Model-Based Reasoning in Scientific Discovery

Name: Model-Based Reasoning in Scientific Discovery
Brand: Springer
SKU: 9781461371816
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ISBN13: 9781461371816
Binding: Paperback
Subject: N/A
Publisher: Springer
Publisher Imprint: Springer
Publication Date: October 17, 2012
Pages: 343
Original Price: EUR 349.99
Language: English
Edition: Softcover Repri
Item Weight: 543 grams
BISAC Subject(s): Logic, Computer Science, and Artificial Intelligence / General

About The Book

The volume is based on the papers that were presented at the Interna- tional Conference Model-Based Reasoning in Scientific Discovery (MBR'98), held at the Collegio Ghislieri, University of Pavia, Pavia, Italy, in December 1998. The papers explore how scientific thinking uses models and explanatory reasoning to produce creative changes in theories and concepts. The study of diagnostic, visual, spatial, analogical, and temporal rea- soning has demonstrated that there are many ways of performing intelligent and creative reasoning that cannot be described with the help only of tradi- tional notions of reasoning such as classical logic. Traditional accounts of scientific reasoning have restricted the notion of reasoning primarily to de- ductive and inductive arguments. Understanding the contribution of model- ing practices to discovery and conceptual change in science requires ex- panding scientific reasoning to include complex forms of creative reasoning that are not always successful and can lead to incorrect solutions. The study of these heuristic ways of reasoning is situated at the crossroads of philoso- phy, artificial intelligence, cognitive psychology, and logic; that is, at the heart of cognitive science. There are several key ingredients common to the various forms of model- based reasoning to be considered in this book. The models are intended as in- terpretations of target physical systems, processes, phenomena, or situations. The models are retrieved or constructed on the basis of potentially satisfying salient constraints of the target domain.

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