Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Pisano, Raffaele, Sozzo, Sandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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
_version_ 1783587194031570944
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
work_keys_str_mv AT pisanoraffaele aunifiedtheoryofhumanjudgementsanddecisionmakingunderuncertainty
AT sozzosandro aunifiedtheoryofhumanjudgementsanddecisionmakingunderuncertainty
AT pisanoraffaele unifiedtheoryofhumanjudgementsanddecisionmakingunderuncertainty
AT sozzosandro unifiedtheoryofhumanjudgementsanddecisionmakingunderuncertainty