The Probabilistic Mind
Prospects for Bayesian Cognitive Science
The rational analysis method, first proposed by John R. Anderson, has been enormously influential in helping us understand high-level cognitive processes. The Probabilistic Mind is a follow-up to the influential and highly cited 'Rational Models of Cognition' (OUP, 1998). It brings together developments in understanding how, and how far, high-level cognitive processes can be understood in rational terms, and particularly using probabilistic Bayesian methods. It synthesizes and evaluates the progress in the past decade, taking into account developments in Bayesian statistics, statistical analysis of the cognitive 'environment' and a variety of…
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Produktdetails
Weitere Autoren: Oaksford, Mike (Hrsg.)
- ISBN: 978-0-19-921609-3
- EAN: 9780199216093
- Produktnummer: 22679552
- Verlag: OUP Oxford
- Sprache: Englisch
- Erscheinungsjahr: 2008
- Seitenangabe: 534 S.
- Masse: H23.4 cm x B15.6 cm x D2.8 cm 802 g
- Abbildungen: Paperback
- Gewicht: 802
Über den Autor
Nick Chater is Professor of Cognitive and Decision Sciences at University College London. He has an M.A. in Psychology from Cambridge University, and a PhD in Cognitive Science from Edinburgh. He has held academic appointments at Edinburgh, Oxford, and Warwick Universities. His research focussed on attempting to find general principles that may be applicable across many cognitive domains, ranging from reasoning and decision making, to language acquisition andprocessing, to perception and categorization. Since the late 1980s, in collaboration with Mike Oaksford, he has been interested in the application of probabilistic and information-theoretic methods for understanding human reasoning.Mike Oaksford is Professor of Psychology and Head of School at Birkbeck College London. He was a research fellow at the Centre for Cognitive Science, University of Edinburgh, he was then lecturer at the University of Wales, Bangor, and senior lecturer at the University of Warwick, before moving to Cardiff University in 1996 as Professor of Experimental Psychology, a post he held until 2005. His research interests are in the area of human reasoning and decision making. In particular, with hiscolleague Nick Chater, he has been developing a Bayesian probabilistic approach to deductive reasoning tasks. According to this approach reasoning biases are the result of applying the wrong normative model and failing to take account of people's normal environment. He also studies the way theemotions affect and interact with reasoning and decision making processes.
6 weitere Werke von Nick (Hrsg.) Chater:
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