探索用户对新闻推荐系统透明度和控制权的渴望:五国研究

IF 2.7 2区 文学 Q1 COMMUNICATION Journalism Pub Date : 2023-12-18 DOI:10.1177/14648849231222099
Eliza Mitova, Sina Blassnig, Edina Strikovic, Aleksandra Urman, Claes de Vreese, Frank Esser
{"title":"探索用户对新闻推荐系统透明度和控制权的渴望:五国研究","authors":"Eliza Mitova, Sina Blassnig, Edina Strikovic, Aleksandra Urman, Claes de Vreese, Frank Esser","doi":"10.1177/14648849231222099","DOIUrl":null,"url":null,"abstract":"As news organizations increasingly adopt AI-driven technologies like news recommender systems (NRS), notions of responsible artificial intelligence (AI) design have attracted significant scholarly and public attention. Particularly, transparency and user control are crucial for the fulfilment of democratic freedoms and human rights. However, users’ desire for such features in NRS has not yet been sufficiently examined. Therefore, this study set out to comparatively examine how individual-level characteristics contribute to the desirability of transparency and user control in NRS across five nations (Netherlands, Poland, Switzerland, United Kingdom, United States; N = 5079). We show that the desire for features of responsible NRS is shaped by individual-level characteristics like NRS-related concerns and algorithmic awareness but does not always manifest equally across different national settings. By considering the audience’s view on features of responsible NRS, our study can be a stepping stone towards responsible journalistic AI.","PeriodicalId":51432,"journal":{"name":"Journalism","volume":" 10","pages":""},"PeriodicalIF":2.7000,"publicationDate":"2023-12-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Exploring users’ desire for transparency and control in news recommender systems: A five-nation study\",\"authors\":\"Eliza Mitova, Sina Blassnig, Edina Strikovic, Aleksandra Urman, Claes de Vreese, Frank Esser\",\"doi\":\"10.1177/14648849231222099\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"As news organizations increasingly adopt AI-driven technologies like news recommender systems (NRS), notions of responsible artificial intelligence (AI) design have attracted significant scholarly and public attention. Particularly, transparency and user control are crucial for the fulfilment of democratic freedoms and human rights. However, users’ desire for such features in NRS has not yet been sufficiently examined. Therefore, this study set out to comparatively examine how individual-level characteristics contribute to the desirability of transparency and user control in NRS across five nations (Netherlands, Poland, Switzerland, United Kingdom, United States; N = 5079). We show that the desire for features of responsible NRS is shaped by individual-level characteristics like NRS-related concerns and algorithmic awareness but does not always manifest equally across different national settings. By considering the audience’s view on features of responsible NRS, our study can be a stepping stone towards responsible journalistic AI.\",\"PeriodicalId\":51432,\"journal\":{\"name\":\"Journalism\",\"volume\":\" 10\",\"pages\":\"\"},\"PeriodicalIF\":2.7000,\"publicationDate\":\"2023-12-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Journalism\",\"FirstCategoryId\":\"98\",\"ListUrlMain\":\"https://doi.org/10.1177/14648849231222099\",\"RegionNum\":2,\"RegionCategory\":\"文学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"COMMUNICATION\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Journalism","FirstCategoryId":"98","ListUrlMain":"https://doi.org/10.1177/14648849231222099","RegionNum":2,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"COMMUNICATION","Score":null,"Total":0}
引用次数: 0

摘要

随着新闻机构越来越多地采用人工智能驱动的技术,如新闻推荐系统(NRS),负责任的人工智能(AI)设计理念引起了学术界和公众的极大关注。特别是,透明度和用户控制对于实现民主自由和人权至关重要。然而,用户对 NRS 中此类功能的渴望尚未得到充分研究。因此,本研究旨在比较研究五个国家(荷兰、波兰、瑞士、英国、美国;N = 5079)个人层面的特征是如何促进国家登记系统中透明度和用户控制的可取性的。我们的研究表明,对负责任的 NRS 功能的渴望受个人层面特征的影响,如与 NRS 相关的担忧和算法意识,但在不同的国家环境中并不总是表现相同。通过考虑受众对负责任 NRS 特征的看法,我们的研究可以成为实现负责任新闻人工智能的垫脚石。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Exploring users’ desire for transparency and control in news recommender systems: A five-nation study
As news organizations increasingly adopt AI-driven technologies like news recommender systems (NRS), notions of responsible artificial intelligence (AI) design have attracted significant scholarly and public attention. Particularly, transparency and user control are crucial for the fulfilment of democratic freedoms and human rights. However, users’ desire for such features in NRS has not yet been sufficiently examined. Therefore, this study set out to comparatively examine how individual-level characteristics contribute to the desirability of transparency and user control in NRS across five nations (Netherlands, Poland, Switzerland, United Kingdom, United States; N = 5079). We show that the desire for features of responsible NRS is shaped by individual-level characteristics like NRS-related concerns and algorithmic awareness but does not always manifest equally across different national settings. By considering the audience’s view on features of responsible NRS, our study can be a stepping stone towards responsible journalistic AI.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Journalism
Journalism COMMUNICATION-
CiteScore
7.90
自引率
10.30%
发文量
123
期刊介绍: Journalism is a major international, peer-reviewed journal that provides a dedicated forum for articles from the growing community of academic researchers and critical practitioners with an interest in journalism. The journal is interdisciplinary and publishes both theoretical and empirical work and contributes to the social, economic, political, cultural and practical understanding of journalism. It includes contributions on current developments and historical changes within journalism.
期刊最新文献
Knowledge can wait? The epistemic conversion of new beat reporters Behind the black box: The moderating role of the machine heuristic on the effect of transparency information about automated journalism on hostile media bias perception Citizen journalism revisited: A case study of Kenya’s kibera news network (De)politicization of the environmental agenda in Russian media Why media platforms police the boundaries of impartiality: A comparative analysis of television news and fact-checking in the UK
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1