Data Analysis Method of Intelligent Analysis Platform for Big Data of Film and Television
Based on cloud computing and statistics theory, this paper proposes a reasonable analysis method for big data of film and television. The method selects Hadoop open source cloud platform as the basis, combines the MapReduce distributed programming model and HDFS distributed file storage system and o...
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| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2021-01-01
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| Series: | Complexity |
| Online Access: | http://dx.doi.org/10.1155/2021/9947832 |
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| _version_ | 1832568475072069632 |
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| author | Youwen Ma Yi Wan |
| author_facet | Youwen Ma Yi Wan |
| author_sort | Youwen Ma |
| collection | DOAJ |
| description | Based on cloud computing and statistics theory, this paper proposes a reasonable analysis method for big data of film and television. The method selects Hadoop open source cloud platform as the basis, combines the MapReduce distributed programming model and HDFS distributed file storage system and other key cloud computing technologies. In order to cope with different data processing needs of film and television industry, association analysis, cluster analysis, factor analysis, and K-mean + association analysis algorithm training model were applied to model, process, and analyze the full data of film and TV series. According to the film type, producer, production region, investment, box office, audience rating, network score, audience group, and other factors, the film and television data in recent years are analyzed and studied. Based on the study of the impact of each attribute of film and television drama on film box office and TV audience rating, it is committed to the prediction of film and television industry and constantly verifies and improves the algorithm model. |
| format | Article |
| id | doaj-art-0c6f5bd8d9154d8a85672d1e31409256 |
| institution | Kabale University |
| issn | 1076-2787 1099-0526 |
| language | English |
| publishDate | 2021-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Complexity |
| spelling | doaj-art-0c6f5bd8d9154d8a85672d1e314092562025-02-03T00:58:58ZengWileyComplexity1076-27871099-05262021-01-01202110.1155/2021/99478329947832Data Analysis Method of Intelligent Analysis Platform for Big Data of Film and TelevisionYouwen Ma0Yi Wan1School of Media and Communication, Shanghai Jiao Tong University, Shanghai 200240, ChinaSchool of Media and Communication, Shanghai Jiao Tong University, Shanghai 200240, ChinaBased on cloud computing and statistics theory, this paper proposes a reasonable analysis method for big data of film and television. The method selects Hadoop open source cloud platform as the basis, combines the MapReduce distributed programming model and HDFS distributed file storage system and other key cloud computing technologies. In order to cope with different data processing needs of film and television industry, association analysis, cluster analysis, factor analysis, and K-mean + association analysis algorithm training model were applied to model, process, and analyze the full data of film and TV series. According to the film type, producer, production region, investment, box office, audience rating, network score, audience group, and other factors, the film and television data in recent years are analyzed and studied. Based on the study of the impact of each attribute of film and television drama on film box office and TV audience rating, it is committed to the prediction of film and television industry and constantly verifies and improves the algorithm model.http://dx.doi.org/10.1155/2021/9947832 |
| spellingShingle | Youwen Ma Yi Wan Data Analysis Method of Intelligent Analysis Platform for Big Data of Film and Television Complexity |
| title | Data Analysis Method of Intelligent Analysis Platform for Big Data of Film and Television |
| title_full | Data Analysis Method of Intelligent Analysis Platform for Big Data of Film and Television |
| title_fullStr | Data Analysis Method of Intelligent Analysis Platform for Big Data of Film and Television |
| title_full_unstemmed | Data Analysis Method of Intelligent Analysis Platform for Big Data of Film and Television |
| title_short | Data Analysis Method of Intelligent Analysis Platform for Big Data of Film and Television |
| title_sort | data analysis method of intelligent analysis platform for big data of film and television |
| url | http://dx.doi.org/10.1155/2021/9947832 |
| work_keys_str_mv | AT youwenma dataanalysismethodofintelligentanalysisplatformforbigdataoffilmandtelevision AT yiwan dataanalysismethodofintelligentanalysisplatformforbigdataoffilmandtelevision |