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Conceptual Graphs and Fuzzy Logic

A Fusion for Representing and Reasoning with Linguistic Information

Tru Hoang Cao (Autor)

Buch | Hardcover

240 Seiten

2010
Springer Berlin (Verlag)
978-3-642-14086-0 (ISBN)

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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 computationof 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 quantifiedstatements, approximate knowledge retrieval, and natural language query understanding.

Fuzzy Conceptual Graphs.- Annotated Fuzzy Logic Programming.- Fuzzy Conceptual Graph Programming.- Modelling and Computing with Generally Quantified Statements.- Approximate Knowledge Retrieval.- Natural Language Query Understanding.

From the reviews:

"This research monograph is devoted to the idea of fuzzy conceptual graphs, their analysis, algorithms and applications. ... One of the outstanding features of the monograph is a formal and systematic coverage of the fundamental concepts. Overall, the book can serve as a valuable, well-structured reference book for all those interested in the effective representation and processing of fuzzy information." (Witold Pedrycz, Zentralblatt MATH, Vol. 1208, 2011)

Erscheint lt. Verlag	15.7.2010
Reihe/Serie	Studies in Computational Intelligence
Zusatzinfo	240 p. 77 illus.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	535 g
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Themenwelt	Technik
Schlagworte	automated reasoning • Fuzziness • fuzzy • fuzzy conceptual graph • Fuzzy Logic • Fuzzy-Logik • Fuzzy-Logik / Unscharfe Logik • Fuzzy type • Graphen • Knowledge • linguistic quantifier • Logic • Modeling • Natur • natural language interface • programming • semantic search
ISBN-10	3-642-14086-6 / 3642140866
ISBN-13	978-3-642-14086-0 / 9783642140860
Zustand	Neuware