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Model-Based and Manipulative Abduction in Science
Authors:Lorenzo Magnani
Affiliation:(1) Department of Philosophy and Computational Philosophy Laboratory, University of Pavia, Piazza Botta 6, 27100 Pavia, Italy
Abstract:
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 otherwise unavailable information that enables the agent to solve problems by starting and performing a suitable abductive process of generation or selection of hypotheses. Many external things, usually inert from the epistemological point of view, can be transformed into what I callepistemic mediators, which are illustrated in the last part of the paper, together with an analysis of the related notions of ``perceptual and inceptual rehearsal' and of ``external representation'.
Keywords:abduction  action-based reasoning  model-based reasoning  scientific discovery
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