Human-Centered Data Science
An Introduction
$96.22
- Paperback
200 pages
- Release Date
15 March 2022
Summary
Human-centered data science is a new interdisciplinary field that draws from human-computer interaction, social science, statistics, and computational techniques. This book, written by founders of the field, introduces best practices for addressing the bias and inequality that may result from the automated collection, analysis, and distribution of very large datasets. It offers a brief and accessible overview of many common statistical and algorithmic data science techniques, explains human-c…
Book Details
| ISBN-13: | 9780262543217 |
|---|---|
| ISBN-10: | 0262543214 |
| Author: | Cecilia Aragon, Shion Guha |
| Publisher: | MIT Press Ltd |
| Imprint: | MIT Press |
| Format: | Paperback |
| Number of Pages: | 200 |
| Release Date: | 15 March 2022 |
| Weight: | 369g |
| Dimensions: | 254mm x 178mm |
You Can Find This Book In
About The Author
Cecilia Aragon
Cecilia Aragon is Professor in the Department of Human Centered Design and Engineering at the University of Washington. Shion Guha is Assistant Professor in the Faculty of Information at the University of Toronto. Marina Kogan is Assistant Professor in the School of Computing at the University of Utah. Michael Muller is a Research staff member at IBM Research. Gina Neff is Director of the Minderoo Centre for Technology and Democracy at the University of Cambridge and Professor of Technology and Society at the Oxford Internet Institute and the Department of Sociology at the University of Oxford.
Returns
This item is eligible for free returns within 30 days of delivery. See our returns policy for further details.