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Understanding Scientific Inference in the Natural Sciences Based on Abductive Inference Strategies

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Philosophy and Cognitive Science

Part of the book series: Studies in Applied Philosophy, Epistemology and Rational Ethics ((SAPERE,volume 2))

Abstract

The purpose of this study is to understand scientific inference in the natural sciences through the use of abductive inference. Abductive inference enables scientific discovery through creative inference during problem solving. We present the following two research problems: (1) the validity of a scientific inference procedure building on Magnani’s research (2001) that employs various strategies and the criterion of hypotheses choice in order to increase plausibility: puzzling observation, abduction, retroduction, updating, deduction, induction, and recycle; and (2) the validity of our suggested multistage inference procedure for analyzing the “The Return of Halley’s Comet” case, which has been called Newtonianism’s most public triumph. Through an analysis of a case in the history of science, we describe the patterns of inference and the generation, through available data, of plausible hypotheses based on abductive inference. We then test these hypotheses with the deduction-induction cycle to determine which hypothesis is most plausible. A framework that includes the history of science can potentially provide a more consistent view of scientific practice and promote a deeper understanding of scientific concepts.

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References

  1. Abe, A.: Applications of Abduction. In: Proc. of ECAI 1998 Workshop on Abduction and Induction in AI, pp. 12–19 (1998)

    Google Scholar 

  2. Abe, A.: Abductive Analogical Reasoning. Systems and Computers in Japan 31(1), 11–19 (2000)

    Article  Google Scholar 

  3. Charniak, E., McDermott, D.: Introduction to artificial intelligence. Addison-Wesley, Reading (1985); Chiasson, P.: Abduction as an aspect of retroduction. Semiotica 153(1/4), 223–242 (2005)

    Google Scholar 

  4. Eco, U.: Horns, hooves, insteps: Some hypotheses on three types of abduction. In: Eco, U., Sebeok, T. (eds.) The Sign of Three: Dupin, Holmes, Peirce, pp. 198–220. Indiana University Press, Bloomington (1983)

    Google Scholar 

  5. Fischler, M.A., Firschein, O.: Intelligence: the eye, the brain, and the computer. Addison-Wesley Publishing Company, Inc. (1987)

    Google Scholar 

  6. Flash, P.A., Kakas, A.C.: Abductive and Inductive Reasoning: Background and Issues. In: Flash, P., Kakas, A. (eds.) Abduction and Induction: Essays on their Relation and Integration, pp. 1–27. Kluwer Academic Publishers, Dordrecht (2000)

    Google Scholar 

  7. Giere, R.N.: Understanding Scientific Reasoning. In: Ronald, N. (ed.) 9Harcourt Brace College Publishers (1997)

    Google Scholar 

  8. Hintikka, J.: Is Logic the Key to All Good Reasoning? In: Hintikka, J. (ed.) Inquiry as Inquiry: A Logic of Scientific Discovery, Jaakko Hintikka Selected Papers, vol. 5. Kluwer Academic Publishers, Dordrecht (1999)

    Google Scholar 

  9. Hoffmann, M.: Problems with Peirce’s Concept of Abduction. Foundations of Science 4, 271–305 (1999)

    Article  Google Scholar 

  10. Josephson, J.R., Josephson, S.G.: Abductive inference: Computation, philosophy, technology. Cambridge University Press, Cambridge (1996)

    Google Scholar 

  11. Kapitan, T.: Peirce and Structure of Abductive Inference. In: Hauser, et al. (eds.) Studies in the Logic of Charles Sanders Peirce, pp. 477–496. Indiana University Press, Bloomington and Indianapolis (1997)

    Google Scholar 

  12. Lawson, A.E.: Basic Inference of Scientific Reasoning, Argumentation, and Discovery. Science Education 94, 336–364 (2010)

    Google Scholar 

  13. Magnani, L.: Abductive reasoning: Philosophical and Educational perspectives in medicine. In: Evans, D.A., Patel, V.L. (eds.) Advanced Models of Cognition for the Medical Training and Practices, pp. 21–41. Springer, Berlin (1992)

    Google Scholar 

  14. Magnani, L.: Epistemolgie de I’ invention scientifique. Communication and Cognition 21, 273–291 (1988)

    Google Scholar 

  15. Magnani, L.: Model-based Creative Abduction. In: Magnani, L., Nersessian, N.J., Thagard, P. (eds.) Model-Based Reasoning in Scientific Discovery, pp. 219–238. Kluwer Academic/ Plenum Publishers, New York (1999)

    Chapter  Google Scholar 

  16. Magnani, L.: Abduction, Reason, and Science. Processes of Discovery and Explanation. Kluwer Academic/Plenum Publishers, New York (2001)

    Book  Google Scholar 

  17. Martin, R.: The Opposable Mind: Harnessing the power of integrative thinking. Harvard Business School Press, Boston (2007)

    Google Scholar 

  18. Niiniluoto, I.: Defending Abduction. Philosophy of Science 66(Proceedings), S436–S451 (1999)

    Article  Google Scholar 

  19. Paavola, S.: Abduction as a logic and Methodology of discovery: The importance of strategies. Foundation of Science 9, 267–283 (2004)

    Article  Google Scholar 

  20. Pedemonte, B., Reid, D.: The role of abduction in proving processes. Educational Studies in Mathematics 76, 281–303 (2011)

    Article  Google Scholar 

  21. Peirce, C.S.: (CP): Collected Papers of Charles Peirce, C.S.(CP), Collected Papers of Charles Sanders Peirce. In: Hartshorne, C., Weiss, P. (eds.) vols. 1-6; Burks, A.W. (ed.) vols. 7-8. Harvard University Press, Cambridge (1931-1958)

    Google Scholar 

  22. Peirce, C.S.: Phänomen und Logik der Zeichen. Hrsg. und übersetzt von Helmut Paper, Frankfurt/Main, Suhrkamp (1983)

    Google Scholar 

  23. Peirce, C.S.: (HP): Historical Perspectives on Peirce Logic of Science, Eisele, C. (ed.). A History of Science, vols. 2. Mouton Publishers, Berlin (1985)

    Google Scholar 

  24. Peirce, C.S.: (EP2): The Essential Peirce. Selected Philosophical Writings, the Peirce Edition Project (ed.), vol. 2 (1893-1913). Indiana University Press, Bloomington and Indianapolis (1992-1998)

    Google Scholar 

  25. Peirce, C.S.: Collected papers. Harvard University Press, Cambridge (1960)

    Google Scholar 

  26. Peng, Y., Reggia, J.A.: Abductive Inference Models for Diagnostic Problem-Solving. Springer, New York (1990)

    Book  Google Scholar 

  27. Rescher, N.: Peirce’s Philosophy of Science. University of Notre Dame Press, Notre Dame (1978)

    Google Scholar 

  28. Ramoni, M., Stefannelli, M., Magnani, L., Barosi, G.: An epistemological framework for medical knowledge-base systems. IEEE Transactions on Systems, Man, and Cybernetics 22(6), 1361–1375 (1992)

    Article  Google Scholar 

  29. Thagard, P.: The Best Explanation: Criteria for theory Choice. The Journal of Philosophy 75, 76–92 (1978)

    Article  Google Scholar 

  30. Thagard, P.: Computational philosophy of science. MIT Press (1988); Trigg, G.I. (ed.) Encyclopedia of Applied Physics, vol. 2. VCH Publishers, Inc., New York (1991)

    Google Scholar 

  31. Zeilik, M.: Astronomy: the evolving universe, 9th edn. Cambridge University Press, New York (2002)

    Google Scholar 

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Correspondence to Jun-young Oh .

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Oh, Jy. (2012). Understanding Scientific Inference in the Natural Sciences Based on Abductive Inference Strategies. In: Magnani, L., Li, P. (eds) Philosophy and Cognitive Science. Studies in Applied Philosophy, Epistemology and Rational Ethics, vol 2. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-29928-5_12

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