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Inference to the Best Explanation

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  • M. Abraham, Dov M. Gabbay & U. Schild (2009). Analysis of the Talmudic Argumentum a Fortiori Inference Rule (Kal Vachomer) Using Matrix Abduction. Studia Logica 92 (3).
    We motivate and introduce a new method of abduction, Matrix Abduction, and apply it to modelling the use of non-deductive inferences in the Talmud such as Analogy and the rule of Argumentum A Fortiori. Given a matrix with entries in {0, 1}, we allow for one or more blank squares in the matrix, say a i , j =?. The method allows us to decide whether to declare a i , j = 0 or a i , j = 1 (...)
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  • David B. Annis (1982). Knowledge and Inference to the Best Explanation — a Reply. Philosophia 12 (1-2).
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  • Alan Baker (2009). Mathematical Explanation in Science. British Journal for the Philosophy of Science 60 (3).
    Does mathematics ever play an explanatory role in science? If so then this opens the way for scientific realists to argue for the existence of mathematical entities using inference to the best explanation. Elsewhere I have argued, using a case study involving the prime-numbered life cycles of periodical cicadas, that there are examples of indispensable mathematical explanations of purely physical phenomena. In this paper I respond to objections to this claim that have been made by various philosophers, and I discuss (...)
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  • Sorin Ioan Bangu (2008). Inference to the Best Explanation and Mathematical Realism. Synthese 160 (1).
    Arguing for mathematical realism on the basis of Field’s explanationist version of the Quine–Putnam Indispensability argument, Alan Baker has recently claimed to have found an instance of a genuine mathematical explanation of a physical phenomenon. While I agree that Baker presents a very interesting example in which mathematics plays an essential explanatory role, I show that this example, and the argument built upon it, begs the question against the mathematical nominalist.
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  • Yemima Ben-Menahem (1990). The Inference to the Best Explanation. Erkenntnis 33 (3):319-44.
    In a situation in which several explanations compete, is the one that is better qua explanation also the one we should regard as the more likely to be true? Realists usually answer in the affirmative. They then go on to argue that since realism provides the best explanation for the success of science, realism can be inferred to. Nonrealists, on the other hand, answer the above question in the negative, thereby renouncing the inference to realism. In this paper I separate (...)
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  • Alexander Bird, Eliminative Abduction Examples From Medicine.
    Peter Lipton argues that inference to the best explanation involves the selection of a hypothesis on the basis of its loveliness. I argue that in optimal cases, a form of eliminative induction takes place, which I call ‘Holmesian inference’. I illustrate Holmesian inference by reference to examples from the history of medicine.
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  • Arthur W. Burks (1946). Peirce's Theory of Abduction. Philosophy of Science 13 (4):301-306.
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  • Robert G. Burton (1999). A Neurocomputational Approach to Abduction. Minds and Machines 9 (2).
    Recent developments in the cognitive sciences and artificial intelligence suggest ways of answering the most serious challenge to Peirce's notion of abduction. Either there is no such logical process as abduction or, if abduction is a form of inference, it is essentially unconscious and therefore beyond rational control so that it lacks any normative significance. Peirce himself anticipates and attempts to answer this challenge. Peirce argues that abduction is both a source of creative insight and a form of logical inference (...)
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  • Daniel G. Campos (forthcoming). On the Distinction Between Peirce's Abduction and Lipton's Inference to the Best Explanation. Synthese.
    I argue against the tendency in the philosophy of science literature to link abduction to the inference to the best explanation (IBE), and in particular, to claim that Peircean abduction is a conceptual predecessor to IBE. This is not to discount either abduction or IBE. Rather the purpose of this paper is to clarify the relation between Peircean abduction and IBE in accounting for ampliative inference in science. This paper aims at a proper classification—not justification—of types of scientific reasoning. In (...)
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  • David Chart, Inference to the Best Explanation, Bayesianism, and Feminist Bank Tellers.
    Inference to the Best Explanation and Bayesianism have both been proposed as descriptions of the way that people make inferences. This paper argues that one result from cognitive psychology, the "feminist bank teller" experiment, suggests that people use Inference to the Best Explanation rather than Bayesian techniques.
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  • John Cornwell (ed.) (2004). Explanations: Styles of Explanation in Science. Oxford University Press.
    Our lives, states of health, relationships, behavior, experiences of the natural world, and the technologies that shape our contemporary existence are subject to a superfluity of competing, multi-faceted and sometimes incompatible explanations. Widespread confusion about the nature of "explanation" and its scope and limits pervades popular exposition of the natural sciences, popular history and philosophy of science. This fascinating book explores the way explanations work, why they vary between disciplines, periods, and cultures, and whether they have any necessary boundaries. In (...)
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  • Steve Coutinho (2002). The Abduction of Vagueness: Interpreting The. Philosophy East and West 52 (4).
    : The role of vagueness in the Laozi is explored by investigating its connection with "process." First, a hermeneutic methodology is developed and adopted, derived from Peirce's notion of "abduction." Second, this notion is analyzed, and several distinctive characteristics, or "traces," of vagueness are identified. Third, evidence of these traces in the text of the Laozi is collected, with comments on their significance in the Daoist context.
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  • Steve Coutinho (2002). The Abduction of Vagueness: Interpreting the "Laozi". Philosophy East and West 52 (4):409-425.
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  • Timothy Day & Harold Kincaid (1994). Putting Inference to the Best Explanation in its Place. Synthese 98 (2):271-295.
    This paper discusses the nature and the status of inference to the best explanation (IBE). We (1) outline the foundational role given IBE by its defenders and the arguments of critics who deny it any place at all; (2) argue that, on the two main conceptions of explanation, IBE cannot be a foundational inference rule; (3) sketch an account of IBE that makes it contextual and dependent on substantive empirical assumptions, much as simplicity seems to be; (4) show how that (...)
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  • Igor Douven (2002). Testing Inference to the Best Explanation. Synthese 130 (3).
    Inference to the Best Explanation has become the subject of a livelydebate in the philosophy of science. Scientific realists maintain, while scientificantirealists deny, that it is a compelling rule of inference. It seems that anyattempt to settle this debate empirically must beg the question against theantirealist. The present paper argues that this impression is misleading. A methodis described that, by combining Glymour''s theory of bootstrapping and Hacking''sarguments from microscopy, allows us to test IBE without begging any antirealistissues.
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  • Igor Douven (1999). Inference to the Best Explanation Made Coherent. Philosophy of Science 66 (3):435.
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  • James H. Fetzer (2002). Propensities and Frequencies: Inference to the Best Explanation. Synthese 132 (1-2).
    An approach to inference to the best explanation integrating a Popperianconception of natural laws together with a modified Hempelian account of explanation, one the one hand, and Hacking's law of likelihood (in its nomicguise), on the other, which provides a robust abductivist model of sciencethat appears to overcome the obstacles that confront its inductivist,deductivist, and hypothetico-deductivist alternatives.This philosophy of scienceclarifies and illuminates some fundamental aspects of ontology and epistemology, especially concerning the relations between frequencies and propensities. Among the most important (...)
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  • Harry G. Frankfurt (1958). Peirce's Notion of Abduction. Journal of Philosophy 55 (14):593-597.
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  • Dov Gabbay, Rolf Nossum & John Woods (2006). Context-Dependent Abduction and Relevance. Journal of Philosophical Logic 35 (1).
    Based on the premise that what is relevant, consistent, or true may change from context to context, a formal framework of relevance and context is proposed in which • contexts are mathematical entities • each context has its own language with relevant implication • the languages of distinct contexts are connected by embeddings • inter-context deduction is supported by bridge rules • databases are sets of formulae tagged with deductive histories and the contexts they belong to • abduction and revision (...)
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  • Axel Gelfert, Reconsidering the Role of Inference to the Best Explanation in the Epistemology of Testimony.
    In his work on the epistemology of testimony, Peter Lipton developed an account of testimonial inference that aimed at descriptive adequacy as well as justificatory sophistication. According to „testimonial inference to the best explanation‟ (TIBE), we accept what a speaker tells us because the truth of her claim figures in the best explanation of the fact that she made it. In the present paper, I argue for a modification of this picture. In particular, I argue that IBE plays a dual (...)
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  • David H. Glass (2007). Coherence Measures and Inference to the Best Explanation. Synthese 157 (3).
    This paper considers an application of work on probabilistic measures of coherence to inference to the best explanation (IBE). Rather than considering information reported from different sources, as is usually the case when discussing coherence measures, the approach adopted here is to use a coherence measure to rank competing explanations in terms of their coherence with a piece of evidence. By adopting such an approach IBE can be made more precise and so a major objection to this mode of reasoning (...)
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  • Brian Haig & Russil Durrant (2002). Adaptationism and Inference to the Best Explanation. Behavioral and Brain Sciences 25 (4):520-521.
    Andrews et al. effectively argue that, despite prominent criticism, adaptationism can be a viable research strategy. We agree. In our complementary commentary, we discuss the neglected method of inference to the best explanation and argue that it is a valuable addition to the adaptationist's methodological practice.
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  • Gilbert H. Harman (1968). Enumerative Induction as Inference to the Best Explanation. Journal of Philosophy 65 (18):529-533.
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  • Gilbert H. Harman (1965). The Inference to the Best Explanation. Philosophical Review 74 (1):88-95.
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  • Michael Hoffmann (1999). Problems with Peirce's Concept of Abduction. Foundations of Science 4 (3).
    Abductive reasoning takes place in forming``hypotheses'''' in order to explain ``facts.'''' Thus, theconcept of abduction promises an understanding ofcreativity in science and learning. It raises,however, also a lot of problems. Some of them will bediscussed in this paper. After analyzing thedifference between induction and abduction (1), Ishall discuss Peirce''s claim that there is a ``logic''''of abduction (2). The thesis is that this claim can beunderstood, if we make a clear distinction betweeninferential elements and perceptive elements ofabductive reasoning. For Peirce, the (...)
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  • Harmon R. Holcomb (1996). Just so Stories and Inference to the Best Explanation in Evolutionary Psychology. Minds and Machines 6 (4).
    Evolutionary psychology is a science in the making, working toward the goal of showing how psychological adaptation underlies much human behavior. The knee-jerk reaction that sociobiology is unscientific because it tells just-so stories has become a common charge against evolutionary psychology as well. My main positive thesis is that inference to the best explanation is a proper method for evolutionary analyses, and it supplies a new perspective on the issues raised in Schlinger's (1996) just-so story critique. My main negative thesis (...)
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  • Scott A. Kleiner (2003). Explanatory Coherence and Empirical Adequacy: The Problem of Abduction, and the Justification of Evolutionary Models. Biology and Philosophy 18 (4).
    Foundationalist theories of justification for science were undermined by the theory-ladeness thesis, which has affinities with coherentist epistemologies. A challenge for defenders of coherentist theories of scientific justification is to specify coherence relations relevant to science and to show how these relations make the truth of their bearers likely. Coherence relations include characteristics that pick out better explanations in the implementation of abductive arguments. Empiricist philosophers have attacked abductive reasoning by claiming that explanatory virtues are pragmatic, having no implications regarding (...)
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  • Peter Lipton (2004). Inference to the Best Explanation. Routledge/Taylor and Francis Group.
    How do we go about weighing evidence, testing hypotheses, and making inferences? The model of "inference to the best explanation" (IBE) -- that we infer the hypothesis that would, if correct, provide the best explanation of the available evidence--offers a compelling account of inferences both in science and in ordinary life. Widely cited by epistemologists and philosophers of science, IBE has nonetheless remained little more than a slogan. Now this influential work has been thoroughly revised and updated, and features a (...)
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  • Timothy D. Lyons (2006). Peter Lipton: Inference to the Best Explanation London, Routledge, 2004, 2nd Edition Paperback $33.95 Isbn 0-415-24203-. British Journal for the Philosophy of Science 57 (1).
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  • Lorenzo Magnani (2004). Model-Based and Manipulative Abduction in Science. Foundations of Science 9 (3).
    What I call theoretical abduction (sentential and model-based)certainly illustrates much of what is important in abductive reasoning, especially the objective of selecting and creating a set of hypotheses that are able to dispense good (preferred) explanations of data, but fails to account for many cases of explanation occurring in science or in everyday reasoning when the exploitation of the environment is crucial. The concept of manipulative abduction is devoted to capture the role of action in many interesting situations: action provides (...)
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  • Lorenzo Magnani & Matteo Piazza (2005). Morphodynamical Abduction. Causation by Attractors Dynamics of Explanatory Hypotheses in Science. Foundations of Science 10 (1).
    Philosophers of science today by and large reject the cataclysmic and irrational interpretation of the scientific enterprise claimed by Kuhn. Many computational models have been implemented to rationally study the conceptual change in science. In this recent tradition a key role is played by the concept of abduction as a mechanism by which new explanatory hypotheses are introduced. Nevertheless some problems in describing the most interesting abductive issues rise from the classical computational approach. It describes a cognitive process (and so (...)
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  • Daniel J. McKaughan (2008). From Ugly Duckling to Swan: C. S. Peirce, Abduction, and the Pursuit of Scientific Theories. Transactions of the Charles S. Peirce Society 44 (3):pp. 446-468.
    Jaakko Hintikka (1998) has argued that clarifying the notion of abduction is the fundamental problem of contemporary epistemology. One traditional interpretation of Peirce on abduction sees it as a recipe for generating new theoretical discoveries . A second standard view sees abduction as a mode of reasoning that justifies beliefs about the probable truth of theories. While each reading has some grounding in Peirce's writings, each leaves out features that are crucial to Peirce's distinctive understanding of abduction. I develop and (...)
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  • Gerhard Minnameier (2004). Peirce-Suit of Truth – Why Inference to the Best Explanation and Abduction Ought Not to Be Confused. Erkenntnis 60 (1).
    It is well known that the process of scientific inquiry, according to Peirce, is drivenby three types of inference, namely abduction, deduction, and induction. What isbehind these labels is, however, not so clear. In particular, the common identificationof abduction with Inference to the Best Explanation (IBE) begs the question,since IBE appears to be covered by Peirce's concept of induction, not that of abduction.Consequently, abduction ought to be distinguished from IBE, at least on Peirce's account. The main aim of the paper, (...)
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  • Paul Needham (1999). Reduction and Abduction in Chemistry-a Response to Scerri. International Studies in the Philosophy of Science 13 (2):169 – 184.
    Eric Scerri has proposed an account of how reduction might be understood in chemistry. He claims to build on a general aspect of Popper's views which survives his otherwise heavy criticism, namely adherence to actual scientific practice. This is contrasted with Nagel's conception, which Scerri takes to be the philosopher's standard notion. I argue that his proposal, interesting though it is, is not so foreign to ideas in the tradition within which Nagel wrote as Scerri would have us believe. Moreover, (...)
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  • Ilkka Niiniluoto (2005). Abduction and Truthlikeness. Poznan Studies in the Philosophy of the Sciences and the Humanities 83 (1):255-275.
    This paper studies the interplay between two notions which are important for the project of defending scientific realism: abduction and truthlikeness. The main focus is the generalization of abduction to cases where the conclusion states that the best theory is truthlike or approximately true. After reconstructing the recent proposals of Theo Kuipers within the framework of monadic predicate logic, I apply my own notion of truthlikeness. It turns out that a theory with higher truthlikeness does not always have greater empirical (...)
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  • Ilkka Niiniluoto (1999). Defending Abduction. Philosophy of Science 66 (3):451.
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  • Jaime Nubiola (2005). Abduction or the Logic of Surprise. Semiotica 153 (1/4):117-130.
    Charles S. Peirce (1839-1914) made relevant contributions to deductive logic, but he was primarily interested in the logic of science, and more especially in what he called 'abduction' (as opposed to deduction and induction), which is the process whereby hypotheses are generated in order to explain the surprising facts. Indeed, Peirce considered abduction to be at the heart not only of scientific research, but of all ordinary human activities. Nevertheless, in spite of Peirce's work and writings in the field of (...)
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  • Jaime Nubiola (2004). Il Lume Naturale: Abduction and God. Semiotiche 1 (2):91-102.
    The aim of my paper is to highlight that for Peirce the reality of God makes sense of the whole scientific enterprise. The belief in God is a natural product of abduction, of the "rational instinct" or educated guess of the scientist or the layman, and also the abduction of God may be understood as a "proof" of pragmatism. Moreover, I want to suggest that for Peirce scientific activity is a genuine religious enterprise, perhaps even the religious activity par excellence, (...)
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  • Jaime Nubiola, Walker Percy and Charles S. Peirce: Abduction and Language. Homepage des Arbeitskreises für Abduktionsforschung.
    The American novelist Walker Percy (1916-90) considered himself a "thief of Peirce", because he found in the views of C.S. Peirce, the founder of pragmatism, an alternative approach to prevailing reductionist theories in order to understand what we human beings are and what the peculiar nature of our linguistic activity is. This paper describes, quoting widely from Percy, how abduction is the spontaneous activity of our reason by which we couple meanings and experience in our linguistic expressions. This coupling of (...)
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  • S. Okasha (2000). Van Fraassen's Critique of Inference to the Best Explanation. Studies in History and Philosophy of Science Part A 31 (4):691-710.
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  • Sami Paavola (2006). Hansonian and Harmanian Abduction as Models of Discovery. International Studies in the Philosophy of Science 20 (1):93 – 108.
    In this article, I compare two varieties of abduction as reconstructive models for analysing discovery. The first is 'Hansonian abduction', which is based on N. R. Hanson's formulations of abduction. The other is 'Harmanian abduction', the Inference to the Best Explanation (IBE) model, formulated especially by Gilbert Harman. Peter Lipton has analysed processes of discovery on the basis of his developed form of Harmanian abduction. I argue that Hansonian abduction would, however, be a more apt model for this purpose. As (...)
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  • Sami Paavola (2004). Abduction as a Logic and Methodology of Discovery: The Importance of Strategies. Foundations of Science 9 (3).
    There are various ``classical'' argumentsagainst abduction as a logic of discovery,especially that (1) abduction is too weak amode of inference to be of any use, and (2) inbasic formulation of abduction the hypothesisis already presupposed to be known, so it isnot the way hypotheses are discovered in thefirst place. In this paper I argue, bybringing forth the idea of strategies,that these counter-arguments are weaker thanmay appear. The concept of strategiessuggests, inter alia, that many inferentialmoves are taken into account at the (...)
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  • Stathos Psillos, Inference to the Best Explanation and Bayesianism(.
    Niiniluoto (2003) has offered an incisive and comprehensive review of the recent debates about abduction. There is little on which I disagree with him. So, in this commentary, I shall try to cast some doubts to the attempts to render Inference to the Best Explanation (IBE) within a Bayesian framework.
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  • Stathos Psillos (2002). Simply the Best: A Case for Abduction. In Computational Logic: Logic Programming and Beyond : Essays in Honour of Robert A. Kowalski, Part Ii. Springer Berlin.
    This paper formulates what I think is the basic problem of any attempt to characterise the abstract structure of scientific method, viz., that it has to satisfy two conflicting desiderata: it should be ampliative (contentincreasing) and it should confer epistemic warrant on its outcomes. Then, after two extreme solutions to the problem of the method, viz., Enumerative Induction and the Method of Hypothesis, are examined, the paper argues that abduction, suitably understood as Inference to the Best Explanation, offers the best (...)
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  • Steven Rappaport (1996). Inference to the Best Explanation: Is It Really Different From Mill's Methods? Philosophy of Science 63 (1):65-80.
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  • Matthew J. Rellihan (2009). Fodor's Riddle of Abduction. Philosophical Studies 144 (2).
    How can abductive reasoning be physical, feasible, and reliable? This is Fodor’s riddle of abduction, and its apparent intractability is the cause of Fodor’s recent pessimism regarding the prospects for cognitive science. I argue that this riddle can be solved if we augment the computational theory of mind to allow for non-computational mental processes, such as those posited by classical associationists and contemporary connectionists. The resulting hybrid theory appeals to computational mechanisms to explain the semantic coherence of inference and associative (...)
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  • Alasdair Richmond (1999). Between Abduction and the Deep Blue Sea. Philosophical Quarterly 50 (194):86-91.
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  • Lawrence D. Roberts (2004). The Relation of Children's Early Word Acquisition to Abduction. Foundations of Science 9 (3).
    The paper discusses how abduction relates tochildren's early acquisition of words, and hasthree sections: (a) a brief description ofPeirce's notion of abduction; (b) a developmentof a hypothesis for the content-relatedsymbolic functioning of words; and (c)arguments that children's knowledge of suchfunctioning involves two kinds of abduction. In (b), children's knowledge of thecontent-related symbolic functioning of wordsis argued to consist in practical knowledge ofhow to use words to direct attention to kindsof things. To acquire such knowledge, a childmust form a practical causal (...)
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  • G. Schurz (2008). Patterns of Abduction. Synthese 164 (2).
    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 (...)
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  • Michael Ventimiglia (2008). Reclaiming the Peircean Cosmology: Existential Abduction and the Growth of the Self. Transactions of the Charles S. Peirce Society 44 (4):pp. 661-680.
    The cosmology of Charles Peirce has traditionally been amongst the least celebrated aspects of his thought. It is typically considered far too anthropomorphic to be a serious contribution to our understanding of the evolution of reality. While this anthropomorphism may or may not disqualify the cosmology from serious scientific consideration, it is possible that the cosmology does offer philosophical insights about the very human experience that inspired it. In this paper I offer a “reclaiming” of the Peircean cosmology. My intent (...)
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