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A theory of concepts and their combinations I: The structure of the sets of contexts and properties

Authors :
Aerts, Diederik
Gabora, Liane
Riegler, Alexander
Source :
Aerts, Diederik and Gabora, Liane (2005) A theory of concepts and their combinations I: The structure of the sets of contexts and properties. [Journal (Paginated)]
Publication Year :
2005
Publisher :
Published

Abstract

We propose a theory for modeling concepts that uses the state-context-property theory (SCOP), a generalization of the quantum formalism, whose basic notions are states, contexts and properties. This theory enables us to incorporate context into the mathematical structure used to describe a concept, and thereby model how context influences the typicality of a single exemplar and the applicability of a single property of a concept. We introduce the notion `state of a concept' to account for this contextual influence, and show that the structure of the set of contexts and of the set of properties of a concept is a complete orthocomplemented lattice. The structural study in this article is a preparation for a numerical mathematical theory of concepts in the Hilbert space of quantum mechanics that allows the description of the combination of concepts.

Details

Database :
CogPrints
Journal :
Aerts, Diederik and Gabora, Liane (2005) A theory of concepts and their combinations I: The structure of the sets of contexts and properties. [Journal (Paginated)]
Publication Type :
Academic Journal
Accession number :
edscog.4770
Document Type :
Journal Article