ABSTRACT

Algorithms have risen to become one, if not the central technology for producing, circulating, and evaluating knowledge in multiple societal arenas. In this book, scholars from the social sciences, humanities, and computer science argue that this shift has, and will continue to have, profound implications for how knowledge is produced and what and whose knowledge is valued and deemed valid. To attend to this fundamental change, the authors propose the concept of algorithmic regimes and demonstrate how they transform the epistemological, methodological, and political foundations of knowledge production, sensemaking, and decision-making in contemporary societies. Across sixteen chapters, the volume offers a diverse collection of contributions along three perspectives on algorithmic regimes: the methods necessary to research and design algorithmic regimes, the ways in which algorithmic regimes reconfigure sociotechnical interactions, and the politics engrained in algorithmic regimes.

chapter 1|28 pages

Knowing in Algorithmic Regimes

Title
An Introduction
Size: 0.47 MB

part I|104 pages

Methods

Title
Size: 0.23 MB

chapter 3|22 pages

Understanding and Analysing Science's Algorithmic Regimes

Title
A Primer in Computational Science Code Studies
Size: 0.73 MB

chapter 4|24 pages

Sensitizing for Algorithms

Title
Foregrounding Experience in the Interpretive Study of Algorithmic Regimes
Size: 0.27 MB

chapter 5|24 pages

Reassembling the Black Box of Machine Learning

Title
Of Monsters and the Reversibility of Foldings
Size: 0.52 MB

chapter 6|12 pages

Commentary

Title
Methods in Algorithmic Regimes
Size: 0.26 MB

part II|100 pages

Interactions

Title

chapter 7|22 pages

Buildings in the Algorithmic Regime

Title
Infrastructuring Processes in Computational Design
Size: 0.72 MB

chapter 8|24 pages

The Organization in the Loop

Title
Exploring Organizations as Complex Elements of Algorithmic Assemblages
Size: 0.27 MB

chapter 9|20 pages

Algorithm-Driven Reconfigurations of Trust Regimes

Title
An Analysis of the Potentiality of Fake News
Size: 0.32 MB

chapter 10|22 pages

Recommender Systems beyond the Filter Bubble

Title
Algorithmic Media and the Fabrication of Publics
Size: 0.30 MB

chapter 11|10 pages

Commentary: Taking to Machines

Title
Knowledge Production and Social Relations in the Age of Governance by Data Infrastructure
Size: 0.19 MB

part III|102 pages

Politics

Title

chapter 12|24 pages

The Politics of Data Science

Title
Institutionalizing Algorithmic Regimes of Knowledge Production
Size: 0.35 MB

chapter 13|22 pages

Algorithmic Futures

Title
Governmentality and Prediction Regimes
Size: 0.34 MB
Size: 0.25 MB

chapter 15|22 pages

Making Algorithms Fair

Title
Ethnographic Insights from Machine Learning Interventions
Size: 0.25 MB

chapter 16|10 pages

Commentary

Title
The Entanglements, Experiments, and Uncertainties of Algorithmic Regimes
Size: 0.16 MB