Knowledge Concepts and Categories

David Shanks, Koen Lamberts, Koen Lamberts

Knowledge, Concepts and Categories brings together an overview of recent research on concepts and knowledge that abstracts across a variety of specific fields of cognitive psychology.

K. Lamberts, D. Shanks, Introduction. E. Heit, Knowledge and Concept Learning. U. Hahn, N. Chater, Concepts and Similarity. G.L. Murphy, M. E. Lassaline, Hierarchical Structure in Concepts and the Basic Level of Categorization. J. Hampton, Conceptual Combination. L.B. Smith, L.K. Samuelson, Perceiving and Remembering: Category Stability, Variability and Development. D.R. Shanks, Distributed Representations and Implicit Knowledge: A Brief Introduction. B. Knowlton, Declarative and Nondeclarative Knowledge: Insights From Cognitive Neuroscience. T. Goschke, Implicit Learning and Unconscious Knowledge: Mental Representation, Computational Mechanisms, and Brain Structures. B.W.A. Whittlesea, The Representation of General and Particular Knowledge. K. Lamberts, Process Models of Categorization. J.R. Busemeyer, E. Byun, E.L. Delosh, M.A. McDaniel, Learning Functional Relations Based on Experience With Input-Output Pairs by Humans and Artificial Neural Networks. G. Storms, P. De Boeck, Formal Methods for Intra-categorical Structure That Can be Used for Data Analysis.