TY - BOOK AU - Williamson, John H. ;Oulasvirta, Antti ;Kristensson, Per Ola ;Banovic, Nikola TI - Bayesian methods for interaction and design SN - 9781108792707 AV - TA 167 .B39 2022 PY - 2022/// CY - Cambridge, United Kingdom PB - Cambridge University Press KW - HUMAN ENGINEERING -- MATHEMATICS N1 - Bayseian statistics / A. Dix -- Bayseian information gain to design interaction / W. Liu, O. Rioul, M Beaudouin-Lafon -- Bayseian command selection / S. Zhu, X. Fan, F. Tian, X. Bi N2 - 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 ER -