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A Computational Model of Natural Language Communication Interpretation, Inference, and Production in Database Semantics

A Computational Model of Natural Language Communication Interpretation, Inference, and Production... The ideal of using human language to control machines requires a practical theory of natural language communication that includes grammatical analysis of language signs, plus a model of the cognitive agent, with interfaces for recognition and action, an internal database, and an algorithm for reading content in and out. This book offers a functional framework for theoretical analysis of natural language communication and for practical applications of natural language processing. ; Everyday life would be easier if we could simply talk with machines instead of having to program them. Before such talking robots can be built, however, there must be a theory of how communicating with natural language works. This requires not only a grammatical analysis of the language signs, but also a model of the cognitive agent, with interfaces for recognition and action, an internal database, and an algorithm for reading content in and out. In Database Semantics, these ingredients are used for reconstructing natural language communication as a mechanism for transferring content from the database of the speaker to the database of the hearer. Part I of this book presents a high-level description of an artificial agent which humans can freely communicate with in their accustomed language. Part II analyzes the major constructions of natural language, i.e., intra- and extrapropositional functor - argument structure, coordination, and coreference, in the speaker and the hearer mode. Part III defines declarative specifications for fragments of English, which are used for an implementation in Java. The book provides researchers, graduate students and software engineers with a functional framework for the theoretical analysis of natural language communication and for all practical applications of natural language processing. ; Part I The Interfaces and Components: Methodological Foundations.- Interfaces.- Data Structure and Algorithm.- Concept Types and Concept Tokens.- Forms of Thinking.- Part II The Major Constructions of Natural Language: Intra-propositional Functor-Argument Structure.- Extra-propositional Functor-Argument Structure.- Intra-propositional Coordination.- Extra-propositional Coordination.- Intra-propositional and Extra-propositional Coreference.- Part III Formal Fragments: DBS.1: Hearer Mode.- DBS.1: Speaker-Mode.- DBS.2: Hearer-Mode.- DBS.2: Speaker-Mode.- DBS.3: Adnominal and Adverbial Modifiers.- Appendices: Universal Basis of Word Order Variation.- Declarative Description of the Motor Procedure.- Glossary.- Bibliography.- Name Index.-Subject Index; From the reviews: "Roland Hausser’s book provides a clear and detailed introduction into the field of database semantics (or DBS). The task of the database semantics project is to provide a model of natural language communication between human agents and robots. … The book is divided into three parts. … This is a competent and carefully crafted book. … The book will be valuable for instructors and graduate students in computer science and linguistics. Advanced undergraduates may also study it with profit." (Sandy Berkovski, Natural Language Engineering, Vol. 15 (3), 2009) ; The first book on the Database Semantics theory, where natural communication is considered a transfer of content from the speaker's database into the hearer's database using natural language signs ; DE http://www.deepdyve.com/assets/images/DeepDyve-Logo-lg.png

A Computational Model of Natural Language Communication Interpretation, Inference, and Production in Database Semantics

365 pages

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References (2)

Publisher
Springer Berlin Heidelberg
Copyright
Copyright © Springer Basel AG
DOI
10.1007/3-540-35477-8
Publisher site
See Book on Publisher Site

Abstract

The ideal of using human language to control machines requires a practical theory of natural language communication that includes grammatical analysis of language signs, plus a model of the cognitive agent, with interfaces for recognition and action, an internal database, and an algorithm for reading content in and out. This book offers a functional framework for theoretical analysis of natural language communication and for practical applications of natural language processing. ; Everyday life would be easier if we could simply talk with machines instead of having to program them. Before such talking robots can be built, however, there must be a theory of how communicating with natural language works. This requires not only a grammatical analysis of the language signs, but also a model of the cognitive agent, with interfaces for recognition and action, an internal database, and an algorithm for reading content in and out. In Database Semantics, these ingredients are used for reconstructing natural language communication as a mechanism for transferring content from the database of the speaker to the database of the hearer. Part I of this book presents a high-level description of an artificial agent which humans can freely communicate with in their accustomed language. Part II analyzes the major constructions of natural language, i.e., intra- and extrapropositional functor - argument structure, coordination, and coreference, in the speaker and the hearer mode. Part III defines declarative specifications for fragments of English, which are used for an implementation in Java. The book provides researchers, graduate students and software engineers with a functional framework for the theoretical analysis of natural language communication and for all practical applications of natural language processing. ; Part I The Interfaces and Components: Methodological Foundations.- Interfaces.- Data Structure and Algorithm.- Concept Types and Concept Tokens.- Forms of Thinking.- Part II The Major Constructions of Natural Language: Intra-propositional Functor-Argument Structure.- Extra-propositional Functor-Argument Structure.- Intra-propositional Coordination.- Extra-propositional Coordination.- Intra-propositional and Extra-propositional Coreference.- Part III Formal Fragments: DBS.1: Hearer Mode.- DBS.1: Speaker-Mode.- DBS.2: Hearer-Mode.- DBS.2: Speaker-Mode.- DBS.3: Adnominal and Adverbial Modifiers.- Appendices: Universal Basis of Word Order Variation.- Declarative Description of the Motor Procedure.- Glossary.- Bibliography.- Name Index.-Subject Index; From the reviews: "Roland Hausser’s book provides a clear and detailed introduction into the field of database semantics (or DBS). The task of the database semantics project is to provide a model of natural language communication between human agents and robots. … The book is divided into three parts. … This is a competent and carefully crafted book. … The book will be valuable for instructors and graduate students in computer science and linguistics. Advanced undergraduates may also study it with profit." (Sandy Berkovski, Natural Language Engineering, Vol. 15 (3), 2009) ; The first book on the Database Semantics theory, where natural communication is considered a transfer of content from the speaker's database into the hearer's database using natural language signs ; DE

Published: Sep 28, 2006

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