by decomposing the content in the time domain, e.g. in time segments
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Abstract
The short-sighted frequency value estimate recommender system based on the network platform that the invention discloses a kind of, including Registration Module, obtain module, test module, evaluation module and recommending module, Registration Module is for registering and uploading short-sighted frequency, obtain the short-sighted frequency that module is used to retrieve and compare user, test module includes memory module and analog module, memory module is for carrying out storing and recording for short-sighted frequency, analog module is used for the simulation for issuing short-sighted frequency, the pre-estimation of short video flow is carried out by freshness and user's popularity, evaluation module is used to carry out the estimation of short video value by the information of test module and the investment of user, recommending module includes labeling module, sending module and modified module, labeling module is used to carry out short video content the mark of segment and text, sending module is used to the content of labeling module being sent to use Family, user carry out the addition of self opinion, and modified module is used to carry out short-sighted frequency the recommendation of comprehensive modification and published method.
Description
Technical field
The present invention relates to network platform fields, and in particular to a kind of short-sighted frequency value estimate recommendation system based on the network platform
System.
Background technique
The network platform is the information transmitting bridge of central control system and terminal display system, can use in engineering and has
Network system, without in addition building dedicated network.
Short-sighted frequency, that is, short-movie video is a kind of internet content circulation way, usually propagates on internet new media
Video transmission content of the duration within 5 minutes；As mobile terminal is universal and the speed-raising of network, short, adaptable and fast big flow pass
The favor that content gradually obtains each large platform, bean vermicelli and capital is broadcast, with the appearance for netting red economy, video industry gradually emerges one
High-quality UGC contents producer is criticized, it is outstanding to raise a batch for microblogging, second beats, quick worker, the short video industry of the numerous and confused Incoming of today's tops
Content production team enters, and by 2017, short-sighted frequency industry competition was reached the decisive stage the stage, and contents producer is also biased to PGC
Change profession running.
Short-sighted frequency is irregular in network, and author blindly follows the wind, and so that the quality of short-sighted frequency is glided, is unfavorable for the hair of short-sighted frequency
Exhibition carries out the audit and recommendation of short-sighted frequency so needing the system of a kind of short-sighted frequency value assessment and video recommendations, increases market
The quality of upper short-sighted frequency.
Summary of the invention
Goal of the invention:
The present invention be directed to the present network platforms to carry out video value estimation and view according to the type of short-sighted frequency and author
The problem of frequency is recommended, a kind of short-sighted frequency value estimate recommender system based on the network platform proposed can be effectively solved
The problem of present network platform cannot carry out video value estimation and video recommendations according to the type of short-sighted frequency and author, improves
The quality and development of short-sighted frequency.
Technical solution:
A kind of short-sighted frequency value estimate recommender system based on the network platform, including Registration Module, obtain module, test module,
Evaluation module and recommending module, it is characterised in that: the Registration Module includes registration module and uploading module, the registration module
Filling in for personal information is carried out for user, the uploading module uploads the short-sighted frequency for needing to estimate for user, and carries out short
Video type self is chosen and is edited；
The acquisition module includes retrieval module and contrast module, and for retrieving, same type is short-sighted to occur frequently now the retrieval module
Number, content and author, and the information that will acquire is sent to the contrast module, and the contrast module according to for obtaining
The information of modulus block carries out the comparison of picture and the comparison of short video author；
The test module includes memory module and analog module, and the memory module is used to carry out the storage and note of short-sighted frequency
Record, the analog module are used for the simulation for issuing short-sighted frequency, carry out short video flowing by freshness and user's popularity
The pre-estimation of amount；
The evaluation module is used to carry out the estimation of short video value by the information of the test module and the investment of user；
The recommending module includes labeling module, sending module and modified module, and the labeling module is used for short video content
The mark of segment and text is carried out, the sending module is used to for the content of the labeling module being sent to user, and user carries out
The addition of self opinion, the modified module are used to carry out short-sighted frequency the recommendation of comprehensive modification and published method.
Further, the memory module includes being locally stored to store on line, described to be locally stored for short-sighted frequency
Local preservation and classification are carried out, storage is for carrying out online editor and browsing to short-sighted frequency on the line.
Further, the analog module includes database and estimates submodule, and the database is for searching and storing
The search of real-time hot spot and netizen in network is accustomed to, and the submodule of estimating by the information of the database for being used
The short video flow in family is estimated.
Further, the evaluation module includes investment module and analysis module, and the investment module is autonomous for user
Input and energy are chosen, the analysis module is used to carry out by the information of the test module and investment module short-sighted
Frequency practicability, freshness, popularization degree and effective classification analysis.
Further, the labeling module include the first submodule and second submodule, first submodule for pair
The content and text of short-sighted frequency carry out the mark of logic memory, and the second submodule is used for in short video clip and splicing
Hold the mark for carrying out adaptability.
Further, the estimation recommender system is additionally provided with logging modle, and the modification for recording the same user is accustomed to
With the content of short-sighted frequency.
Further, the estimation recommender system is additionally provided with transaction modules, is carried out for user by the network platform
The transfer of short-sighted frequency ownership.
Further, the estimation recommender system is additionally provided with short-sighted frequency module, and the short-sighted frequency module is used for according to user
Be good at field carry out network temperature retrieval, and to user recommend be suitble to production short video type.
The present invention realize it is following the utility model has the advantages that
1. the present invention makes user carry out the upload of short-sighted frequency and self position to short-sighted frequency by registration module, pass through acquisition
Module carries out the retrieval of short-sighted frequency, and the simulation of short video flow is carried out using test module, carries out finally by evaluation module short
The assessment of video value carries out the modification of video content by recommending module.
2. the present invention by logging modle carry out user issue content and modification habit record, be convenient for system to user into
Row is targetedly recommended, and so that user is carried out the transaction of short-sighted frequency ownership by transaction modules, is carried out using short-sighted frequency module
The recommendation of short-sighted frequency fabrication direction increases efficiency convenient for the Production Time of the short-sighted frequency of user.
Detailed description of the invention
The drawings herein are incorporated into the specification and forms part of this specification, and shows the implementation for meeting the disclosure
Example, and consistent with the instructions for explaining the principles of this disclosure.
Fig. 1 is the short-sighted frequency value estimate recommender system structural block diagram of the present invention；
Fig. 2 is Registration Module structural block diagram of the present invention；
Fig. 3 is that the present invention obtains modular structure block diagram；
Fig. 4 is test module structural block diagram of the present invention；
Fig. 5 is evaluation module structural block diagram of the present invention；
Fig. 6 is recommending module structural block diagram of the present invention.
Appended drawing reference:
Registration Module 010；Obtain module 020；Test module 030；Evaluation module 040；Recommending module 050；Logging modle 060；
Transaction modules 070；Short-sighted frequency module 080；Registration module 011；Uploading module 012；Retrieval module 021；Contrast module 022；It deposits
Store up module 031；Analog module 032；Put into module 041；Analysis module 042；Labeling module 051；Sending module 052；Modify mould
Block 053.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.
Referring to Fig. 1-6, the present invention provides a kind of technical solution, a kind of short-sighted frequency value estimate recommendation based on the network platform
System, including Registration Module 010, acquisition module 020, test module 030, evaluation module 040 and recommending module 050, wherein institute
Stating Registration Module 010 includes registration module 011 and uploading module 012, and the registration module 011 carries out personal information for user
Fill in, user by registration module 011 carry out network platform account login, registration when, the personal information of user includes
User is good at field, the normal distribution platform of video, bean vermicelli quantity and the software used, system and is used according to the information that user fills in
Information judgement in family tentatively judges the video value and creation potentiality of user, and the uploading module 012 is uploaded for user to be needed to estimate
The short-sighted frequency calculated, and self choosing and editing for short-sighted frequency type is carried out, when uploading, the short-sighted frequency of user be can be on immediately
It passes and uploads at times, can be a few minutes, a few houres at times and uploaded after a few days, is also possible to according to the numerous of system
Busy degree is uploaded automatically, the short-sighted frequency of user self choose and the content of editor include video type, it is expected that flow and
The content of video is summarized；
The acquisition module 020 includes retrieval module 021 and contrast module 022, and the retrieval module 021 is mutually similar for retrieving
Type short-sighted occur frequently existing number, content and author, and the information that will acquire is sent to the contrast module 022, it is short-sighted in progress
When frequency is retrieved, the judgement of short video type is carried out first, and the short video type and user judged by system self is filled in short
Video type carries out the retrieval of short-sighted frequency, obtains video uplink time and the corresponding content of different short video websites and APP, root
Successively be sent to contrast module 022 according to the time, the contrast module 022 be used for according to the information for obtaining module 020 into
The comparison of row picture and the comparison of short video author before comparison, carry out the short video content of user, shooting gimmick, collocation sound first
The arrangement of happy editing mode, according to sort out come information and retrieval module 021 obtain video compare, according to difference
The multiplicity of form obtains the freshness for the short-sighted frequency that user uploads；
The test module 030 includes memory module 031 and analog module 032, and the memory module 031 is for carrying out short-sighted frequency
Store and record, in storage, the maintenance of user video safety is carried out by local storage, user need to video into
When edlin, video is unlocked according to real-time verifying password, after user deletes video, the network platform carries out 7 to video
Local preservation in it, prevents the mistake of user from deleting, and the analog module 032 is used for the simulation for issuing short-sighted frequency, leads to
It crosses freshness and user's popularity carries out the pre-estimation of short video flow, when carrying out publication simulation, obtain different software and net
The customer flow and focus stood carry out the simulation of flow according to above-mentioned information and the popularity of user, carry out video temperature
Pre-estimation, different distribution schemes is recommended to user according to the temperature of video, is selected for user, the scheme of publication includes publication
Time, software and video quantity；
The evaluation module 040 is used to carry out short video value by the information of the test module 030 and the investment of user
Estimation, when being assessed, user's input self cost when shooting video, including stage property, personnel and shooting duration of video, and it is defeated
Enter the promotion expense that psychology is estimated, test module 030 carries out commenting for video value according to the cost of user and the content of section video
Estimate；
The recommending module 050 includes labeling module 051, sending module 052 and modified module 053, and the labeling module 051 is used
In the mark for carrying out segment and text to short video content, according to the video content of user, firstly, the video to user carries out language
The acquisition for video caption text of making peace, is labeled according to the logicality of content, dubbing in background music for video is then obtained, according to the list of characters
The mark that the variation of feelings and the comparison of light and shade of picture are dubbed in background music finally obtains video clip portion segment, according to editing part
The light and shade and content of picture and junction picture are compared and are marked, and the sending module 052 is used for the labeling module
051 content is sent to user, and user carries out the addition of self opinion, and the content of mark is sent to by the mode that text describes
The opinion of self modification is added according to the content of mark by user, user, the modified module 053 is used to carry out short-sighted frequency comprehensive
The modification of conjunction and the recommendation of published method, modified module 053 carry out updating for video content according to the suggestion for revision of user
It marks again, user carries out the determination of video according to the content marked again, and the mode of publication is normal according to analog module 032 and user
Publication software is recommended, and the mode of publication includes the quantity of the time of video distribution, software and video.
Wherein, the memory module 031 includes being locally stored and storing on line, it is described be locally stored for short-sighted frequency into
Row local preservation and classification, after user's uploaded videos, system carries out local storage to video, in storage according to user's
The storage that different and video classification is classified, user carries out checking for video by the setting of period, not at oneself
When the period of setting, video not can be carried out viewing and editor, ensure that the safety of video, prevent other people steal, described
Storage carries out the video of user according to different types and time for carrying out online editor and browsing to short-sighted frequency on line
Sequence carries out the preservation of short time in local after user deletes video to video.
Wherein, the analog module 032 includes database and estimates submodule, and the database is for searching and storing net
The search of real-time hot spot and netizen in network is accustomed to, and carries out the acquisition of above-mentioned data according to different websites and software, and obtain
The duration of hot information, the search habit of netizen include that clicking rate, message and screening habit, the submodule of estimating are used for
Estimating for the short video flow of user is carried out by the information of the database, the video of user is subjected to simulation publication, uses data
Data in library carry out the simulation of different web sites click volume to video, changes in flow rate in different time periods are recorded, according to flow
Change the published method to determine video.
Wherein, the evaluation module 040 includes that investment module 041 and analysis module 042, the investment module 041 are used for
User independently chooses input and energy, and the investment of fund can be disposable investment, can be according to video early period
The profit situation of acquisition carries out additional investment, and the analysis module 042 is used for through the test module 030 and investment module
041 information carries out the classification analysis of short video utility, freshness, popularization degree and actual effect, is carried out according to different characteristics
Different score comparation and assessment are effectively improved for the minimum characteristic that scores or are carried out to the highest characteristic that scores perfect.
Wherein, the labeling module 051 includes the first submodule and second submodule, and first submodule is used for short
The content and text of video carry out the mark of logic memory, when the mode of mark is specific video playback time in text and video
The mistake of appearance, the mistake of text include content logic, position and font color, and the second submodule is used for short video clip
The mark of adaptability is carried out with the content of splicing, mark video carries out the position of editing and splicing, the adaptation of comparison front and back picture
Property according to the variation of personage in video and picture carries out corresponding mark of dubbing in background music in the case where having and dubbing in background music.
Wherein, the estimation recommender system is additionally provided with logging modle 060, for record the same user modification be accustomed to and
The content of short-sighted frequency, the content of short-sighted frequency includes the flow that obtains after the short-sighted frequency that user uploads and short video distribution, in user
The it is proposed for carrying out targetedly proposal on adjustments when next uploaded videos according to the modification habit of video before user, uploads in user
After video, the comparison of same type video is carried out, if there is the video of identical purport, the prompting of novelty is just carried out to user.
Wherein, the estimation recommender system is additionally provided with transaction modules 070, short by network platform progress for user
The transfer of video ownership, after video carries out flow simulation by analog module 032, according to different analogue flow rates, user
The transaction that can carry out video can be the transaction of plena proprietas in transaction, be also possible to the transaction of release right, by
Video acceptance of the bid watches the original author of frequency attentively to carry out the transaction of video distribution power.
Wherein, the estimation recommender system is additionally provided with short-sighted frequency module 080, the short-sighted frequency module 080 be used for according to
The retrieval be good at field and carry out network temperature at family, and recommend the suitable short video type made to user, it is issued according to user
The field of video and technical level carry out the search for being good at focus incident in field, carry out the production of video, and system can also root
The recommendation of hot video is carried out according to whole network hot spot.
The above embodiments merely illustrate the technical concept and features of the present invention, and the purpose is to allow the skill for being familiar with the technical field
Art personnel can understand the content of the present invention and implement it accordingly, and can not be limited the scope of the invention with this.All bases
Equivalent changes or modifications made by spirit of the invention, should be covered by the protection scope of the present invention.
Claims (8)
1. a kind of short-sighted frequency value estimate recommender system based on the network platform, including Registration Module, acquisition module, test mould
Block, evaluation module and recommending module, it is characterised in that: the Registration Module includes registration module and uploading module, the registration
Module carries out filling in for personal information for user, and the uploading module uploads the short-sighted frequency for needing to estimate for user, goes forward side by side
The short video type of row self is chosen and is edited；
The acquisition module includes retrieval module and contrast module, and for retrieving, same type is short-sighted to occur frequently now the retrieval module
Number, content and author, and the information that will acquire is sent to the contrast module, and the contrast module according to for obtaining
The information of modulus block carries out the comparison of picture and the comparison of short video author；
The test module includes memory module and analog module, and the memory module is used to carry out the storage and note of short-sighted frequency
Record, the analog module are used for the simulation for issuing short-sighted frequency, carry out short video flowing by freshness and user's popularity
The pre-estimation of amount；
The evaluation module is used to carry out the estimation of short video value by the information of the test module and the investment of user；
The recommending module includes labeling module, sending module and modified module, and the labeling module is used for short video content
The mark of segment and text is carried out, the sending module is used to for the content of the labeling module being sent to user, and user carries out
The addition of self opinion, the modified module are used to carry out short-sighted frequency the recommendation of comprehensive modification and published method.
2. a kind of short-sighted frequency value estimate recommender system based on the network platform according to claim 1, it is characterised in that:
The memory module includes being locally stored to store on line, described to be locally stored for carrying out local preservation to short-sighted frequency and dividing
Class, storage is for carrying out online editor and browsing to short-sighted frequency on the line.
3. a kind of short-sighted frequency value estimate recommender system based on the network platform according to claim 1, it is characterised in that:
The analog module includes database and estimates submodule, the database be used to search and the real-time hot spot in storage network with
The search of netizen is accustomed to, and the submodule of estimating is for carrying out the pre- of the short video flow of user by the information of the database
Estimate.
4. a kind of short-sighted frequency value estimate recommender system based on the network platform according to claim 1, it is characterised in that:
The evaluation module includes investment module and analysis module, and the investment module independently chooses input and essence for user
Power, the analysis module are used to carry out short video utility by the information of the test module and investment module, freshness, push away
Range and effective classification analysis.
5. a kind of short-sighted frequency value estimate recommender system based on the network platform according to claim 1, it is characterised in that:
The labeling module includes the first submodule and second submodule, and first submodule is used for content and text to short-sighted frequency
The mark of logic memory is carried out, the second submodule is used to carry out the content of short video clip and splicing the mark of adaptability
Note.
6. a kind of short-sighted frequency value estimate recommender system based on the network platform according to claim 1, it is characterised in that:
The estimation recommender system is additionally provided with logging modle, the content of modification habit and short-sighted frequency for recording the same user.
7. a kind of short-sighted frequency value estimate recommender system based on the network platform according to claim 1, it is characterised in that:
The estimation recommender system is additionally provided with transaction modules, carries out turning for short-sighted frequency ownership by the network platform for user
It allows.
8. a kind of short-sighted frequency value estimate recommender system based on the network platform according to claim 1, it is characterised in that:
The estimation recommender system is additionally provided with short-sighted frequency module, and the short-sighted frequency module is used to carry out network according to the field of being good at of user
The retrieval of temperature, and recommend the suitable short video type made to user.
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