Studies in Computational Intelligence: A Fusion for Representing and Reasoning with Linguistic Information

Cao, Tru Hoang

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.

Details

Published by: Springer

Publication Date: 2010-07-15

Format: Hardcover

ISBN-13: 9783642140860

DOI: 10.1007/978-3-642-14087-7

Dimensions: 235cm x155cm

Pages: 240