A path to understanding the effects of algorithm awareness

A path to understanding the effects of algorithm awareness
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理解算法意识影响的途径

DOI:
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发表时间:
2014
期刊:
CHI Extended Abstracts
影响因子:
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通讯作者:
Motahhare Eslami
Motahhare Eslami
中科院分区:
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文献类型:
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作者:
Kevin Hamilton;Karrie Karahalios;Christian Sandvig;Motahhare Eslami

文献摘要

被引文献

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在线新闻和社交媒体网站上算法策划的供稿的普遍性提高为设计师,评论家和媒体学者提供了一个新问题:用户对算法和过滤器在新闻来源中的作用有多了解吗?本文将这个问题置于互动的设计历史中,重点是研究和设计算法的算法“策划”的当代挑战。当用户和研究人员都无法使用工作中的实际专有算法时,这种问题提出了特定的挑战。
The rise in prevalence of algorithmically curated feeds in online news and social media sites raises a new question for designers, critics, and scholars of media: how aware are users of the role of algorithms and filters in their news sources? This paper situates this problem within the history of design for interaction, with an emphasis on the contemporary challenges of studying, and designing for, the algorithmic "curation" of feeds. Such a problem presents particular challenges when, as is common, neither the user nor the researcher has access to the actual proprietary algorithms at work.