Description: Bayesian Methods for Interaction and Design, Hardcover by Williamson, John H. (EDT); Oulasvirta, Antti (EDT); Kristensson, Per Ola (EDT); Banovic, Nikola (EDT), ISBN 110883499X, ISBN-13 9781108834995, Brand New, Free shipping in the US "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. Th 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 of Bayesian modelling, 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. "--
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Book Title: Bayesian Methods for Interaction and Design
Number of Pages: 400 Pages
Publication Name: Bayesian Methods for Interaction and Design
Language: English
Publisher: Cambridge University Press
Item Height: 1 in
Publication Year: 2022
Subject: Engineering (General), Social Aspects / General
Features: New Edition
Type: Textbook
Author: Antti Oulasvirta
Subject Area: Computers, Technology & Engineering
Item Length: 9.3 in
Item Width: 6.2 in
Format: Hardcover
