现代电影技术Issue(12)：22-31,10.DOI:10.3969/j.issn.1673-3215.2025.12.003
从大模型涌现到人机协同:影视创作的情感计算与算法向善
From the emergence of large language models to human-machine collabora-tion:A discussion towards affective computing and algorithmic benevolence in the creation of film and television
摘要
Abstract
With the deep application of artificial intelligence(AI)technology in the field of film and television industry,algo-rithm-based affective computing has significantly enhanced the efficiency of creation,but also brought challenges such as the standardization and homogenization of emotional expression as well as the disappearance of artistic aura.In response to this change,under the background of technological inclusiveness,this article attempts to explore the path to harnessing the emergence characteristics of large language models from the perspective of technical practice.By combining Stable Diffusion,Sora,and domestic cutting-edge AI generation models with multimodal affective computing technology,this re-search seeks to break through the dilemma of emotional standardization,proposing technical pathways such as prompt en-gineering,hyper-parameter tuning,and ethics-embedded design,aiming at transcending technological reflection and con-structing an ethical framework for algorithmic benevolence and a creative process featuring human-machine symbiosis,so as to maintain the uniqueness and innovation of emotional expression while preserving narrative aesthetics,and to attempt to establish an operational technical framework in order to achieve a dynamic balance between technological rationality and artistic sensibility in the algorithmic era.关键词
影视创作/算法向善/情感计算/技术伦理/人机共生/涌现性Key words
Film and TV Production/Algorithmic Benevolence/Affective Computing/Technological Ethics/Human-Machine Symbiosis/Emergence Properties分类
社会科学引用本文复制引用
GAO Xiongjie,DONG Tao..从大模型涌现到人机协同:影视创作的情感计算与算法向善[J].现代电影技术,2025,(12):22-31,10.基金项目
中央高校基本科研业务费专项资金资助(中央戏剧学院重点项目)"新技术视域下影视叙事审美转化机制研究"(YNZD2301). （中央戏剧学院重点项目）
