Safeguarding the Journalistic DNA: Attitudes towards the Role of Professional Values in Algorithmic News Recommender Designs

被引:32
|
作者
Bastian, Mariella [1 ]
Helberger, Natali [1 ]
Makhortykh, Mykola [2 ]
机构
[1] Univ Amsterdam, Inst Informat Law, Amsterdam, Netherlands
[2] Univ Bern, Inst Commun & Media Studies, Bern, Switzerland
基金
欧洲研究理事会;
关键词
news distribution; algorithms; artificial intelligence; journalistic values; media ethics; recommender systems; journalistic quality; value-sensitive design; CITIZEN JOURNALISM; DIVERSITY; MACHINES; PERSONALIZATION; INFORMATION; DIMENSIONS; FEEDBACK; FOREIGN; PRIVACY; SYSTEMS;
D O I
10.1080/21670811.2021.1912622
中图分类号
G2 [信息与知识传播];
学科分类号
05 ; 0503 ;
摘要
In contrast to the extensive debate on the influence of algorithmic news recommenders (ANRs) on individual news diets, the interaction between such systems and journalistic norms and missions remain under-studied. The change in the relationship between journalists and the audience caused by the transition to personalized news delivery has profound consequences for the understanding of what journalism should be. To investigate how media practitioners perceive the impact of ANRs on their professional norms and media organizations' missions, and how these norms and missions can be integrated into ANR design, this article looks at two quality newspapers from the Netherlands and Switzerland. Using an interview-based approach conducted with practitioners in different departments (e.g. journalists, data scientists, and product managers), it explores how ANRs interact with organization-centred and audience-centred journalistic values. The paper's findings indicate a varying degree of prominence for specific values between individual practitioners in the context of their perception of ANRs. At the same time, the paper also reveals that some organization-centred (e.g. transparency) and most audience-centred (e.g. usability) values are viewed as prerequisites for successful ANR design by practitioners with different professional backgrounds.
引用
收藏
页码:835 / 863
页数:29
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