Patterns of abduction

This article describes abductions as special patterns of inference to the best explanation whose structure determines a particularly promising abductive conjecture (conclusion) and thus serves as an abductive search strategy (Sect. 1). A classification of different patterns of abduction is provided which intends to be as complete as possible (Sect. 2). An important distinction is that between selective abductions, which choose an optimal candidate from given multitude of possible explanations (Sects. 3–4), and creative abductions, which introduce new theoretical models or concepts (Sects. 5–7). While selective abduction has dominated the literature, creative abductions are rarely discussed, although they are essential in science. The article introduces several kinds of creative abductions, such as theoretical model abduction, common cause abduction and statistical factor analysis, and illustrates them by various real case examples. It is suggested to demarcate scientifically fruitful abductions from purely speculative abductions by the criterion of causal unification (Sect. 7.1).

[1]  H. Feigl,et al.  Minnesota studies in the philosophy of science , 1956 .

[2]  Dov M. Gabbay,et al.  The Reach of Abduction: Insight and Trial (A Practical Logic of Cognitive Systems, vol. 2) , 2005 .

[3]  David Armstrong Dispositions are causes , 1969 .

[4]  Stephen Mumford Dispositions as Causes , 2003 .

[5]  J. Pollock Contemporary theories of knowledge , 1986 .

[6]  George Molnar,et al.  Are Dispositions Reducible , 1999 .

[7]  James Ladyman,et al.  Understanding Philosophy of Science , 2001 .

[8]  Ayman Shihadeh,et al.  The Existence of God , 2008 .

[9]  Ken Gemes Hypothetico-Deductivism, Content, and the Natural Axiomatization of Theories , 1993, Philosophy of Science.

[10]  Eric Barnes,et al.  Inference to the loveliest explanation , 1995, Synthese.

[11]  G. Schurz Relevant Deduction. From Solving Paradoxes Towards a General Theory , 1991 .

[12]  Charles S. Peirce,et al.  Lectures on pragmatism , 1903 .

[13]  Friedrich Stadler,et al.  Induction and Deduction in the Sciences , 2004 .

[14]  Jerry R. Hobbs,et al.  Interpretation as Abduction , 1993, Artif. Intell..

[15]  Paul K. Moser,et al.  Knowledge and Evidence , 1992 .

[16]  Richard Fumerton Induction and Reasoning to the Best Explanation , 1980, Philosophy of Science.

[17]  I. Lakatos Falsification and the Methodology of Scientific Research Programmes , 1976 .

[18]  H. W. de Regt,et al.  Wesley Salmon's Complementarity Thesis: Causalism and Unificationism Reconciled? , 2006 .

[19]  Paul Griffiths,et al.  Philosophy of Biology , 2017 .

[20]  H. W. MELVILLE Modern Chemistry , 1947, Nature.

[21]  Roger Fellows You Know My Method , 2009 .

[22]  J. Mill A System of Logic , 1843 .

[23]  Peter Urbach,et al.  Scientific Reasoning: The Bayesian Approach , 1989 .

[24]  Roderick M. Chisholm,et al.  Theory of Knowledge , 1989 .

[25]  T. Broadbent,et al.  Criticism and the Growth of Knowledge , 1972 .

[26]  Cameron Shelley,et al.  Visual Abductive Reasoning in Archaeology , 1996, Philosophy of Science.

[27]  Thomas Bartelborth,et al.  Explanatory Unification , 2004, Synthese.

[28]  Peter A. Flach,et al.  Abduction and Induction , 2000 .

[29]  Bas C. van Fraassen,et al.  The Scientific Image , 1980 .

[30]  D. Davidson Inquiries Into Truth and Interpretation , 1984 .

[31]  J. Hintikka Interrogative Logic as a General Theory of Reasoning , 1999 .

[32]  T. Sebeok,et al.  “You Know my Method”: A Juxtaposition of Charles S. Peirce and Sherlock Holmes , 1979 .

[33]  R. Carnap The methodological character of theoretical concepts , 1956 .

[34]  P. Thagard,et al.  Computational Philosophy of Science , 1988 .

[35]  Jaakko Hintikka,et al.  What is Abduction? The Fundamental Problem of Contemporary Epistemology , 1999 .

[36]  Pietro Torasso,et al.  On the Relationship between Abduction and Deduction , 1991, J. Log. Comput..

[37]  Dedre Gentner,et al.  Structure-Mapping: A Theoretical Framework for Analogy , 1983, Cogn. Sci..

[38]  C. Howson,et al.  Scientific Reasoning: The Bayesian Approach , 1989 .

[39]  C. J. Ducasse,et al.  A Critical Examination of the Belief in a Life After Death , 1962 .

[40]  John Heil,et al.  Dispositions , 2005, Synthese.

[41]  J. Woodward,et al.  Scientific Explanation and the Causal Structure of the World , 1988 .

[42]  Timothy Day,et al.  Putting inference to the best explanation in its place , 1994, Synthese.

[43]  D. Armstrong What is a law of nature , 1983 .

[44]  Gabriele Paul,et al.  Approaches to abductive reasoning: an overview , 1993, Artificial Intelligence Review.

[45]  C. Howson Hume's problem: induction and the justification of belief , 2000 .

[46]  Francisco Ferreira,et al.  Theory and Evidence , 2009 .

[47]  Arthur Pap,et al.  Disposition Concepts and Extensional Logic , 1978 .

[48]  Herbert A. Simon,et al.  Scientific discovery , 1993, BMJ : British Medical Journal.

[49]  L. Magnani Abduction, Reason, and Science. Process of Discovery and Explanation , 2001 .

[50]  T. Kuipers From Instrumentalism to Constructive Realism: On Some Relations between Confirmation, Empirical Progress, and Truth Approximation , 2000 .

[51]  Douglas Walton,et al.  Abductive Reasoning , 2017 .

[52]  Paul Kline,et al.  An easy guide to factor analysis , 1993 .

[53]  T. Kuhn,et al.  The Structure of Scientific Revolutions. , 1964 .

[54]  Richard Otte,et al.  A critique of Suppes' theory of probabilistic causality , 1981, Synthese.

[55]  John Earman,et al.  Bayes or bust , 1992 .

[56]  Herbert A. Simon,et al.  Scientific discovery: compulalional explorations of the creative process , 1987 .

[57]  Nils J. Nilsson,et al.  Artificial Intelligence , 1974, IFIP Congress.

[58]  John Earman,et al.  A Primer on Determinism , 1986 .

[59]  Frank Jackson,et al.  Three theses about dispositions , 1982 .

[60]  Paul Thagard,et al.  Analogical Mapping by Constraint Satisfaction , 1989, Cogn. Sci..

[61]  B. Haig Exploratory Factor Analysis, Theory Generation, and Scientific Method , 2005, Multivariate behavioral research.

[62]  Ori Belkind,et al.  International Studies in the Philosophy of Science , 2007 .

[63]  H. Maxwell,et al.  Current Issues in the Philosophy of Science , 1961 .

[64]  Theo A.F. Kuipers,et al.  Inference to the Best Theory, Rather than Inference to the Best Explanation — Kinds of Abduction and Induction , 2004 .

[65]  Dov M. Gabbay,et al.  The reach of abduction : insight and trial , 2005 .

[66]  Gerhard Schurz,et al.  What Is 'normal'? an Evolution-theoretic Foundation of Normic Laws and Their Relation to Statistical Normality. What Is 'normal'? an Evolution-theoretic Foundation of Normic Laws and Their Relation to Statistical Normality , 2022 .

[67]  O. Penrose The Direction of Time , 1962 .

[68]  Ingo Br,et al.  Prolog programming for artificial intelligence , 1990 .

[69]  Gerhard Schurz,et al.  What Is 'Normal'? An Evolution-Theoretic Foundation for Normic Laws and Their Relation to Statistical Normality , 2001, Philosophy of Science.

[70]  I. Niiniluoto,et al.  Defending Abduction , 1999, Philosophy of Science.

[71]  Siobhan Chapman Logic and Conversation , 2005 .

[72]  M. Lévesque Perception , 1986, The Yale Journal of Biology and Medicine.

[73]  Herbert A. Simon,et al.  Scientific discovery: compulalional explorations of the creative process , 1987 .

[74]  J. Bortz Lehrbuch der Statistik , 1979 .

[75]  I. Lakatos,et al.  Criticism and the Growth of Knowledge: Falsification and the Methodology of Scientific Research Programmes , 1970 .

[76]  Gerhard Schurz,et al.  Relevant deduction , 1991, Erkenntnis.

[77]  Erik J Olsson The reach of abduction: insight and trial. (A practical logic of cognitive systems, vol 2.) , 2006 .

[78]  J. Yolton A Theory of Knowledge , 1924, Nature.

[79]  Karel Lambert,et al.  Outline of a theory of scientific understanding , 1994, Synthese.