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Construction of cultural industry development factor model based on factor analysis, artificial intelligence and big data

机译:基于因子分析,人工智能和大数据的文化产业发展因子模型构建

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The rapid development of the level of social informatization has allowed the content related to computer science to advance with the times and have derived two fields of big data and artificial intelligence. Specifically, the theory and methods of artificial intelligence themselves provide key support for big data. On the other hand, big data also provides auxiliary means for the research and analysis of artificial intelligence. Artificial intelligence will become the mainstream development trend of the future society, and the application of big data technology under the background of artificial intelligence will also be systematic in many fields. This paper analyzes the internal and external factors in the development of cultural industry by means of econometric research methods and big data and artificial intelligence, principal component analysis, factor analysis and multiple regression analysis, establishes the model of cultural industry development factors, breaks through the traditional research methods, analyzes the impact of the core, foundation, environment, kinetic energy, efficiency, potential and other factors on the comprehensive index of the development of cultural industry, and analyzes the comparative advantages and development trend of cultural industry in all provinces and municipalities of China. In this paper, the "three elements" model is comprehensively demonstrated by quantitative and qualitative methods, which solves the problem of lack of qualitative and quantitative research methods in cultural industry.
机译:社会信息化水平的快速发展使内容与计算机科学相关的内容与时代推进,并派生了两个大数据和人工智能的领域。具体而言,人工智能本身的理论和方法为大数据提供关键支持。另一方面,大数据还为人工智能研究和分析提供辅助手段。人工智能将成为未来社会的主流发展趋势,并且在人工智能背景下的大数据技术在许多领域都将是系统的。本文通过计量经济学研究方法和大数据和人工智能,主要成分分析,因子分析和多元回归分析,分析了文化产业发展的内部和外部因素,建立了文化产业发展因素的模型,突破了传统的研究方法,分析了核心,基础,环境,动能,效率,潜力等因素对文化产业发展综合指标的影响,分析了各省文化产业的比较优势和发展趋势中国市政当局。本文通过定量和定性方法全面地证明了“三个要素”模型,解决了文化产业缺乏定性和定量研究方法的问题。

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