Human-Centered Machine Learning

Name: Human-Centered Machine Learning
Brand: Cambridge University Press
Price: 126.75 AUD
Availability: PreOrder

By: Rebecca Fiebrink (Editor), Marco Gillies (Editor), Gonzalo Ramos (Editor)

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Hardcover | 3 September 2026

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Hardcover

Hardcover

RRP $139.95

$126.75

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Available: 3rd September 2026

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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 to the new technologies of AI and ML with a view to enabling computing technology to become user-friendly and human-centric. 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 ML and for ML 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.

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