Ethical data science : prediction in the public interest /

Amidst a growing movement to use science for positive change, 'Ethical Data Science' offers a solution-oriented approach to the ethical challenges of data science. As one of the first books on public interest technology, it provides a starting point for anyone who wants human values to cou...

Full description

Bibliographic Details
Main Author:	Washington, Anne L. (Author)
Format:	eBook
Language:	English
Published:	New York, NY, United States of America : Oxford University Press, [2023]
Series:	Oxford technology law and policy.
Subjects:	Data mining > Moral and ethical aspects. Predictive analytics > Moral and ethical aspects. Machine learning > Moral and ethical aspects. Public interest. Exploration de données (Informatique) > Aspect moral. Intérêt public. Apprentissage automatique > Aspect moral. public interest. Communications. LAW. Ethics & Professional Responsibility. Science & Technology. Computer & Internet. Public interest Graphical & digital media applications. Computers and IT. Electronic books.
Online Access:	Connect to the full text of this electronic book

Table of Contents:

Prologue: Tracing ethics in the prediction supply chain
Source : data are people too
Model : dear validity, advice for wayward algorithms
Compare : no comparison without representation
Optimize : data science reasoning
Learn : for good
Show us your work or someone gets hurt
Conclusion: Prediction in the public interest.