Domesticating algorithms through data reflectivity and user reflexivity

The metaphor of Yanghao on Xiaohongshu (RED)

Bibliographic Data

ID21689945
AuthorsYing Huang (0000-0003-3569-7576, Beijing Institute of Graphic Communication), Weishan Miao (0000-0002-8071-8666, Renmin University of China, corresponding author)
Year2024
Volume30
Issue6
Pages1959-1973
Publication date2024-12-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueConvergence The International Journal of Research into New Media Technologies (JOURNAL)
Journal identifiersISSN: 1354-8565 • E-ISSN: 1748-7382
PublisherSAGE Publications (PUBLISHER • US)
DOI10.1177/13548565241301146
OpenAlexW4404492934
LanguageEN
Citations received5
References cited32

Using the concepts of data reflectivity and user reflexivity, this paper explores the intricate interplay between human users and algorithms through the lens of domestication. Through the metaphor of yanghao on the Chinese digital platform Xiaohongshu (RED), this paper posits that three failure types relating to data reflectivity result in dissatisfaction with RED’s algorithmic outputs and a perceived loss of control over algorithmic identity. In response, users reflexively feed six specific types of data into the algorithm to shape its understanding of themselves. Ultimately, by strategically curating data and interacting with an algorithm, yanghao demonstrates a successful domestication process, highlighting how data reflectivity and user reflexivity empower users to gain agency within the human–algorithm power dynamic

Algorithm · Linguistics · Metaphor · Optics · Physics · Reflectivity · Reflexivity · Sociology · Anthropology · Computer Science · Foucault, Power, and Ethics · Homelessness and Social Issues · Philosophy · Social Work Education and Practice

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