Development of Film Genres Prediction System Based on Intelligent Tags

Shan Liu, Yingbo Zhang, Sichen Wang
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Abstract

The number of film works in China has increased year by year, many works have won unanimous praise from domestic and foreign audiences. But overall, the quality of works in the entire domestic film industry is still uneven, more high-quality film works are needed. In this paper, a new method based on multiple dimensions to analyze and excavate the film works communication effects is proposed. By categorizing and summarizing the film genres, the system can predict the communication effects of different types of film works and provide creative suggestions based on the market acceptance. According to the audience preferences, the system will recommend different film works to meet the audience’s needs. The simulation results demonstrated that the prediction system can greatly improve the propagation of film works.
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基于智能标签的电影类型预测系统的开发
中国电影作品的数量逐年增加,许多作品赢得了国内外观众的一致好评。但总体而言,整个国内电影行业的作品质量仍然参差不齐,需要更多高质量的电影作品。本文提出了一种基于多维度分析和挖掘电影作品传播效果的新方法。该系统通过对电影类型进行分类总结,预测不同类型电影作品的传播效果,并根据市场接受度提供创意建议。根据观众的喜好,系统会推荐不同的电影作品,以满足观众的需求。仿真结果表明,该预测系统能够极大地提高电影作品的传播速度。
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