基于知识图谱分析的人工智能技术在电影产业的应用研究  

Research on the Application of Artificial Intelligence Technology in Film Industry Based on Knowledge Graph Analysis

作　　者：姜扬 王波[2] 毕勋磊[3] JIANG Yang;WANG Bo;BI Xunlei(University of Chinese Academy of Sciences,Beijing 100049;Institute of Automation,Chinese Academy of Sciences,Beijing 100190;Science and Technology Innovation and Development Center,Beijing 100090)

机构地区：[1]中国科学院大学经济与管理学院,北京100049 [2]中国科学院自动化研究所,北京100190 [3]中国科学院科技创新发展中心,北京100090

出　　处：《科技促进发展》2024年第9期797-805,共9页Science & Technology for Development

基　　金：2024年中国科学院科技创新发展中心课题一般项目(KCZX202401)基金项目的支持

摘　　要：随着人工智能技术的飞速发展,其在电影产业中的应用日益广泛,对电影产业链的各个环节产生了深远影响。本研究详细分析电影产业对人工智能技术的需求,通过构建人工智能与电影产业融合的知识图谱,深入探讨了人工智能技术在内容创作、制作、宣发、放映等电影产业链环节的应用现状,并预测未来发展趋势。研究结果表明,数据挖掘、机器学习、自然语言处理、计算机视觉和计算机图形学等人工智能技术在电影产业中具有显著的应用潜力和需求。此外,本研究还分析了不同时间段内人工智能技术在电影产业应用的变化态势,并对未来的发展方向进行了展望。研究指出,集成多个人工智能分支技术的大模型将在电影产业中扮演越来越重要的角色,为电影创作、制作和观众体验带来革命性的改变。With the rapid development of artificial intelligence technology,its application in the film industry is becoming increasingly extensive,which has a profound impact on various aspects of the film industry chain.This study aimed to analyze in detail the demand for artificial intelligence technology in the film industry.By constructing a knowledge graph of the integration of artificial intelligence and the film industry,this study thoroughly explored the current status of the application of artificial intelligence technology in the film industry chain links such as content creation,production,distribution and screening,and predicted the future development trend.The results of the study showed that artificial intelligence technologies such as data mining,machine learning,natural language processing,computer vision,and computer graphics have significant potential and demand for application in the film industry.In addition,this study analyzed the changing dynamics of the application for artificial intelligence technology in the film industry during different time periods,and provided an outlook on future directions.The study pointed out that large-scale models integrating multiple branches of artificial intelligence technology would play an increasingly important role in the film industry,revolutionizing film creation,production and audience experience.

关 键 词：人工智能 电影产业 产业链 知识图谱 

分 类 号：J943[艺术—电影电视艺术] G353.1[文化科学—情报学]