{"title":"基于多元Logistic回归模型的薄膜基地发展影响因素分析","authors":"Yanting Gao, Zixing Zhang","doi":"10.1109/ISAIAM55748.2022.00022","DOIUrl":null,"url":null,"abstract":"Since its inception in the last century, Chinese film and TV bases have faced the problems of rapid growth in quantity and unbalanced development in quality. The existing research generally expects that the financial investment of local governments and the agglomeration of local cultural industries can improve the level of industrial development of film bases and believe that the development of film base industries is affected by regions. However, the existing theoretical research has failed to give strong support to these optimistic expectations. Based on relevant finance and economics databases, this study conducts correlation analysis and multiple logistic regression to test these optimistic proposals. The results show that there is a significant correlation between the development level of film bases and the government financial support, the cultural industry agglomeration, and transportation accessibility. However, the effect of the area where the base is located is not significant. In addition, the research builds a computational model based on multiple logistic regression to predict the development level of film bases and tries to provide a reference for the development of the film industry.","PeriodicalId":382895,"journal":{"name":"2022 2nd International Symposium on Artificial Intelligence and its Application on Media (ISAIAM)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-06-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Influencing Factors Analysis of Development of Film Base With Multiple Logistic Regression Model\",\"authors\":\"Yanting Gao, Zixing Zhang\",\"doi\":\"10.1109/ISAIAM55748.2022.00022\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Since its inception in the last century, Chinese film and TV bases have faced the problems of rapid growth in quantity and unbalanced development in quality. The existing research generally expects that the financial investment of local governments and the agglomeration of local cultural industries can improve the level of industrial development of film bases and believe that the development of film base industries is affected by regions. However, the existing theoretical research has failed to give strong support to these optimistic expectations. Based on relevant finance and economics databases, this study conducts correlation analysis and multiple logistic regression to test these optimistic proposals. The results show that there is a significant correlation between the development level of film bases and the government financial support, the cultural industry agglomeration, and transportation accessibility. However, the effect of the area where the base is located is not significant. In addition, the research builds a computational model based on multiple logistic regression to predict the development level of film bases and tries to provide a reference for the development of the film industry.\",\"PeriodicalId\":382895,\"journal\":{\"name\":\"2022 2nd International Symposium on Artificial Intelligence and its Application on Media (ISAIAM)\",\"volume\":\"26 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-06-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 2nd International Symposium on Artificial Intelligence and its Application on Media (ISAIAM)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ISAIAM55748.2022.00022\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 2nd International Symposium on Artificial Intelligence and its Application on Media (ISAIAM)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISAIAM55748.2022.00022","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Influencing Factors Analysis of Development of Film Base With Multiple Logistic Regression Model
Since its inception in the last century, Chinese film and TV bases have faced the problems of rapid growth in quantity and unbalanced development in quality. The existing research generally expects that the financial investment of local governments and the agglomeration of local cultural industries can improve the level of industrial development of film bases and believe that the development of film base industries is affected by regions. However, the existing theoretical research has failed to give strong support to these optimistic expectations. Based on relevant finance and economics databases, this study conducts correlation analysis and multiple logistic regression to test these optimistic proposals. The results show that there is a significant correlation between the development level of film bases and the government financial support, the cultural industry agglomeration, and transportation accessibility. However, the effect of the area where the base is located is not significant. In addition, the research builds a computational model based on multiple logistic regression to predict the development level of film bases and tries to provide a reference for the development of the film industry.