Name: Language Processing With Perl and Prolog: Theories, Implementation, and Application (Cognitive Technologies) (en Inglés)
SKU: 57654480
Price: 110.59 USD
Availability: InStock
Author: Pierre M. Nugues
ISBN: 9783662500293

portada Language Processing With Perl and Prolog: Theories, Implementation, and Application (Cognitive Technologies) (en Inglés)

Language Processing With Perl and Prolog: Theories, Implementation, and Application (Cognitive Technologies) (en Inglés)

Formato

Libro Físico

Editorial

Springer

Autor

Pierre M. Nugues

Idioma

Inglés

N° páginas

687

Encuadernación

Tapa Blanda

ISBN13

9783662500293

N° edición

Language Processing With Perl and Prolog: Theories, Implementation, and Application (Cognitive Technologies) (en Inglés)

Pierre M. Nugues (Autor) · Springer · Tapa Blanda

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Reseña del libro "Language Processing With Perl and Prolog: Theories, Implementation, and Application (Cognitive Technologies) (en Inglés)"

The areas of natural language processing and computational linguistics have continued to grow in recent years, driven by the demand to automatically process text and spoken data. With the processing power and techniques now available, research is scaling up from lab prototypes to real-world, proven applications.This book teaches the principles of natural language processing, first covering practical linguistics issues such as encoding and annotation schemes, defining words, tokens and parts of speech and morphology, as well as key concepts in machine learning, such as entropy, regression and classification, which are used throughout the book. It then details the language-processing functions involved, including part-of-speech tagging using rules and stochastic techniques, using Prolog to write phase-structure grammars, syntactic formalisms and parsing techniques, semantics, predicate logic and lexical semantics and analysis of discourse and applications in dialogue systems. A key feature of the book is the author's hands-on approach throughout, with sample code in Prolog and Perl, extensive exercises, and a detailed introduction to Prolog. The reader is supported with a companion website that contains teaching slides, programs and additional material.The second edition is a complete revision of the techniques exposed in the book to reflect advances in the field the author redesigned or updated all the chapters, added two new ones and considerably expanded the sections on machine-learning techniques.