All Data Are Local: Thinking Critically in a Data-Driven Society - Couverture souple

Loukissas, Yanni Alexander

 
9780262545174: All Data Are Local: Thinking Critically in a Data-Driven Society
Couverture souple
ISBN 10 : 0262545179 ISBN 13 : 9780262545174
Editeur : The MIT Press, 2022

Synopsis

How to analyze data settings rather than data sets, acknowledging the meaning-making power of the local.

In our data-driven society, it is too easy to assume the transparency of data. Instead, Yanni Loukissas argues in All Data Are Local, we should approach data sets with an awareness that data are created by humans and their dutiful machines, at a time, in a place, with the instruments at hand, for audiences that are conditioned to receive them. The term data set implies something discrete, complete, and portable, but it is none of those things. Examining a series of data sources important for understanding the state of public life in the United States—Harvard's Arnold Arboretum, the Digital Public Library of America, UCLA's Television News Archive, and the real estate marketplace Zillow—Loukissas shows us how to analyze data settings rather than data sets.
Loukissas sets out six principles: all data are local; data have complex attachments to place; data are collected from heterogeneous sources; data and algorithms are inextricably entangled; interfaces recontextualize data; and data are indexes to local knowledge. He then provides a set of practical guidelines to follow. To make his argument, Loukissas employs a combination of qualitative research on data cultures and exploratory data visualizations. Rebutting the “myth of digital universalism,” Loukissas reminds us of the meaning-making power of the local.

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À propos de l?auteur

Yanni Alexander Loukissas is Assistant Professor of Digital Media in the School of Literature, Media, and Communication at Georgia Institute of Technology. He is the author of Co-Designers: Cultures of Computer Simulation in Architecture.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
The MIT Press
Date d'édition
2022
Langue
anglais
ISBN 10 
0262545179
ISBN 13 
9780262545174
Reliure
Broché
Nombre de pages
272
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9780262039666: All Data Are Local: Thinking Critically in a Data-Driven Society

Edition présentée

ISBN 10 :  0262039664 ISBN 13 :  9780262039666
Editeur : The MIT Press, 2019
Couverture rigide