A General Framework for Reasoning On Inconsistency

Maria Vanina Martinez, Cristian Molinaro, V.S. Subrahmanian, Leila Amgoud (Autoren)

Buch | Softcover

45 Seiten

2013
Springer-Verlag New York Inc.
978-1-4614-6749-6 (ISBN)

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This SpringerBrief proposes a general framework for reasoning about inconsistency in a wide variety of logics, including inconsistency resolution methods that have not yet been studied. The proposed framework allows users to specify preferences on how to resolve inconsistency when there are multiple ways to do so. This empowers users to resolve inconsistency in data leveraging both their detailed knowledge of the data as well as their application needs. The brief shows that the framework is well-suited to handle inconsistency in several logics, and provides algorithms to compute preferred options. Finally, the brief shows that the framework not only captures several existing works, but also supports reasoning about inconsistency in several logics for which no such methods exist today.

Introduction and Preliminary Concepts.- A General Framework for Handling Inconsistency.- Algorithms.- Handling Inconsistency in Monotonic Logics.- Link with Existing Approaches.- Conclusions.

Reihe/Serie	SpringerBriefs in Computer Science
Zusatzinfo	VII, 45 p.
Verlagsort	New York, NY
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Inconsistency Management • Inconsistency-tolerant Reasoning • Inconsistent Knowledge Bases • Preference-based Reasoning • Unified Framework for Reasoning about Inconsistency
ISBN-10	1-4614-6749-7 / 1461467497
ISBN-13	978-1-4614-6749-6 / 9781461467496
Zustand	Neuware