人工智能在传媒业中的应用综述

IF 0.8 Q3 COMMUNICATION
Sylvia M. Chan-Olmsted
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引用次数: 50

摘要

人工智能是数字时代的一项变革性技术,也是企业日益重要的商业思维方式,尤其是对于那些拥有越来越多数字内容产品和广告机会的媒体行业。鉴于其独特的市场特征,目前尚不清楚人工智能是否会在媒体行业提供与其他有形商品行业相同的颠覆性力量和效用。本文探讨了人工智能在媒体行业的应用,人工智能在价值链中的作用,以及将认知技术纳入该行业的挑战。结论是,媒体中的人工智能应用主要集中在八个领域:受众内容推荐/发现、受众参与、增强受众体验、消息优化、内容管理、内容创建、受众洞察和运营自动化。在平衡有效性和效率,以及人类和人工智能的判断方面存在重大挑战。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Review of Artificial Intelligence Adoptions in the Media Industry
ABSTRACT Artificial intelligence is a transformational technology of the digital age and an increasingly critical business mindset for companies, especially for those in the media sector with a growing array of digital content products and advertising opportunities. Given its unique market characteristics, it is unclear whether AI would offer the same disruptive power and utilities in the media sector as in other tangible goods industries. This review examines the utilities of AI in the media industry, AI’s role in the context of value chain, and the challenges in incorporating the cognitive technologies in this industry. It was concluded that AI applications in media have occurred in the eight main areas: audience content recommendations/discovery, audience engagement, augmented audience experience, message optimization, content management, content creation, audience insights, and operational automation. There are significant challenges in balancing the effectiveness and efficiency, and human and AI judgement.
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来源期刊
CiteScore
3.10
自引率
5.30%
发文量
12
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