Bayesian Methods for Interaction and Design

Language: English

Published by Cambridge University Press, 2022

1108792707 / 9781108792707

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Druck auf Anfrage Neuware - Printed after ordering - Intended for researchers and practitioners in interaction design, this book shows how Bayesian models can be brought to bear on problems of interface design and user modelling. It introduces and motivates Bayesian modelling and illustrates how powerful these ideas can be in thinking about human-computer interaction, especially in representing and manipulating uncertainty. Bayesian methods are increasingly practical as computational tools to implement them become more widely available, and offer a principled foundation to reason about interaction design. The book opens with a self-contained tutorial on Bayesian concepts and their practical implementation, tailored for the background and needs of interaction designers. The contributed chapters cover the use of Bayesian probabilistic modelling in a diverse set of applications, including improving pointing-based interfaces; efficient text entry using modern language models; advanced interface design using cutting-edge techniques in Bayesian optimisation; and Bayesian approaches to modelling the cognitive processes of users.

Seller Inventory # 9781108792707

Title
Bayesian Methods for Interaction and Design
Author
John H. Williamson
Publisher
Cambridge University Press
Publication year
2022
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
1108792707
ISBN 13
9781108792707
Item weight
541 grams
Dimensions
229x152x20 mm

AHA-BUCH GmbH

Einbeck, Germany

5-star seller

AbeBooks seller since August 14, 2006

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Item30 to 40 business days7 to 14 business days
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