Artificial intelligence applications in media archives

IF 2.6 4区 管理学 Q1 COMMUNICATION Profesional De La Informacion Pub Date : 2023-09-26 DOI:10.3145/epi.2023.sep.17
Virginia Bazán-Gil
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Abstract

The aim of this paper is to present an international overview of the use of artificial intelligence in the context of media archives in broadcasters, preservation institutions and press agencies, through a comprehensive analysis of sources primarily focusing on case studies presented at international conferences and seminars, together with the results of the survey on the use of artificial intelligence conducted by FIAT/IFTA. Once the most commonly used technologies have been defined and we have identified the stages of the production workflow in which they are used, we will discuss the specific applications of these technologies in television archives, audiovisual heritage preservation organisations, press agencies and innovation projects where technology vendors and media companies collaborate. Finally, we will deal with the challenges related to the implementation of AI in media archives, the need for datasets in the development of language models, and the relevance of a sensible use of technology.
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人工智能在媒体档案中的应用
本文的目的是通过对国际会议和研讨会上的案例研究以及FIAT/IFTA进行的人工智能使用调查结果的综合分析,介绍在广播公司、保存机构和新闻机构的媒体档案背景下使用人工智能的国际概况。一旦定义了最常用的技术,并确定了使用这些技术的制作工作流程的各个阶段,我们将讨论这些技术在电视档案、音像遗产保护组织、新闻机构以及技术供应商和媒体公司合作的创新项目中的具体应用。最后,我们将处理与在媒体档案中实施人工智能相关的挑战,语言模型开发中对数据集的需求,以及合理使用技术的相关性。
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来源期刊
CiteScore
8.10
自引率
9.50%
发文量
109
期刊介绍: El profesional de la información es una revista sobre información, bibliotecas y nuevas tecnologías de la información. Primera revista española de Biblioteconomía y Documentación indexada por las dos bases de datos bibliográficas internacionales más importantes: ISI Social Science Citation Index y Scopus
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