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Nonmonotonic reasoning
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ISBN: 9780262267199 0585037035 9780585037035 0262267195 9780262011570 0262011573 Year: 1997 Publisher: Cambridge, Mass. : MIT Press,

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Abstract

Nonmonotonic reasoning provides formal methods that enable intelligent systems to operate adequately when faced with incomplete or changing information. In particular, it provides rigorous mechanisms for taking back conclusions that, in the presence of new information, turn out to be wrong and for deriving new, alternative conclusions instead. Nonmonotonic reasoning methods provide rigor similar to that of classical reasoning; they form a base for validation and verification and therefore increase confidence in intelligent systems that work with incomplete and changing information. Following a brief introduction to the concepts of predicate logic that are needed in the subsequent chapters, this book presents an in depth treatment of default logic. Other subjects covered include the major approaches of autoepistemic logic and circumscription, belief revision and its relationship to nonmonotonic inference, and briefly, the stable and well-founded semantics of logic programs.


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Logic Programming and Nonmonotonic Reasoning
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ISBN: 9783031157073 Year: 2022 Publisher: Cham Springer International Publishing :Imprint: Springer

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Logics of organization theory : audiences, codes, and ecologies
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ISBN: 1283379929 9786613379924 1400843014 9781400843015 9781283379922 Year: 2007 Publisher: Princeton, N.J. : Princeton University Press,

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Building theories of organizations is challenging: theories are partial and "folk" categories are fuzzy. The commonly used tools--first-order logic and its foundational set theory--are ill-suited for handling these complications. Here, three leading authorities rethink organization theory. Logics of Organization Theory sets forth and applies a new language for theory building based on a nonmonotonic logic and fuzzy set theory. In doing so, not only does it mark a major advance in organizational theory, but it also draws lessons for theory building elsewhere in the social sciences. Organizational research typically analyzes organizations in categories such as "bank," "hospital," or "university." These categories have been treated as crisp analytical constructs designed by researchers. But sociologists increasingly view categories as constructed by audiences. This book builds on cognitive psychology and anthropology to develop an audience-based theory of organizational categories. It applies this framework and the new language of theory building to organizational ecology. It reconstructs and integrates four central theory fragments, and in so doing reveals unexpected connections and new insights.


Book
A logical theory of causality
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ISBN: 0262366207 9780262366205 9780262045322 026204532X 0262362244 Year: 2021 Publisher: Cambridge, Massachusetts : The MIT Press,

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"The first book that provides a systematic and rigorous logical theory of causality"--

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