Analysis of film distribution methods based on artificial intelligence technology
In this paper, we first sort out the common film communication media and film communication methods and explore the application of visual language and multimodal discourse analysis based on artificial intelligence in film communication. Then, the maximum flow belief propagation algorithm is designed...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
Sciendo
2024-01-01
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| Series: | Applied Mathematics and Nonlinear Sciences |
| Subjects: | |
| Online Access: | https://doi.org/10.2478/amns.2023.2.00879 |
| _version_ | 1797340681252896768 |
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| author | Zeng Rong Zhang Hui |
| author_facet | Zeng Rong Zhang Hui |
| author_sort | Zeng Rong |
| collection | DOAJ |
| description | In this paper, we first sort out the common film communication media and film communication methods and explore the application of visual language and multimodal discourse analysis based on artificial intelligence in film communication. Then, the maximum flow belief propagation algorithm is designed by combining the belief algorithm based on the information propagation algorithm with the maximum flow linear programming equation, and the minimum cost of movie propagation methods based on artificial intelligence technology is designed. Finally, the accuracy, speed, and cost of the movie dissemination method using AI technology are analyzed by the MovieLens dataset. The results show that this dissemination method has the lowest MAE and RMSE values of 0.79 and 0.82, respectively, and the minimum average cost is 0.38 per person, which can be effectively disseminated. |
| first_indexed | 2024-03-08T10:06:41Z |
| format | Article |
| id | doaj.art-5ed7ea17d95b4bb19035c897a1fd8916 |
| institution | Directory Open Access Journal |
| issn | 2444-8656 |
| language | English |
| last_indexed | 2024-03-08T10:06:41Z |
| publishDate | 2024-01-01 |
| publisher | Sciendo |
| record_format | Article |
| series | Applied Mathematics and Nonlinear Sciences |
| spelling | doaj.art-5ed7ea17d95b4bb19035c897a1fd89162024-01-29T08:52:37ZengSciendoApplied Mathematics and Nonlinear Sciences2444-86562024-01-019110.2478/amns.2023.2.00879Analysis of film distribution methods based on artificial intelligence technologyZeng Rong0Zhang Hui11Nanchang Institute of Technology, Nanchang, Jiangxi, 330044, China.1Nanchang Institute of Technology, Nanchang, Jiangxi, 330044, China.In this paper, we first sort out the common film communication media and film communication methods and explore the application of visual language and multimodal discourse analysis based on artificial intelligence in film communication. Then, the maximum flow belief propagation algorithm is designed by combining the belief algorithm based on the information propagation algorithm with the maximum flow linear programming equation, and the minimum cost of movie propagation methods based on artificial intelligence technology is designed. Finally, the accuracy, speed, and cost of the movie dissemination method using AI technology are analyzed by the MovieLens dataset. The results show that this dissemination method has the lowest MAE and RMSE values of 0.79 and 0.82, respectively, and the minimum average cost is 0.38 per person, which can be effectively disseminated.https://doi.org/10.2478/amns.2023.2.00879artificial intelligence techniquesbelief propagation algorithmslinear programming equationsmultimodalitymovie propagation methods91e45 |
| spellingShingle | Zeng Rong Zhang Hui Analysis of film distribution methods based on artificial intelligence technology Applied Mathematics and Nonlinear Sciences artificial intelligence techniques belief propagation algorithms linear programming equations multimodality movie propagation methods 91e45 |
| title | Analysis of film distribution methods based on artificial intelligence technology |
| title_full | Analysis of film distribution methods based on artificial intelligence technology |
| title_fullStr | Analysis of film distribution methods based on artificial intelligence technology |
| title_full_unstemmed | Analysis of film distribution methods based on artificial intelligence technology |
| title_short | Analysis of film distribution methods based on artificial intelligence technology |
| title_sort | analysis of film distribution methods based on artificial intelligence technology |
| topic | artificial intelligence techniques belief propagation algorithms linear programming equations multimodality movie propagation methods 91e45 |
| url | https://doi.org/10.2478/amns.2023.2.00879 |
| work_keys_str_mv | AT zengrong analysisoffilmdistributionmethodsbasedonartificialintelligencetechnology AT zhanghui analysisoffilmdistributionmethodsbasedonartificialintelligencetechnology |