Language Processing with Perl and Prolog

Theories, Implementation, and Application

Nonfiction, Reference & Language, Language Arts, Linguistics, Computers, Advanced Computing, General Computing
Cover of the book Language Processing with Perl and Prolog by Pierre M. Nugues, Springer Berlin Heidelberg
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Pierre M. Nugues ISBN: 9783642414640
Publisher: Springer Berlin Heidelberg Publication: August 6, 2014
Imprint: Springer Language: English
Author: Pierre M. Nugues
ISBN: 9783642414640
Publisher: Springer Berlin Heidelberg
Publication: August 6, 2014
Imprint: Springer
Language: English

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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Springer Berlin Heidelberg

Cover of the book Fundamentals of Quantum Physics by Pierre M. Nugues
Cover of the book Basics of Cutting and Abrasive Processes by Pierre M. Nugues
Cover of the book Führung und Gefühl by Pierre M. Nugues
Cover of the book Unsupervised Classification by Pierre M. Nugues
Cover of the book Psychopharmacoendocrinology and Depression Research by Pierre M. Nugues
Cover of the book Fundamental Approaches to Software Engineering by Pierre M. Nugues
Cover of the book Landslide Disaster Mitigation in Three Gorges Reservoir, China by Pierre M. Nugues
Cover of the book Skin Models by Pierre M. Nugues
Cover of the book Feature Coding for Image Representation and Recognition by Pierre M. Nugues
Cover of the book BilderRecht by Pierre M. Nugues
Cover of the book Peptides in Oncology II by Pierre M. Nugues
Cover of the book Chemotherapy and Radiotherapy of Gastrointestinal Tumors by Pierre M. Nugues
Cover of the book Anders leben - anders sterben by Pierre M. Nugues
Cover of the book Complex and Adaptive Dynamical Systems by Pierre M. Nugues
Cover of the book Economic Policy in a Monetary Union by Pierre M. Nugues
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy