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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.
Nonmonotonic reasoning. --- Non-monotonic reasoning --- Reasoning --- COMPUTER SCIENCE/Artificial Intelligence
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Logic programming --- Nonmonotonic reasoning --- Non-monotonic reasoning --- Reasoning
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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.
Organizational sociology --- Nonmonotonic reasoning. --- Categories (Philosophy) --- Predicaments (Categories) --- Knowledge, Theory of --- Logic --- Ontology --- Predicate (Logic) --- Non-monotonic reasoning --- Reasoning --- Organization (Sociology) --- Organization theory --- Sociology of organizations --- Sociology --- Bureaucracy --- Methodology. --- Nonmonotonic reasoning --- Methodology --- E-books
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"The first book that provides a systematic and rigorous logical theory of causality"--
Nonmonotonic reasoning. --- Causation. --- Logistics. --- Military art and science --- Causality --- Cause and effect --- Effect and cause --- Final cause --- Beginning --- God --- Metaphysics --- Philosophy --- Necessity (Philosophy) --- Teleology --- Non-monotonic reasoning --- Reasoning --- COMPUTERS / Computer Science --- COMPUTERS / Intelligence (AI) & Semantics --- COMPUTERS / Artificial Intelligence / General
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