Recommended for you: The Netflix Prize and the production of algorithmic culture

被引:255
作者
Hallinan, Blake [1 ]
Striphas, Ted [1 ]
机构
[1] Indiana Univ, Dept Commun & Culture, Bloomington, IN 47405 USA
关键词
Algorithm; algorithmic culture; culture; data; movies; Netflix; ratings; Raymond Williams; recommendation; taste;
D O I
10.1177/1461444814538646
中图分类号
G2 [信息与知识传播];
学科分类号
05 ; 0503 ;
摘要
How does algorithmic information processing affect the meaning of the word culture, and, by extension, cultural practice? We address this question by focusing on the Netflix Prize (2006-2009), a contest offering US$1m to the first individual or team to boost the accuracy of the company's existing movie recommendation system by 10%. Although billed as a technical challenge intended for engineers, we argue that the Netflix Prize was equally an effort to reinterpret the meaning of culture in ways that overlapped with, but also diverged in important respects from, the three dominant senses of the term assayed by Raymond Williams. Thus, this essay explores the conceptual and semantic work required to render algorithmic information processing systems legible as forms of cultural decision making. It also then represents an effort to add depth and dimension to the concept of algorithmic culture.
引用
收藏
页码:117 / 137
页数:21
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