Conceptual spaces as a framework for knowledge representation

Mind and Matter 2 (2):9-27 (2004)

Peter Gärdenfors
Lund University
The dominating models of information processes have been based on symbolic representations of information and knowledge. During the last decades, a variety of non-symbolic models have been proposed as superior. The prime examples of models within the non-symbolic approach are neural networks. However, to a large extent they lack a higher-level theory of representation. In this paper, conceptual spaces are suggested as an appropriate framework for non- symbolic models. Conceptual spaces consist of a number of 'quality dimensions' that often are derived from perceptual mechanisms. It will be outlined how conceptual spaces can represent various kind of information and how they can be used to describe concept learning. The connections to prototype theory will also be presented.
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Natural Evolution and Human Consciousness.Jan Holmgren - 2014 - Mens Sana Monographs 12 (1):127-138.
Emulators as Sources of Hidden Cognitive Variables.Peter Gärdenfors - 2004 - Behavioral and Brain Sciences 27 (3):403-403.
Geometric Representations for Minimalist Grammars.Peter Beim Graben & Sabrina Gerth - 2012 - Journal of Logic, Language and Information 21 (4):393-432.

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