CN107404671A - Movie contents feature obtains system and application system - Google Patents
Movie contents feature obtains system and application system Download PDFInfo
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- CN107404671A CN107404671A CN201710443803.8A CN201710443803A CN107404671A CN 107404671 A CN107404671 A CN 107404671A CN 201710443803 A CN201710443803 A CN 201710443803A CN 107404671 A CN107404671 A CN 107404671A
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- H—ELECTRICITY
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- 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
- H04N21/81—Monomedia components thereof
- H04N21/8126—Monomedia components thereof involving additional data, e.g. news, sports, stocks, weather forecasts
- H04N21/8133—Monomedia components thereof involving additional data, e.g. news, sports, stocks, weather forecasts specifically related to the content, e.g. biography of the actors in a movie, detailed information about an article seen in a video program
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- G06F16/70—Information retrieval; Database structures therefor; File system structures therefor of video data
- G06F16/78—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually
- G06F16/7867—Retrieval characterised by using metadata, e.g. metadata not derived from the content or metadata generated manually using information manually generated, e.g. tags, keywords, comments, title and artist information, manually generated time, location and usage information, user ratings
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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
- H04N21/84—Generation or processing of descriptive data, e.g. content descriptors
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Abstract
The invention discloses movie contents feature to obtain system and application system, cinematic data is divided into 8 ranks, including film essential information, film user data, film shooting information, film making team, director, playwright, screenwriter, performer's essential information, film IP influence powers, it is related to acquisition index more than 600 altogether, for the research of cinematic data content, will be artificial and be automatically combined, pass through the definition and acquisition to cinematic data content characteristic, film entirety video quality is analyzed and lifted in help, for film-maker film team can be selected to provide reference, foundation and strategy are provided for the publicity marketing of film, simultaneously, develop the application system of cinematic data content characteristic, to helping film decision-making, lift film total quality, production team, box office etc. suffers from vital effect.
Description
Technical field
The present invention relates to movie contents Feature Extraction Technology field, in particular it relates to movie contents Feature Extraction System and
Application system.
Background technology
China is world's second largest film market, while is also one of fastest-rising market.With the increasing of film yield
Add the expansion with box office capacity, movie theatre construction in all parts of the country also carries out like a raging fire.Movie theatre quantity and screen quantity it is quick-fried
The development that fried property increases as film market is had laid a good foundation construction condition.
It can be easier to obtain in the behavioral data such as support industry of the epoch viewing user of " internet+", but rely solely on use
Family behavioral data is also far from enough to attempt content Creative Director, post-production and marketing.The data of movie contents can embody work
The feature-rich of product, contain a large amount of film essential informations, film Team Member, director's essential information, playwright, screenwriter's essential information, performer
The gold mine of the semantic informations, even more film big data such as essential information, film IP influence powers, box office receipts.By holographic to film
The structure researched and analysed with system of data, to helping film decision-making, lifting film total quality, production team, box office etc. all
There are highly important meaning and effect.
The content of the invention
It is an object of the present invention in view of the above-mentioned problems, propose that a kind of movie contents feature obtains system, help film is determined
Plan, lifting film total quality, production team, box office.
To achieve the above object, the technical solution adopted by the present invention is：A kind of movie contents feature obtains system, main bag
Include：
Tag control system and film management system, the tag control system and film management system pass through network interface
Connection, it is characterised in that the tag control system includes data acquisition module and tag extraction module, the data acquisition mould
Block obtains movie contents information, and the tag extraction module extracts movie contents label, indexes label, label is associated with film
After be stored in tag library；
The extraction movie contents label is specifically, first by cinema content data according to film essential information data, electricity
Shadow user data, film shooting information data, film making team data, director's essential information data, playwright, screenwriter's essential information number
According to, performer's essential information data, film IP influence force data and other data contents and carry out partition of the level, then according at different levels strokes
Divide content that movie contents are carried out with detailed data acquisition, form data acquisition label.
Further, the film essential information data be used for movie contents carry out comprehensive analysis, and draw film into
The key element of work(；
Carry out detailed data acquisition according to film essential information data, specifically include collection movie name information data,
Film English name data, movie name phonetic data, more title data, original work data, IP categorical datas, director data, playwright, screenwriter
Data, acting the leading role data, film types data, film ratings data, box office receipts data, film, specially money does data, synopsis
Data, color data, IMDB codings, prize-winning situation data, issuing date data, country /region data, duration data, joint
Product data, make data, product personal data and joint product personal data.
Further, provide data according to publicity marketing of the film user data to film to support, according to film number of users
According to detailed data acquisition is carried out, collection userspersonal information's characteristic and user content characteristic are specifically included, it is described
Userspersonal information's characteristic include system user ID data, username data, age of user data, user's gender data,
Zone data, constellation data and individual introduce data；
The user content characteristic include IMDB score datas, IMDB scoring number and each website scoring and comment
Point number, the box office statistics of each web film, the searchable index of each website and each website user are commented movie contents
By data.
Further, by the film shooting information data of collection, instruct to provide data support for New cinema shooting；
Detailed data acquisition is carried out according to film shooting information data, specifically includes collection image elements data, sound
Sequence data, male No.1 leading role data, female No.1 leading role data, film climax data, shot segmentation obtain data and story board
Data, and detailed data acquisition is carried out according to above-mentioned division content, form multiple corresponding data acquisition labels.
Further, by being acquired to film making team data, to build film-making team repository, and pushed away to film-maker
The production team's offer data support for participating in similar film is provided；
Detailed data acquisition is carried out according to film making team data, collection performer is specifically included and organizes data, Director Team
Data, film-making group data, playwright, screenwriter and drama group data, planning supervise a group data, a group data, making group data, field are supervised in planning
Note is planned as a whole and theater manager floor manager organizes data, art group data, photography group data, light group data, cosmetic group data, costume and prop group
Data, later stage editing and composite group data, special efficacy animation data, captions group data, wushu movement data, music making data, sound
Sound make data, Digital Intermediate data, product team data, poster design and patronage express one's thanks to data, model material data and
Bindings group data, trailer, titbit and teaser or tail animation data, and other data.
Further, by being acquired to director's essential information data, participating in similar film to director integrates
Analysis, recommend related outstanding director to provide data for film-maker and support；
Detailed data acquisition is carried out according to director's essential information data, specifically includes collection title information, director's Chinese
Name information, outer literary fame information, Alias information, personal profile information, filmography information, represent directory information, masterpiece
Product information, main awards information, date of birth information, birthplace information, native place information, nationality's information, Folk Information, blood group letter
Breath, height information, body weight information, constellation information, brokerage firm's information, occupational information, graduation universities and colleges information, marital status letter
Breath, spouse's information and family's child's information；
By being acquired to playwright, screenwriter's essential information data, according to the information architecture of collection playwright, screenwriter storehouse, selected for film-maker
Playwright, screenwriter provides reference；
Detailed data acquisition is carried out according to information data, specifically includes Film Title information, volume that collection playwright, screenwriter participates in
Acute Chinese name information, outer literary fame information and Alias information, the personal profile information of playwright, screenwriter, playwright, screenwriter's works directory information, masterpiece
Product information, main awards information, playwright, screenwriter's date of birth, birthplace, native place, nationality, nationality, blood group, height, body weight and constellation letter
Breath, brokerage firm's information, the occupational information of playwright, screenwriter, graduation universities and colleges information, marital status information, spouse's information and child where playwright, screenwriter
Sub-information；
According to performer's essential information data of collection, artist's film tag library is built, was participated in film-maker's recommendation similar
The performer of film；
Detailed data acquisition is carried out according to film making team data, specifically includes the personal brief introduction letter of collection performer
Breath, performer's works directory information, representative works information, main awards information, performer's date of birth, birthplace, native place, nationality,
Nationality, blood group, height, body weight and constellation information, brokerage firm's information, the occupational information of performer, graduation universities and colleges letter where performer
Breath, marital status information, spouse's information and child's information.
Further, analyzed by influenceing force data to the film IP of collection, obtain the temperature analysis of original work novel
As a result, drama is selected to provide guide data support；
Force data is influenceed according to film IP and carries out detailed data acquisition, and it is former to specifically include collection movie name information, film
Write information, original work author information, film types information, the score information of each website, box office receipts information, topic degree information, most
High searchable index information and evaluation information.
Application module is analyzed including the acquisition systematic difference system, in addition to Back Administration Module and label data,
The Back Administration Module is managed to user, message, content and label, and the label data analysis application module includes play
This screening module, film analysis module, audience analysis module, team's selecting module and subject matter selection module, the drama screening
Module is carried out according to the data acquisition label related to drama content that the acquisition system obtains and magnanimity drama story outline
Matching, preliminary screening is carried out, then drama character personality and plot set pattern, story core are compared with existing model, carried out thin
Cause screening；
The film analysis module, according to the content of tag library, the higher high-quality film information of analysis similarity, help to throw
Capital carries out the later stage publicity marketing of film；If providing cadre and pending film project for film-maker has similar drama element
Same type film, drama is analyzed and changed, it is final to obtain more excellent scheme；
The audience analysis module, advertisement putting and later stage are carried out according to audient's age of tag library, sex, Regional Distribution
Marketing, and the feeling of freshness and satisfaction of user is analyzed, investor can be helped to carry out film and launch selection；
Team's selecting module, by the label information of performer in tag library, recommend to participate in similar shadow to film-maker
The performer of piece；Film-making team repository is built, recommends to participate in the production team of similar film to film-maker, selects outstanding film group
Team participates in film creation；
The subject matter selection module, according to the data acquisition label substance of tag library, film is analyzed, obtains market
The high film subject matter of popularity.
Tag library in the system of acquisition, data acquisition label substance is stored, specifically included,
Userspersonal information's table of film user data user profile is stored, userspersonal information's table is with system user
The ID of distribution is major key as index；
Systematic names at different levels are stored by cinema content data index classification table, and to classify, ID is used as index as major key；
Director information table, storage director's essential information data, index is used as major key to direct ID；
Actor information table, performer's essential information is stored, index is used as major key to act the leading role ID；
Playwright, screenwriter's information table, storage playwright, screenwriter's essential information, to write a play, ID is used as index as major key；
Film Team Member data and film shooting information data are used as index by major key of film ID.
The cinematic data content characteristic of various embodiments of the present invention obtains and application system, and cinematic data is divided into 8 levels
Not, including film essential information, film user data, film shooting information, film making team, director, playwright, screenwriter, performer are basic
Information, film IP influence powers, it is related to acquisition index more than 600 altogether., will artificial and automatic phase for the research of cinematic data content
With reference to the film of collection is derived from from the 5000 remaining part country of data center of the projection of Chinese film distribution so far association in 2001
Film is reflected, 200 films of manual entry at present carry out the extraction and analysis of film holography content-data.Develop in cinematic data
Hold the application system of feature, it is heavy to closing to helping film decision-making, lifting film total quality, production team, box office etc. to suffer from
The effect wanted.Cross the definition and acquisition to cinematic data content characteristic, film entirety video quality is analyzed and lifted in help, can be with
Select film team to provide reference for film-maker, foundation and strategy are provided for the publicity marketing of film.
Other features and advantages of the present invention will be illustrated in the following description, also, partly becomes from specification
Obtain it is clear that or being understood by implementing the present invention.
Below by drawings and examples, technical scheme is described in further detail.
Brief description of the drawings
Accompanying drawing is used for providing a further understanding of the present invention, and a part for constitution instruction, the reality with the present invention
Apply example to be used to explain the present invention together, be not construed as limiting the invention.In the accompanying drawings：
Fig. 1 is that the movie contents feature that includes described in the embodiment of the present invention obtains systematic difference system architecture diagram；
Fig. 2 is the cinema content data sorting technique figure described in the embodiment of the present invention；
Fig. 3 is the film basic information content characteristic pattern described in the embodiment of the present invention；
Fig. 4 is userspersonal information's characteristic pattern described in the embodiment of the present invention；
Fig. 5 is the user data content characteristic pattern described in the embodiment of the present invention；
Fig. 6 is the film shooting information content characteristic pattern described in the embodiment of the present invention；
Fig. 7 is director's basic information content characteristic pattern described in the embodiment of the present invention；
Fig. 8 is playwright, screenwriter's basic information content characteristic pattern described in the embodiment of the present invention；
Fig. 9 is the protagonist basic information content characteristic pattern described in the embodiment of the present invention；
Figure 10 is the film IP analysing content characteristic patterns described in the embodiment of the present invention；
Figure 11 is userspersonal information's figure described in the embodiment of the present invention；
Figure 12 is the cinema content data index classification figure described in the embodiment of the present invention；
Figure 13 is the director information table figure described in the embodiment of the present invention；
Figure 14 is the protagonist hum pattern described in the embodiment of the present invention；
Figure 15 is playwright, screenwriter's hum pattern described in the embodiment of the present invention.
Embodiment
The preferred embodiments of the present invention are illustrated below in conjunction with accompanying drawing, it will be appreciated that described herein preferred real
Apply example to be merely to illustrate and explain the present invention, be not intended to limit the present invention.
For the purpose of the present invention by the definition and acquisition to cinematic data content characteristic, film entirety is analyzed and lifted in help
Video quality, for film-maker film team can be selected to provide reference, foundation and strategy are provided for the publicity marketing of film.
The present invention is a cinematic data content characteristic acquisition and application system, and cinematic data is divided into nine ranks,
Believe substantially including film essential information, film user data, film shooting information, film making team, director, playwright, screenwriter, performer
Breath, film IP influence powers and other, cinematic data collection group is segmented under each rank, is related to acquisition index more than 600 altogether.For
The storage and analysis of film holographic data are realized, devises the database structure suitable for cinematic data typing and storage
With reference to Fig. 1, movie contents feature obtains system, including tag control system and film management system, the label
Management system is connected with film management system by network interface, it is characterised in that the tag control system obtains including data
Modulus block and tag extraction module, the data acquisition module obtain movie contents information, the tag extraction module extraction electricity
Shadow content tab, label is indexed, tag library is stored in after label is associated with film；
The extraction movie contents label is specifically, first by cinema content data according to film essential information data, electricity
Shadow user data, film shooting information data, film making team data, director's essential information data, playwright, screenwriter's essential information number
According to, performer's essential information data, film IP influence force data and other data contents and carry out partition of the level, then according at different levels strokes
Divide content that movie contents are carried out with detailed data acquisition, form data acquisition label.
Also include Back Administration Module and label data analysis application module, the Back Administration Module to user, message,
Content and label are managed, and the label data analysis application module includes drama screening module, film analysis module, audient
Analysis module, team's selecting module and subject matter selection module, the drama screening module obtained according to the acquisition system with
The related data acquisition label of drama content is matched with magnanimity drama story outline, progress preliminary screening, then by drama people
Physical property lattice and plot set pattern, story core are compared with existing model, carry out careful screening；
The film analysis module, according to the content of tag library, the higher high-quality film information of analysis similarity, help to throw
Capital carries out the later stage publicity marketing of film；If providing cadre and pending film project for film-maker has similar drama element
Same type film, drama is analyzed and changed, it is final to obtain more excellent scheme；
The audience analysis module, advertisement putting and later stage are carried out according to audient's age of tag library, sex, Regional Distribution
Marketing, and the feeling of freshness and satisfaction of user is analyzed, investor can be helped to carry out film and launch selection；
Team's selecting module, by the label information of performer in tag library, recommend to participate in similar shadow to film-maker
The performer of piece；Film-making team repository is built, recommends to participate in the production team of similar film to film-maker, selects outstanding film group
Team participates in film creation；
The subject matter selection module, according to the data acquisition label substance of tag library, film is analyzed, obtains market
The high film subject matter of popularity.
With reference to the cinematic data sorting technique figure of accompanying drawing 2, the data obtained to the movie contents of collection are specifically described as follows：
First, film essential information
Film essential information includes nearly 30 indexs, the wherein data such as film types, grading, product, distribution, box office and determined
The specifying information of justice, as shown in figure 3, by the acquisition of film essential information, comprehensive analysis can be carried out to film various aspects,
Obtain the successful key element of film
2nd, user data
User data is divided into two parts：Part I is illustrated in figure 4 the personal information feature of user, with including user's property
Not, the data such as region, age；Part II is illustrated in figure 5 user data content mark sheet, including IMDB, 1905 websites,
More than the 40 individual indexs such as TIME dotCom, bean cotyledon net, opal box office, Baidu's index, the film public praise of microblog and scoring.By dividing
Analyse the publicity that public praise of the user to film, evaluation, temperature etc. can be film and market and foundation and help are provided.
3rd, film shooting information
By the acquisition and analysis to Various types of data during film shooting, we can be by respectively joining in primo
Several analyses, guidance is provided for the shooting of New cinema.Fig. 6 is to need to gather the specific content characteristic of film shooting information.
Fig. 6, film shooting information data, instruct to provide data support for New cinema shooting, according to film shooting Information Number
According to detailed data acquisition is carried out, collection image elements data, sound sequence data, male No.1 leading role data, female are specifically included
No.1 leading role data, film climax data, shot segmentation obtain data and story board data, and are carried out according to above-mentioned division content
Detailed data acquisition, form multiple corresponding data acquisition labels
Detailed data acquisition is carried out to image elements data, specifically includes collection picture color data, cadence information, fortune
Dynamic path data, luminance data, single frames red component data, single frames green component data, single frames blue component data, single frames
Mean square deviation data, single frame information entropy data, single frames gradient Value Data, the item data of data texturing four and edge data；
The data acquisition detailed to the progress of sound sequence data, including collection time domain data output data, frequency domain data are defeated
Go out data, audible data, dominant frequency Value Data, dominant frequency point data, 1/2 median frequency point data, 1/4 quantile frequency point data, 3/4
Quantile frequency point data and mean square deviation；
Male No.1 leading role data are carried out with detailed data acquisition, including collection leading man for the first time time for competiton point data,
Leading man go out for the first time the other data of scene, leading man for the first time appearance face tone data, leading man for the first time appearance background colour data and
Leading man divides mirror statistics；
Female No.1 leading role data are carried out with detailed data acquisition, including collection leading lady for the first time time for competiton point data,
Leading lady go out for the first time the other data of scene, leading lady for the first time appearance face tone data, leading lady for the first time appearance background colour data and
Leading lady divides mirror statistics；
Film climax data are carried out with detailed data acquisition, including collection high tide segment data and COLOR COMPOSITION THROUGH DISTRIBUTION information
Data；
Data are obtained to shot segmentation and carry out detailed data acquisition, including collection 3D acquisition parameters, time shaft positional number
According to, scene geographic position data, time, weather data, environmental data, character data, action data and background data；
Story board data are carried out with detailed data acquisition, including gathers camera lens number, the other data of scape, take the photograph method data, picture
Content-data, dialogue data, lens length data, acoustics data and music data.
4th, film Team Member
Film Team Member is divided into 25 groups, information source is film leader end credits, forgives nearly 400 marks
Label.Table 1 is details in the packet to film Team Member and group.
Table 1
More than the ten individual marks such as in film Team Member composition, performer's group includes participation performance performer, joint is acted the leading role, action scapegoat
Label；Director Team includes nearly 20 labels such as director, assistant, live assistant director, execution director；Film-making group includes motion picture production
More than the ten individual label such as people, total film-making, producer assistant；Playwright, screenwriter and drama group include drama consultant, drama is drawn etc.；Planning is supervised
Group includes nearly ten labels such as master planning, joint planning；Simultaneously also divide have making group, script holder, artistic group, special efficacy animation group, after
The groups such as phase editing and composite group, costume and prop group, cosmetic, the fine arts, light, photography group, captions, wushu group, music making, forgive
Nearly 400 labels.
By being obtained to the member of film making team, film-making team repository can be built, recommends to participate in phase to film-maker
Like the production team of film.
5th, essential information is directed
More than the 20 individual indexs such as personal brief introduction, masterpiece, main awards, birthday, native place are included to director's essential information
Obtain, the specifying information of wherein data definition is as shown in Figure 7.
By building director information storehouse, by participating in the comprehensive analysis of similar film to director, can be pushed away for film-maker
Recommend the outstanding director of correlation.
6th, performer's essential information
More than the 20 individual indexs such as personal brief introduction, masterpiece, main awards, birthday, native place are included to performer's essential information
Obtain, the specifying information of wherein data definition is as shown in Figure 9.
Artist's film tag library is built by gathering actor information, can recommend to participate in similar film to film-maker
Performer.
7th, playwright, screenwriter's essential information
More than the 20 individual indexs such as personal brief introduction, masterpiece, main awards, birthday, native place are included to playwright, screenwriter's essential information
Obtain, the specifying information of wherein data definition is as shown in Figure 8.
Film playwright, screenwriter storehouse is built by gathering playwright, screenwriter's information, playwright, screenwriter can be selected for film-maker reference is provided.
8th, film IP is analyzed
Film IP analyses include nearly 20 indexs such as film original work, author, topic degree, searchable index, and wherein data are determined
The specifying information of justice is as shown in Figure 10.By the analysis to film IP, we can by the temperature of original work novel is analyzed come
Drama is selected to provide guidance.
9th, other
Other are following to be expanded, valuable cinematic data
Application to cinematic data content characteristic may include drama screening, film analysis, audience analysis, film making group
Team's selection, film subject matter selection, to help film decision-making, lifting film total quality, production team, box office.Fig. 1 is film
Data content feature obtains and the system architecture diagram of application system.
1. the purpose of drama screening system is exactly to pass through a drama appraisement system, side is provided for the preliminary screening of drama
Help, improve the efficiency of drama screening.Can be by film phases such as subject matter temperature trend, film lines, plot, personage's features
Pass factor is studied to screen drama.An important technology for needing to use during drama screens seeks to realize play
Machine is read.Machine before drama is read, it is necessary to understand that the people of drama first goes to label, can be from internal conflict, extrapsychic conflict, master
Several directions " religion " machines such as the establishment of people father-in-law, story of a play or opera paradox read drama.Select the nearly multi-sections of 3-5 100 be used for train play
This, the less suspense class for considering low cost, terrible class film.Specific screening process is as follows：
For the Movies of user's request, we search out the high-quality screen play storehouse of same subject matter from magnanimity drama,
The story outline of magnanimity drama and script library tag match are subjected to preliminary screening, then by drama character personality and plot set pattern,
Story core is compared with existing model, carries out careful screening.
With reference to the drama of primo, or drama modification provides reference.Can be according to three aspects to primo
Drama is screened：Scored according to the well-known web film such as IMDB, TIME dotCom, bean cotyledon, consider marking number, the average mark of film
Number and box office；Acted the leading role, directed according to film, in storehouse of writing a play to its comprehensive grading ranking；Authoritative movie critic, senior media people,
The jury of experts of the film such as film scholar authoritative sources composition, comprehensive marking is carried out to drama.By to primo
Drama screens, and personnel, drama to primo analyze, and can select to provide reference for drama.
2. film analysis system
The information such as the movie reviews of the higher high-quality film of analysis similarity, average box office, distribution working days, creator in chief,
Investor is helped to carry out the later stage publicity marketing of film.
There is the same type film of similar drama element by if cadre and pending film project is provided for film-maker, to play
Originally it is analyzed and changes and obtains more excellent scheme.
3. audience analysis
Advertisement putting and later stage marketing are carried out according to audient's age, sex, Regional Distribution etc., and to the feeling of freshness of user
Studied with satisfaction, investor can be helped to carry out film and launch selection.
4. film team selects
By building artist's film tag library, recommend to participate in the performer of similar film to film-maker；Build film-making team
Storehouse, recommend to participate in the production team of similar film to film-maker.Select outstanding film team to participate in film creation, can make
The quality of film, economic benefit, social response are protected.
5. film subject matter selection
Spectators can preferably be attracted by carrying out shooting by the film subject matter high to existing market popularity, understood and selected certain
Economic and social benefit and return caused by the meaning and value of individual subject matter and meeting.
A. tag library is built
Build high-quality screen play storehouse, nearly 3 years film types statistics and the corresponding box office statistics of different subject matters.
B. playwright, screenwriter, original work scoring
With reference to playwright, screenwriter win a prize situation, works of excellence and it is concerned degree carry out overall ranking, it is small according to the network of drama original work
Say with the concerned degree of animation to judge the popularity of theme content.
C. subject matter scores
According to drama subject matter raw score, and in same subject matter carry out drama scoring.
D. film plot, leading role's character analysis
The plot set pattern that the personality feature of film leading role and spectators are liked is collected and analyzed.
Analysis is predicted to the subject matter cycle of film, can predict and hold marketplace trend, improve the benefit of film.It is right
The assurance in subject matter cycle, it can preferably instruct the selection of screen play subject matter.First, subject matter storehouse is established, builds different subject matters
High-quality film subject matter storehouse (including the ample resources of home and overseas and model storage)；Subject matter popularity is analyzed, to nearly three
Year film types and subject matter statistics and analysis (each subject matter popularity and popularity)；The subject matter cycle is obtained, by counting microblogging
Duration and tendency are spent to obtain the corresponding subject matter cycle Deng box office receipts in portal website and topic；Finally the subject matter cycle is entered
Row forecast analysis and summary.Identical means similarly can also be used to film shooting gimmick and production method etc..
Following beneficial effect can at least be reached：
1. the acquisition of cinematic data content characteristic can help to analyze and lifted film entirety video quality, help film
Publicity marketing.In order to comprehensively describe the content characteristic of film, film holographic data is divided into eight ranks, under each rank
Cinematic data group is segmented, definition and the index counted share more than 600.
2. being the storage and analysis for realizing cinematic data, the data suitable for the typing of cinematic data index and storage are devised
Library structure.
3. the application of pair cinematic data content characteristic includes drama screening, film analysis, audience analysis, film making team
Selection, film subject matter selection, to help film decision-making, lifting film total quality, production team, box office etc..
Finally it should be noted that：The preferred embodiments of the present invention are the foregoing is only, are not intended to limit the invention,
Although the present invention is described in detail with reference to the foregoing embodiments, for those skilled in the art, it still may be used
To be modified to the technical scheme described in foregoing embodiments, or equivalent substitution is carried out to which part technical characteristic.
Within the spirit and principles of the invention, any modification, equivalent substitution and improvements made etc., it should be included in the present invention's
Within protection domain.
Claims (9)
1. movie contents feature obtains system, including tag control system and film management system, the tag control system and
Film management system is connected by network interface, it is characterised in that the tag control system includes data acquisition module and mark
Extraction module is signed, the data acquisition module obtains movie contents information, and the tag extraction module extracts movie contents label,
Label is indexed, tag library is stored in after label is associated with film；
The extraction movie contents label is specifically, first use cinema content data according to film essential information data, film
User data, film shooting information data, film making team data, director's essential information data, playwright, screenwriter's essential information data, drill
Member's essential information data, film IP influence force data and other data contents carry out partition of the level, then according in divisions at different levels
Hold and movie contents are carried out with detailed data acquisition, form data acquisition label.
2. movie contents feature according to claim 1 obtains system, it is characterised in that the film essential information data
For carrying out comprehensive analysis to movie contents, and draw the successful key element of film；
Detailed data acquisition is carried out according to film essential information data, specifically includes collection movie name information data, film
English name data, movie name phonetic data, more title data, original work data, IP categorical datas, director data, playwright, screenwriter data,
Act the leading role data, film types data, film ratings data, box office receipts data, film specially money do data, synopsis data,
Color data, IMDB codings, prize-winning situation data, issuing date data, country /region data, duration data, joint product number
According to, make data, product personal data and joint product personal data.
3. movie contents feature according to claim 2 obtains system, it is characterised in that according to film user data to electricity
The publicity marketing of shadow provides data and supported, detailed data acquisition is carried out according to film user data, specifically includes collection user
Personal information characteristic and user content characteristic, userspersonal information's characteristic include system user ID numbers
According to, username data, age of user data, user's gender data, zone data, constellation data and individual introduce data；
The user content characteristic includes IMDB score datas, the scoring of IMDB scoring numbers and each website and scoring people
The comment number of the box office statistics of several, each web film, the searchable index and each website user of each website to movie contents
According to.
4. movie contents feature according to claim 3 obtains system, it is characterised in that is believed by the film shooting of collection
Data are ceased, instruct to provide data support for New cinema shooting；
Detailed data acquisition is carried out according to film shooting information data, specifically includes collection image elements data, sound sequence
Data, male No.1 leading role data, female No.1 leading role data, film climax data, shot segmentation obtain data and story board data,
And detailed data acquisition is carried out according to above-mentioned division content, form multiple corresponding data acquisition labels.
5. movie contents feature according to claim 4 obtains system, it is characterised in that by film making team number
According to being acquired, to build film-making team repository, and the production team for participating in similar film is recommended to provide data branch to film-maker
Hold；
Detailed data acquisition is carried out according to film making team data, specifically include collection performer organize data, Director Team's data,
Film-making group data, playwright, screenwriter and drama group data, planning supervise a group data, plan to supervise a group data, making group data, script holder's pool
With theater manager floor manager organize data, art group data, photography group data, light group data, cosmetic group data, costume and prop group data,
Later stage editing and composite group data, special efficacy animation data, captions group data, wushu movement data, music making data, sound make
Data, Digital Intermediate data, product team data, poster design and patronage expresses one's thanks to data, model material data and bindings group
Data, trailer, titbit and teaser or tail animation data, and other data.
6. movie contents feature according to claim 5 obtains system, it is characterised in that by directing essential information number
According to being acquired, similar film was participated in director and carries out comprehensive analysis, recommends related outstanding director to provide number for film-maker
According to support；
Detailed data acquisition is carried out according to director's essential information data, specifically includes collection title information, director's Chinese name letter
Breath, outer literary fame information, Alias information, personal profile information, filmography information, represent directory information, representative works letter
Breath, main awards information, date of birth information, birthplace information, native place information, nationality's information, Folk Information, blood group information,
Height information, body weight information, constellation information, brokerage firm's information, occupational information, graduation universities and colleges information, marital status information, match somebody with somebody
Even information and family's child's information；
By being acquired to playwright, screenwriter's essential information data, according to the information architecture of collection playwright, screenwriter storehouse, playwright, screenwriter is selected for film-maker
Reference is provided；
Detailed data acquisition is carried out according to information data, specifically includes Film Title information, Bian Juzhong that collection playwright, screenwriter participates in
Literary fame information, outer literary fame information and Alias information, the personal profile information of playwright, screenwriter, playwright, screenwriter's works directory information, representative works letter
Breath, main awards information, playwright, screenwriter's date of birth, birthplace, native place, nationality, nationality, blood group, height, body weight and constellation information,
Brokerage firm's information, the occupational information of playwright, screenwriter, graduation universities and colleges information, marital status information, spouse's information and child where playwright, screenwriter
Information；
According to performer's essential information data of collection, artist's film tag library is built, recommends to participate in similar film to film-maker
Performer；
Detailed data acquisition is carried out according to film making team data, the personal profile information of collection performer is specifically included, drills
Member's works directory information, representative works information, main awards information, performer's date of birth, birthplace, native place, nationality, nationality,
Blood group, height, body weight and constellation information, brokerage firm's information, the occupational information of performer, graduation universities and colleges information, wedding where performer
Relation by marriage condition information, spouse's information and child's information.
7. movie contents feature according to claim 6 obtains system, it is characterised in that passes through the film IP shadows to collection
Ring force data to be analyzed, obtain the temperature analysis result of original work novel, drama is selected to provide guide data support；
Force data is influenceed according to film IP and carries out detailed data acquisition, specifically includes collection movie name information, film original work letter
Breath, original work author information, film types information, the score information of each website, box office receipts information, topic degree information, highest are searched
Rope index information and evaluation information.
8. including any one of the claim 1-7 acquisition systematic difference systems, it is characterised in that also including back-stage management mould
Block and label data analysis application module, the Back Administration Module is managed to user, message, content and label, described
Label data analysis application module include drama screening module, film analysis module, audience analysis module, team's selecting module and
Subject matter selection module, the data acquisition mark related to drama content that the drama screening module obtains according to the acquisition system
Label are matched with magnanimity drama story outline, carry out preliminary screening, then by drama character personality and plot set pattern, story core and
Existing model is compared, and carries out careful screening；
The film analysis module, according to the content of tag library, the higher high-quality film information of analysis similarity, help investor
Carry out the later stage publicity marketing of film；If providing cadre and pending film project for film-maker has the same of similar drama element
Type film, is analyzed and changes to drama, final to obtain more excellent scheme；
The audience analysis module, advertisement putting is carried out according to audient's age of tag library, sex, Regional Distribution and the later stage seeks
Pin, and the feeling of freshness and satisfaction of user is analyzed, investor can be helped to carry out film and launch selection；Team's choosing
Module is selected, by the label information of performer in tag library, recommends to participate in the performer of similar film to film-maker；Build film-making group
Team storehouse, recommend to participate in the production team of similar film to film-maker, select outstanding film team to participate in film creation；
The subject matter selection module, according to the data acquisition label substance of tag library, film is analyzed, obtains market popularity
Spend high film subject matter.
9. the tag library in a kind of any one of the claim 1-7 system of the acquisition, it is characterised in that by data acquisition label
Content is stored, and is specifically included,
Userspersonal information's table of film user data user profile is stored, userspersonal information's table is distributed with system user
ID for major key as index；
Systematic names at different levels are stored by cinema content data index classification table, and to classify, ID is used as index as major key；
Director information table, storage director's essential information data, index is used as major key to direct ID；
Actor information table, performer's essential information is stored, index is used as major key to act the leading role ID；
Playwright, screenwriter's information table, storage playwright, screenwriter's essential information, to write a play, ID is used as index as major key；
Film Team Member data and film shooting information data are used as index by major key of film ID.
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