弥合技术与编辑的鸿沟:新闻中算法策展的发展与整合的两个案例的教训

IF 2.8 1区 文学 Q1 COMMUNICATION Journalism Studies Pub Date : 2023-06-21 DOI:10.1080/1461670X.2023.2227283
Lynge Asbjørn Møller
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引用次数: 0

摘要

传统新闻机构越来越多地应用推荐系统,根据一套预定义的原则来构建和个性化他们的网站。但是,尽管这些原则直接影响着在线新闻的选择和传播,我们对定义这些原则并将其转化为代码的人员和过程却知之甚少。本文有助于填补这一研究差距调查推荐系统的发展和实施在两个斯堪的纳维亚新闻机构。利用现场理论,该研究探讨了开发人员和数据科学家在新闻机构中的强大地位,以及他们在算法管理方面的工作关系。这些新进入者带来了新形式的文化资本和一种以业绩为导向的信条,这种信条与新闻信条相冲突,导致技术整合的延迟。这篇文章强调了指导小组和桥梁员工在平衡技术、商业和编辑方面的重要作用,但也说明了记者和数据科学家之间缺乏持续的合作。这种重叠和非孤立的协作可以帮助建立共同的基础和领域间的理解,并简化技术集成。为此,本文建议将这些不同的利益相关者聚集在一个共同的目标周围,以实现长期的业务目标,从而弥合技术编辑之间的差距。
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Bridging the Tech-Editorial Gap: Lessons from Two Case Studies of the Development and Integration of Algorithmic Curation in Journalism
ABSTRACT Recommender systems are increasingly applied by traditional news organisations to structure and personalise their websites according to a set of predefined principles. But we have little insight into the people and processes involved in defining these principles and transforming them into code, despite their direct impact on online news selection and distribution. This article contributes to filling this research gap by investigating recommender system development and implementation at two Scandinavian news organisations. Drawing on field theory, the study explores the powerful position of developers and data scientists within news organisations and their working relationships around algorithmic curation. These new entrants into the field bring new forms of cultural capital and a performance-oriented doxa that clashes with the journalistic doxa, causing delays in the integration of the technology. The article highlights the important role of steering groups and bridging employees in balancing technical, commercial, and editorial concerns but also illuminates the lack of sustained collaboration between journalists and data scientists. Such overlapping and non-siloed collaboration can help build common ground and inter-field understanding and ease technology integration. To this end, the article suggests that long-term business objectives bridge the tech-editorial gap by bringing these different stakeholders together around a common goal.
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来源期刊
Journalism Studies
Journalism Studies COMMUNICATION-
CiteScore
5.40
自引率
13.30%
发文量
90
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