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Bayesian Methods For Interaction And Design John H Williamson

Name: Bayesian Methods For Interaction And Design John H Williamson
SKU: BELL-44856628
Price: 31.00 USD
Availability: InStock
Rating: 4.1 (20 reviews)

SKU: BELL-44856628

$ 31.00 ~~$ 45.00~~ (-31%)

4.1

20 reviews

Bayesian Methods For Interaction And Design John H Williamson instant download after payment.

Publisher: Cambridge University Press

File Extension: PDF

File size: 65.62 MB

Pages: 400

Author: John H. Williamson, Antti Oulasvirta, Per Ola Kristensson, Nikola Banovic

ISBN: 9781108834995, 110883499X

Language: English

Year: 2022

Product desciption

Bayesian Methods For Interaction And Design John H Williamson by John H. Williamson, Antti Oulasvirta, Per Ola Kristensson, Nikola Banovic 9781108834995, 110883499X instant download after payment.

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.