Aplicación de la inteligencia artificial al periodismo: análisis de la producción académica

IF 2.6 4区 管理学 Q1 COMMUNICATION
S. Parratt-Fernández, Javier Mayoral-Sánchez, Montse Mera-Fernández
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引用次数: 12

Abstract

Journalism has been able to adapt quickly to technological innovation, especially in recent years. The application of algorithms and artificial intelligence (AI) to this discipline is a phenomenon that has developed rapidly in a very short time. This is therefore a research area that, in spite of its short life, deserves special interest. The objective of this review article is to map and analyze the global scientific production on this topic and to identify which countries are most focused on this issue, which areas are studied most and using which methodological approaches, how and where it is evolving, and the gaps present in this research. The review of 358 texts confirms the considerable attention from academia during the last decade, especially between 2015 and 2020, and that the USA is, by far, the country with most publications on this subject. Most of the published works are research articles carried out, above all, using qualitative methodologies. The areas that have attracted the most interest to date are data journalism, robot writing, and news verification. As is to be expected in a developing discipline, others such as the review of the role of the journalist, the personalization of content, or the incorporation of AI into teaching of journalism have not yet been sufficiently explored but surely will be in the near future.
人工智能在新闻中的应用:学术产出分析
新闻业能够迅速适应技术创新,尤其是近年来。算法和人工智能(AI)在这门学科中的应用是在很短的时间内迅速发展起来的现象。因此,这是一个值得特别关注的研究领域,尽管它存在的时间很短。这篇综述文章的目的是绘制和分析关于这一主题的全球科学成果,并确定哪些国家最关注这一问题,哪些领域研究最多,使用哪种方法方法,它是如何发展的,在哪里发展的,以及这项研究中存在的差距。对358篇文章的回顾证实了学术界在过去十年中,特别是在2015年至2020年期间的相当大的关注,并且美国是迄今为止在这一主题上发表最多文章的国家。大多数出版的作品都是研究文章,首先,使用定性方法。迄今为止,最吸引人的领域是数据新闻、机器人写作和新闻验证。正如在发展中的学科中所期望的那样,其他方面,如记者角色的审查,内容的个性化,或将人工智能纳入新闻教学,尚未得到充分的探索,但肯定会在不久的将来。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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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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