A Computational Model of Natural Language Communication

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.

Zusammenfassung
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.

Inhalt

The Communication Mechanism of Cognition.- Matters of Method.- Interfaces and Components.- Data Structure and Algorithm.- Concept Types and Concept Tokens.- Forms of Thinking.- The Major Constructions of Natural Language.- Intrapropositional Functor-Argument Structure.- Extrapropositional Functor-Argument Structure.- Intrapropositional Coordination.- Extrapropositional Coordination.- Intrapropositional and Extrapropositional Coreference.- The Declarative Specification of Formal Fragments.- DBS.1: Hearer Mode.- DBS.1: Speaker Mode.- DBS.2: Hearer Mode.- DBS.2: Speaker Mode.- DBS.3: Adnominal and Adverbial Modifiers.