Modeling Human Decision-Making: An Overview of the Brussels Quantum Approach
Keywords: Cognition; Concept theory; Decision theory; Human reasoning; Quantum structures
Abstract
We present the fundamentals of the quantum theoretical approach we have developed in the last decade to model cognitive phenomena that resisted modeling by means of classical logical and probabilistic structures, like Boolean, Kolmogorovian and, more generally, set theoretical structures. We firstly sketch the operational-realistic foundations of conceptual entities, i.e. concepts, conceptual combinations, propositions, decision-making entities, etc. Then, we briefly illustrate the application of the quantum formalism in Hilbert space to represent combinations of natural concepts, discussing its success in modeling a wide range of empirical data on concepts and their conjunction, disjunction and negation. Next, we naturally extend the quantum theoretical approach to model some long-standing âfallacies of human reasoningâ, namely, the âconjunction fallacyâ and the âdisjunction effectâ. Finally, we put forward an explanatory hypothesis according to which human reasoning is a defined superposition of âemergent reasoningâ and âlogical reasoningâ, where the former generally prevails over the latter. The quantum theoretical approach explains human fallacies as the consequence of genuine quantum structures in human reasoning, i.e. âcontextualityâ, âemergenceâ, âentanglementâ, âinterferenceâ and âsuperpositionâ. As such, it is alternative to the KahnemanâTversky research programme, which instead aims to explain human fallacies in terms of âindividual heuristics and biasesâ.
Más información
| Título según SCOPUS: | Modeling Human Decision-Making: An Overview of the Brussels Quantum Approach |
| Título de la Revista: | Foundations of Science |
| Volumen: | 26 |
| Número: | 1 |
| Editorial: | Springer |
| Fecha de publicación: | 2021 |
| Página final: | 54 |
| Idioma: | English |
| DOI: |
10.1007/s10699-018-9559-x |
| Notas: | SCOPUS |