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Open AccessJournal ArticleDOI

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

Diederik Aerts, +1 more
- 01 Jan 2005 - 
- Vol. 34, Iss: 1, pp 167-191
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TLDR
The paper proves that theset of context and the set of properties of a concept is a complete orthocomplemented lattice, and shows that the context lattice as well as the property lattice are non‐classical, i.e. quantum‐like, lattices.
Abstract
Purpose – To elaborate a theory for modeling concepts that incorporates how a context influences the typicality of a single exemplar and the applicability of a single property of a concept. To investigate the structure of the sets of contexts and properties.Design/methodology/approach – The effect of context on the typicality of an exemplar and the applicability of a property is accounted for by introducing the notion of “state of a concept”, and making use of the state‐context‐property formalism (SCOP), a generalization of the quantum formalism, whose basic notions are states, contexts and properties.Findings – The paper proves that the set of context and the set of properties of a concept is a complete orthocomplemented lattice, i.e. a set with a partial order relation, such that for each subset there exists a greatest lower bound and a least upper bound, and such that for each element there exists an orthocomplement. This structure describes the “and”, “or”, and “not”, respectively for contexts and pro...

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Citations
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Journal ArticleDOI

A quantum probability explanation for violations of ‘rational’ decision theory

TL;DR: It is argued that quantum probability provides a better framework for modelling human decision-making and is compared with an equivalent Markov model and it is shown that the latter is unable to account for violations of the sure thing principle.
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Can quantum probability provide a new direction for cognitive modeling

TL;DR: The thesis is that quantum probability theory provides a more accurate and powerful account of certain cognitive processes than classical probability theory, and this work discusses ways in which QP and CP theories converge.
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Quantum Structure in Cognition

TL;DR: In this article, the authors examined the use of the mathematical formalism of quantum mechanics as a modeling instrument and proposed a general mathematical modeling scheme for the combinations of concepts, pointing out that quantum mechanics are at the origin of specific effects in cognition related to concept combinations, such as the guppy effect and the overextension and underextension of membership weights of items.
Journal ArticleDOI

Quantum Structure in Cognition

TL;DR: The use of the mathematical formalism of quantum mechanics as a modeling instrument is examined and a general mathematical modeling scheme for the combinations of concepts is proposed and the presence of a two-layer structure consisting of a classical logical layer and a quantum conceptual layer is investigated.
Journal ArticleDOI

A theory of concepts and their combinations II: A Hilbert space representation

TL;DR: Using the tensor product, a procedure for describing combined concepts is elaborated, providing a natural solution to the pet fish problem.
References
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Book

Fuzzy sets

TL;DR: A separation theorem for convex fuzzy sets is proved without requiring that the fuzzy sets be disjoint.
Journal ArticleDOI

Family Resemblances: Studies in the Internal Structure of Categories

TL;DR: In this paper, the authors explored the hypothesis that the members of categories which are considered most prototypical are those with most attributes in common with other members of the category and least attributes with other categories and found that family resemblance offers an alternative to criterial features in defining categories.

Principles of categorization

TL;DR: On those remote pages it is written that animals are divided into those that belong to the Emperor, and those that are trained, suckling pigs and stray dogs.
Book

Cognition and Categorization

TL;DR: This article found that the event name itself combined most readily with superordinate noun categories; thus, one gets dressed with clothes and needs various kitchen utensils to make breakfast, and when such activities were analyzed into their script elements, the basic level appeared as the level of abstraction of objects necessary to script the events.
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