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Bayesian Methods for Interaction and Design -

englanti
2022-08-25
184,95 € 246,60 €

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Toimitus 10-16 arkipäivässä

30 päivän palautusoikeus

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 p ... Täydellinen kuvaus

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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.

Lisätietoja

Julkaisija Cambridge University Press
Julkaisuvuosi 2022
Kannen tyyppi Kovakantinen
EAN 9781108834995
Kirjoita oma arvostelusi
Arvostelet: Bayesian Methods for Interaction and Design
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184,95 € 246,60 €