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The Logic of Typed Feature Structures: With Applications to Unification Grammars, Logic Programs and Constraint Resolution: Cambridge Tracts in Theoretical Computer Science, cartea 32

Autor Robert L. Carpenter
en Limba Engleză Paperback – 9 noi 2005
This book develops the theory of typed feature structures, a data structure that generalizes both first-order terms and feature structures of unification-based grammars to include inheritance, typing, inequality, cycles and intensionality. The resulting synthesis serves as a logical foundation for grammars, logic programming and constraint-based reasoning systems. A logical perspective is adopted which employs an attribute-value description language along with complete equational axiomatizations of the various systems of feature structures. At the same time, efficiency concerns are kept in mind and complexity and representability results are provided. The application of feature structures to phrase structure grammars is described and completeness results are shown for standard evaluation strategies. Definite clause logic programs are treated as a special case of phrase structure grammars. Constraint systems are introduced and an enumeration technique is developed for solving arbitrary attribute-value logic constraints. This book, with its innovative approach to data structure, will be essential reading for researchers in computational linguistics, logic programming and knowledge representation. Its self-contained presentation makes it flexible enough to serve as both a research tool and a text book.
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Specificații

ISBN-13: 9780521022545
ISBN-10: 0521022541
Pagini: 280
Ilustrații: 28 b/w illus.
Dimensiuni: 170 x 245 x 15 mm
Greutate: 0.46 kg
Ediția:Revised
Editura: Cambridge University Press
Colecția Cambridge University Press
Seria Cambridge Tracts in Theoretical Computer Science

Locul publicării:New York, United States

Cuprins

Acknowledgements; Part I. Basics: 1. Introduction; 2. Types and inheritance; 3. Feature structures; 4. Attribute-value descriptions and satisfaction; Part II. Extensions: 5. Acyclic feature structures; 6. Appropriateness and typing; 7. Inequations; 8. Identity and extensionality; 9. Maximality, groundedness and closed world inference; Part III. Alternatives: 10. Variables and assignments; 11. Feature algebras; 12. Infinite feature structures and domains; Part IV. Applications: 13. Unification-based phrase structure grammars; 14. Definite clause programming; 15. Recursive type constraint systems; Bibliography.

Recenzii

"...well and clearly written....can be used as a textbook as well as a monograph." Peter Bachmann, Mathematical Reviews
"...an indispensable compendium for the researcher or graduate student working on constraint-based grammatical formalisms, and they also make it a very useful reference work for researchers in object-oriented databases and logic programming." Fernando Pereira, Computational Linguistics

Descriere

This book develops the theory of typed feature structures and provides a logical foundation for logic programming and constraint-based reasoning systems.