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{ "pk": 28710, "title": "An Experimental Protocol to Derive and Validate a Quantum Model ofDecision-Making", "subtitle": null, "abstract": "This study utilises an experiment famous in quantum physics,the Stern-Gerlach experiment, to inform the structure of an ex-perimental protocol from which a quantum cognitive decisionmodel can be developed. The ’quantumness’ of this modelis tested by computing a discrete quasi-probabilistic Wignerfunction. Based on theory from quantum physics, our hypothe-sis is that the Stern-Gerlach protocol will admit negative valuesin the Wigner function, thus signalling that the cognitive de-cision model is quantum. A crowdsourced experiment of twoimages was used to collect decisions around three questions re-lated to image trustworthiness. The resultant data was used toinstantiate the quantum model and compute the Wigner func-tion. Negative values in the Wigner functions of both imageswere encountered, thus substantiating our hypothesis. Find-ings also revealed that the quantum cognitive model was amore accurate predictor of decisions when compared to pre-dictions computed using Bayes’ rule.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "quantum cognition; decision-making; complexHilbert space; binary response; cognitive modelling" } ], "section": "Papers with Poster Presentations", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/0b60n93d", "frozenauthors": [ { "first_name": "Lauren", "middle_name": "", "last_name": "Fell", "name_suffix": "", "institution": "Queensland University of Technology", "department": "" }, { "first_name": "Shahram", "middle_name": "", "last_name": "Dehdashti", "name_suffix": "", "institution": "Queensland University of Technology", "department": "" }, { "first_name": "Peter", "middle_name": "", "last_name": "Bruza", "name_suffix": "", "institution": "Queensland University of Technology", "department": "" }, { "first_name": "Catarina", "middle_name": "", "last_name": "Moreira", "name_suffix": "", "institution": "Queensland University of Technology", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2019-01-01T10:00:00-08:00", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/28710/galley/18581/download/" } ] }