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QDM

Quantum Decision Making

Total Cost €

EC-Contrib. €

Partnership

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Outcomes and
results

QDM project word cloud

Explore the words cloud of the QDM project. It provides you a very rough idea of what is the project "QDM" about.

deep technically science adequacy rigorous experts beliefs supervisor accumulates bayesian cpt dynamics accurate inter empirical track perfect guiding persistent probability surprising guide yes seeking figures theory artificial updating revolutionarizing area disciplinary researcher economics innovative decision cognitive centres outstanding transition flourish framework dominant principles dominance insights career empirically record human analogous carefully models mature prediction environment internationally accumulating questions converge inspired formalizing discrepancies descriptive belief pioneers psychology er intelligence satisfactory techniques city prescription bu physics suitable sophisticated computer formal quantum qpt alternative expertise tests unaddressed spanning foundations

Project "QDM" data sheet

The following table provides information about the project.

Coordinator	CITY UNIVERSITY OF LONDON Organization address address: NORTHAMPTON SQUARE city: LONDON postcode: EC1V 0HB website: www.city.ac.uk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.
Coordinator Country	United Kingdom [UK]
Project website	http://www.staff.city.ac.uk/
Total cost	195˙454 €
EC max contribution	195˙454 € (100%)
Programme	1. H2020-EU.1.3.2. (Nurturing excellence by means of cross-border and cross-sector mobility)
Code Call	H2020-MSCA-IF-2015
Funding Scheme	MSCA-IF-EF-ST
Starting year	2016
Duration (year-month-day)	from 2016-10-01 to 2018-10-31

Partnership

Take a look of project's partnership.

#	participants	country	role	EC contrib. [€]
1	CITY UNIVERSITY OF LONDON CITY UNIVERSITY OF LONDON Organization address address: NORTHAMPTON SQUARE city: LONDON postcode: EC1V 0HB website: www.city.ac.uk contact info title: n.a. name: n.a. surname: n.a. function: n.a. email: n.a. telephone: n.a. fax: n.a.	UK (LONDON)	coordinator	195˙454.00

Map

Project objective

This proposal concerns the formal and descriptive foundations of belief updating (BU) in human decision making. What are the principles that guide change in beliefs, as evidence accumulates? The dominant approach in decision making has been classical, Bayesian probability theory (CPT). Yet persistent discrepancies between CPT prescription and human behaviour challenge this dominance. Are there analogous findings in BU? If yes, if CPT cannot provide a satisfactory account of BU, what is a suitable alternative formal framework? We will carefully consider surprising empirical tests of the adequacy of CPT in belief updating, inspired by quantum probability theory (QPT). The recently emerging QPT decision models have been revolutionarizing insight about the formal principles guiding decision making. Prediction insights for BU call for more advanced techniques in QPT, such as open-system dynamics. The Experienced Researcher(ER) has an outstanding track record in quantum foundations and is seeking a career transition to cognitive psychology. The Supervisor is one of the pioneers of the application of QPT in cognitive psychology. This highly inter-disciplinary, innovative proposal will converge QPT technical expertise and deep, unaddressed questions in decision making. CITY is already one of the internationally leading centres for cognitive research based on QPT methods, with experts spanning computer science, economics, physics and cognitive psychology. This is the perfect environment to enable the ER to apply her expertise, flourish, and mature into one of the leading figures in this emerging research area. Finally, formalizing the principles of BU is a key challenge not only for cognitive psychology, but any area where there is a need for rigorous models of belief change, as a result of accumulating evidence (e.g., artificial intelligence). This proposal will be a major step towards a fully comprehensive, technically sophisticated, and empirically accurate theory.

Publications

List of publications.
year	authors and title	journal	last update
2018	Masanari Asano, Irina Basieva, Emmanuel Pothos, Andrei Khrennikov State Entropy and Differentiation Phenomenon published pages: 394, ISSN: 1099-4300, DOI: 10.3390/e20060394	Entropy 20/6	2019-06-13
2017	Fabio Bagarello, Irina Basieva, Andrei Khrennikov Quantum field inspired model of decision making: Asymptotic stabilization of belief state via interaction with surrounding mental environment published pages: , ISSN: 0022-2496, DOI: 10.1016/j.jmp.2017.10.002	Journal of Mathematical Psychology	2019-06-13
2017	Masanari Asano, Irina Basieva, Andrei Khrennikov, Masanori Ohya, Yoshiharu Tanaka A quantum-like model of selection behavior published pages: 2-12, ISSN: 0022-2496, DOI: 10.1016/j.jmp.2016.07.006	Journal of Mathematical Psychology 78	2019-06-13
2017	Irina Basieva, Emmanuel Pothos, Jennifer Trueblood, Andrei Khrennikov, Jerome Busemeyer Quantum probability updating from zero priors (by-passing Cromwellâ€™s rule) published pages: 58-69, ISSN: 0022-2496, DOI: 10.1016/j.jmp.2016.08.005	Journal of Mathematical Psychology 77	2019-06-13
2017	Jan Broekaert, Irina Basieva, Pawel Blasiak, Emmanuel M. Pothos Quantum-like dynamics applied to cognition: a consideration of available options published pages: 20160387, ISSN: 1364-503X, DOI: 10.1098/rsta.2016.0387	Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 375/2106	2019-06-13

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