新闻推荐系统:纲领性研究综述

Q1 Social Sciences

Annals of the International Communication Association Pub Date : 2022-11-11 DOI:10.1080/23808985.2022.2142149

Eliza Mitova, Sina Blassnig, Edina Strikovic, A. Urman, Anikó Hannák, Claes H. de Vreese, F. Esser

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引用次数: 7

摘要

新闻推荐系统(NRS)正在成为数字媒体领域中无处不在的一部分。特别是在政治新闻领域，采用NRS可以显著影响新闻分发，进而影响新闻工作实践和新闻消费。因此，NRS触及了政治新闻的供给和需求。近年来，对NRS的研究有了很大的增长。然而，该领域仍然分散在供需研究的角度上。因此，这一纲领性研究综述的贡献是三重的。首先，我们进行了一项范围研究，以回顾新闻供给和用户需求方面的学术工作。其次，我们确定未开发的地区。最后，从政治传播的角度对未来的研究提出了五点建议。

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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News recommender systems: a programmatic research review

ABSTRACT News recommender systems (NRS) are becoming a ubiquitous part of the digital media landscape. Particularly in the realm of political news, the adoption of NRS can significantly impact journalistic distribution, in turn affecting journalistic work practices and news consumption. Thus, NRS touch both the supply and demand of political news. In recent years, there has been a strong increase in research on NRS. Yet, the field remains dispersed across supply and demand research perspectives. Therefore, the contribution of this programmatic research review is threefold. First, we conduct a scoping study to review scholarly work on the journalistic supply and user demand sides. Second, we identify underexplored areas. Finally, we advance five recommendations for future research from a political communication perspective.

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来源期刊

Annals of the International Communication Association Social Sciences-Communication

CiteScore

10.90

自引率

0.00%

发文量