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IJML 2012 Vol.2(3): 319-326
doi: 10.7763/IJMLC.2012.V2.138

Probabilistic Theories of Causality: Singular or Plural?

Joonsung Kim

  • Department of Philosophy, Myongji University, Seoul, Korea (ROK).

Abstract

Several prominent philosophers of science (Cartwright [2], Dupré [3], Hausman [8], [9], Hitchcock [10]) pose a problem for the probabilistic theory of causally called the unanimity theory. In this paper, I focus on Hitchcock’s criticism of the unanimity theory. I critically examine Hitchcock’s argument against the unanimity theory. After introducing the desirable features of the unanimity theory, I show that the unanimity theory too does the same job Hitchcock’s theory is intended to do. I conclude that the criticism of the unanimity theory on the contrary reveals the versatility of the unanimity theory some philosophers of science and some computer scientists ([17], [21]) do not notice.

Keywords

  • Binary
  • causality
  • contrast
  • disjunctive factors
  • ternary
  • population
  • probabilistic theory
  • unanimity
138-L0025

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Joonsung Kim, "Probabilistic Theories of Causality: Singular or Plural?," International Journal of Machine Learning, vol. 2, no. 3, pp. 319-326, 2012. https://doi.org/10.7763/IJMLC.2012.V2.138

Copyright & License

Copyright © 2012 by the authors. This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited (CC BY 4.0).

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General Information

  • E-ISSN: 2972-368X
  • Abbreviated Title: Int. J. Mach. Learn.
  • DOI: 10.18178/IJML
  • Frequency: Quarterly
  • Average Days to Accept: 68 days
  • Acceptance Rate: 27%
  • Editor-in-Chief: Dr. Lin Huang
  • Executive Editor:  Ms. Cherry L. Chen
  • DOI: 10.18178/IJML
  • Abstracing/Indexing: Google Scholar, Crossref, ProQuest, Electronic Journals Library, CNKI.
  • E-mail: editor@ijml.org
  • APC: 500USD