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Conceptual Graphs and Fuzzy Logic: A Fusion for Representing and Reasoning with Linguistic Information

Conceptual Graphs and Fuzzy Logic: A Fusion for Representing and Reasoning with Linguistic Information

Hardcover

Series: Studies in Computational Intelligence, Book 306

General Computers

ISBN10: 3642140866
ISBN13: 9783642140860
Publisher: Springer
Published: Jul 15 2010
Pages: 240
Weight: 0.97
Height: 0.60 Width: 6.30 Depth: 9.20
Language: English
In this volume, first we formulate a framework of fuzzy types to represent both partial truth and uncertainty about concept and relation types in conceptual graphs. Like fuzzy attribute values, fuzzy types also form a lattice laying a common ground for lattice-based computation of fuzzy granules. Second, for automated reasoning with fuzzy conceptual graphs, we develop foundations of order-sorted fuzzy set logic programming, extending the theory of annotated logic programs of Kifer and Subrahmanian (1992). Third, we show some recent applications of fuzzy conceptual graphs to modelling and computing with generally quantified statements, approximate knowledge retrieval, and natural language query understanding.

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General Computers