Topological and Orthomodular Modeling of Context in Behavioral Science

Two non-boolean methods are discussed for modeling context in behavioral data and theory. The first is based on intuitionistic logic, which is similar to classical logic except that not every event has a complement. Its probability theory is also similar to classical probability theory except that the definition of probability function needs to be generalized to unions of events instead of applying only to unions of disjoint events. The generalization is needed, because intuitionistic event spaces may not contain enough disjoint events for the classical definition to be effective. The second method develops a version of quantum logic for its underlying probability theory. It differs from Hilbert space logic used in quantum mechanics as a foundation for quantum probability theory in variety of ways. John von Neumann and others have commented about the lack of a relative frequency approach and a rational foundation for this probability theory. This article argues that its version of quantum probability theory does not have such issues. The method based on intuitionistic logic is useful for modeling cognitive interpretations that vary with context, for example, the mood of the decision maker, the context produced by the influence of other items in a choice experiment, etc. The method based on this article's quantum logic is useful for modeling probabilities across contexts, for example, how probabilities of events from different experiments are related.

[1]  Patrick Suppes,et al.  The Probabilistic Argument for a Non-Classical Logic of Quantum Mechanics , 1966, Philosophy of Science.

[2]  Louis Narens,et al.  Probabilistic frames for non-Boolean phenomena , 2016, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[3]  Louis Narens,et al.  Probabilistic Lattices - With Applications to Psychology , 2014, Probabilistic Lattices.

[4]  Ehtibar N. Dzhafarov,et al.  Conversations on Contextuality , 2015 .

[5]  Joseph D. Sneed,et al.  Quantum mechanics and classical probability theory , 1970, Synthese.

[6]  Alexander Strashny Asymmetric loss utility: an analysis of decision under risk , 2004 .

[7]  Andrei Khrennikov,et al.  Bell Could Become the Copernicus of Probability , 2014, Open Syst. Inf. Dyn..

[8]  L. Narens Multimode utility theory , 2016 .

[9]  W. Greiner Mathematical Foundations of Quantum Mechanics I , 1993 .

[10]  Patrick Suppes,et al.  Probability Concepts in Quantum Mechanics , 1961, Philosophy of Science.

[11]  Ehtibar N. Dzhafarov,et al.  Contextuality-by-Default: A Brief Overview of Ideas, Concepts, and Terminology , 2015, QI.

[12]  Patrick Suppes,et al.  Studies in the foundations of quantum mechanics , 1980 .

[13]  Richard M. Shiffrin,et al.  Context effects produced by question orders reveal quantum nature of human judgments , 2014, Proceedings of the National Academy of Sciences.

[14]  A. Tversky,et al.  Prospect theory: analysis of decision under risk , 1979 .

[15]  Jerome R. Busemeyer,et al.  Quantum Models of Cognition and Decision , 2012 .

[16]  Miklós Rédei,et al.  Von Neumann’s Concept of Quantum Logic and Quantum Probability , 2001 .

[17]  A. Tversky,et al.  Prospect theory: an analysis of decision under risk — Source link , 2007 .

[18]  Emmanuel Haven,et al.  Quantum probability and the mathematical modelling of decision-making , 2016, Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences.

[19]  G. Kalmbach On Orthomodular Lattices , 1990 .

[20]  J. Neumann Unsolved Problems in Mathematics , 2001 .

[21]  Mikls Rdei,et al.  John von Neumann and the Foundations of Quantum Physics , 2010 .

[22]  J. Neumann,et al.  The Logic of Quantum Mechanics , 1936 .

[23]  C. H. Randall,et al.  Operational Statistics. I. Basic Concepts , 1972 .

[24]  Kôdi Husimi Studies on the Foundation of Quantum Mechanics. I , 1937 .

[25]  Richard J. Greechie,et al.  Orthomodular Lattices Admitting No States , 1971 .

[26]  Diederik Aerts,et al.  A theory of concepts and their combinations I: The structure of the sets of contexts and properties , 2005 .