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A Unified Theory of Human Judgements and Decision-Making under Uncertainty
Growing empirical evidence reveals that traditional set-theoretic structures cannot in general be applied to cognitive phenomena. This has raised several problems, as illustrated, for example, by probability judgement errors and decision-making (DM) errors. We propose here a unified theoretical pers...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7517281/ https://www.ncbi.nlm.nih.gov/pubmed/33286509 http://dx.doi.org/10.3390/e22070738 |
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author | Pisano, Raffaele Sozzo, Sandro |
author_facet | Pisano, Raffaele Sozzo, Sandro |
author_sort | Pisano, Raffaele |
collection | PubMed |
description | Growing empirical evidence reveals that traditional set-theoretic structures cannot in general be applied to cognitive phenomena. This has raised several problems, as illustrated, for example, by probability judgement errors and decision-making (DM) errors. We propose here a unified theoretical perspective which applies the mathematical formalism of quantum theory in Hilbert space to cognitive domains. In this perspective, judgements and decisions are described as intrinsically non-deterministic processes which involve a contextual interaction between a conceptual entity and the cognitive context surrounding it. When a given phenomenon is considered, the quantum-theoretic framework identifies entities, states, contexts, properties and outcome statistics, and applies the mathematical formalism of quantum theory to model the considered phenomenon. We explain how the quantum-theoretic framework works in a variety of judgement and decision situations where systematic and significant deviations from classicality occur. |
format | Online Article Text |
id | pubmed-7517281 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-75172812020-11-09 A Unified Theory of Human Judgements and Decision-Making under Uncertainty Pisano, Raffaele Sozzo, Sandro Entropy (Basel) Article Growing empirical evidence reveals that traditional set-theoretic structures cannot in general be applied to cognitive phenomena. This has raised several problems, as illustrated, for example, by probability judgement errors and decision-making (DM) errors. We propose here a unified theoretical perspective which applies the mathematical formalism of quantum theory in Hilbert space to cognitive domains. In this perspective, judgements and decisions are described as intrinsically non-deterministic processes which involve a contextual interaction between a conceptual entity and the cognitive context surrounding it. When a given phenomenon is considered, the quantum-theoretic framework identifies entities, states, contexts, properties and outcome statistics, and applies the mathematical formalism of quantum theory to model the considered phenomenon. We explain how the quantum-theoretic framework works in a variety of judgement and decision situations where systematic and significant deviations from classicality occur. MDPI 2020-07-03 /pmc/articles/PMC7517281/ /pubmed/33286509 http://dx.doi.org/10.3390/e22070738 Text en © 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Pisano, Raffaele Sozzo, Sandro A Unified Theory of Human Judgements and Decision-Making under Uncertainty |
title | A Unified Theory of Human Judgements and Decision-Making under Uncertainty |
title_full | A Unified Theory of Human Judgements and Decision-Making under Uncertainty |
title_fullStr | A Unified Theory of Human Judgements and Decision-Making under Uncertainty |
title_full_unstemmed | A Unified Theory of Human Judgements and Decision-Making under Uncertainty |
title_short | A Unified Theory of Human Judgements and Decision-Making under Uncertainty |
title_sort | unified theory of human judgements and decision-making under uncertainty |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7517281/ https://www.ncbi.nlm.nih.gov/pubmed/33286509 http://dx.doi.org/10.3390/e22070738 |
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