000			01651nam a2200217Ia 4500
003			NULRC
005			20250520103023.0
008			250520s9999 xx 000 0 und d
020			_a9781108792707
040			_cNULRC
050			_aTA 167 .B39 2022
245		0	_aBayesian methods for interaction and design / _cedited by John H. Williamson [and three others]
260			_aCambridge, United Kingdom : _bCambridge University Press, _cc2022
300			_axii, 360 pages : _billustrations ; _c24 cm.
365			_bUSD37
505			_aBayseian 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.
520			_aIntended 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.
650			_aHUMAN ENGINEERING -- MATHEMATICS
700			_aWilliamson, John H. ;Oulasvirta, Antti ;Kristensson, Per Ola ;Banovic, Nikola _eeditor;editor;editor;editor
942			_2lcc _cBK
999			_c21533 _d21533