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Abductive reasoning

About: Abductive reasoning is a research topic. Over the lifetime, 1917 publications have been published within this topic receiving 44645 citations. The topic is also known as: abduction & abductive inference.


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Journal ArticleDOI
TL;DR: It is argued that this riddle of abduction can be solved if the computational theory of mind is augmented to allow for non-computational mental processes, such as those posited by classical associationists and contemporary connectionists.
Abstract: 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 mechanisms to explain the efficient retrieval of relevant information from memory. The interaction of these mechanisms explains how abduction can be physical, feasible, and reliable.

6 citations

Journal ArticleDOI
Jun-Young Oh1
TL;DR: A scientific inference procedure as well as various strategies and a criterion for choosing hypotheses over other competing or previous hypotheses are suggested, which can provide us with a more consistent view of science and promote a deeper understanding of scientific concepts.
Abstract: This study aims to understand scientific inference for the evolutionary procedure of Continental Drift based on abductive inference, which is important for creative inference and scientific discovery during problem solving. We present the following two research problems: (1) we suggest a scientific inference procedure as well as various strategies and a criterion for choosing hypotheses over other competing or previous hypotheses; aspects of this procedure include puzzling observation, abduction, retroduction, updating, deduction, induction, and recycle; and (2) we analyze the “theory of continental drift” discovery, called the Earth science revolution, using our multistage inference procedure. Wegener’s Continental Drift hypothesis had an impact comparable to the revolution caused by Darwin’s theory of evolution in biology. Finally, the suggested inquiry inference model can provide us with a more consistent view of science and promote a deeper understanding of scientific concepts.

6 citations

Journal ArticleDOI
TL;DR: The received theories of epistemology identify abductive inferences with the cognitive patterns of speculation (hypothesis formation) and insist that they cannot verify or confirm hypotheses as mentioned in this paper.
Abstract: The received theories of epistemology identify abductive inferences with the cognitive patterns of speculation (hypothesis formation) and insist that they cannot verify or confirm hypotheses. I criticize various descriptions of abduction, offer a structural analysis of abductive inference,, characterize abduction without alluding to its putative role in inquiry, and then demonstrate that some abductions do provide evidence and that not all scientific hypotheses derive from abductive inferences. This result challenges those notions of scientific k knowledge that dismiss some central scientific ideas (for example, evolution) as ‘meta-physical research programs’ or ‘just theories’ when they are instead well substantiated by abductive evidence.

6 citations

Book ChapterDOI
01 Jan 2015
TL;DR: This article argued that arguments from analogy are complex arguments that involve inductive, abductive, and deductive components, and argued that such arguments can be "deductive" yet nonetheless defeasible.
Abstract: The chapter contributes to the debate about arguments by analogy, especially the distinction between ‘deductive’ and ‘inductive’ analogies and the question how such arguments can be ‘deductive’, yet nonetheless defeasible. It claims that ‘deductive’ and ‘inductive’ are structural, not normative categories, and should not be used to designate argument validity. Based on Aristotle’s analysis of enthymemes, examples, and metaphors, it argues that arguments from analogy are complex arguments that involve inductive, abductive, and deductive components.

6 citations


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Performance
Metrics
No. of papers in the topic in previous years
YearPapers
202356
2022103
202156
202059
201956
201867