Human-Centered Machine Learning, Gebunden
Human-Centered Machine Learning
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- Herausgeber:
- Gonzalo Ramos, Marco Gillies, Rebecca Fiebrink
- Verlag:
- Cambridge University Press, 07/2026
- Einband:
- Gebunden
- Sprache:
- Englisch
- ISBN-13:
- 9781108836753
- Artikelnummer:
- 12648174
- Umfang:
- 357 Seiten
- Erscheinungstermin:
- 31.7.2026
- Hinweis
-
Achtung: Artikel ist nicht in deutscher Sprache!
Klappentext
This collection of articles and interviews surveys human-centered approaches to machine learning that can make AI more human-friendly, usable, and ethical. It provides a handbook for students, researchers, and practitioners who want new ways of approaching AI that place humanity at their center. It shows how to apply methods from human-computer interaction that have enabled computing technology to become user-friendly and human-centric to the new technologies of AI and machine learning. The book has 13 articles and 9 interviews from a range of different perspectives, helping readers understand existing machine learning systems and their impacts on people and society. It is an ideal introduction both for human-computer interaction practitioners who are interested in working with machine learning and for machine learning experts interested in making their practice more human-centered. The book offers a critical lens on existing machine learning alongside an optimistic vision of AI in the service of humanity.