{"pk":29935,"title":"QuLBIT: Quantum-Like Bayesian Inference Technologies forCognition and Decision","subtitle":null,"abstract":"This paper provides the foundations of a uni-fied cognitive decision-making framework (QulBIT)which is derived from quantum theory. The mainadvantage of this framework is that it can caterfor paradoxical and irrational human decision mak-ing. Although quantum approaches for cognitionhave demonstrated advantages over classical prob-abilistic approaches and bounded rationality mod-els, they still lack explanatory power. To addressthis, we introduce a novel explanatory analysis ofthe decision-maker’s belief space. This is achievedby exploiting quantum interference effects as a wayof both quantifying and explaining the decision-maker’s uncertainty. We detail the main modulesof the unified framework, the explanatory analy-sis method, and illustrate their application in situ-ations violating the Sure Thing Principle.","language":"eng","license":{"name":"","short_name":"","text":null,"url":""},"keywords":[{"word":"QuLBIT; quantum cognition; quantum-like Bayesian networks; quantum-like influence di-agrams; bounded rationality; explanatory analysis"}],"section":"Poster Session 3","is_remote":true,"remote_url":"https://escholarship.org/uc/item/2368k7k3","frozenauthors":[{"first_name":"Catarina","middle_name":"","last_name":"Moreira","name_suffix":"","institution":"Queensland University of Technology","department":""},{"first_name":"Matheus","middle_name":"","last_name":"Hammes","name_suffix":"","institution":"Queensland University of Technology","department":""},{"first_name":"Rasim","middle_name":"Serdar","last_name":"Kurdoglu","name_suffix":"","institution":"Bilkent University","department":""},{"first_name":"Peter","middle_name":"","last_name":"Bruza","name_suffix":"","institution":"Queensland University of Technology","department":""}],"date_submitted":null,"date_accepted":null,"date_published":"2020-01-01T18:00:00Z","render_galley":null,"galleys":[{"label":"PDF","type":"pdf","path":"https://journalpub.escholarship.org/cognitivesciencesociety/article/29935/galley/19789/download/"}]}