Natural Language Processing for Online Applications : Text Retrieval, Extraction and Categorization.

Format:

Book

Author/Creator:

Jackson, Peter, 1948- Author.

Moulinier, Isabelle, Author.

Series:

Natural language processing Natural language processing for online applications

Language:

English

Subjects (All):

Natural language processing (Computer science).

Physical Description:

1 online resource (236 p.)

Edition:

1st ed.

Language Note:

English

Summary:

This text covers the technologies of document retrieval, information extraction, and text categorization in a way which highlights commonalities in terms of both general principles and practical concerns. It assumes some mathematical background on the part of the reader, but the chapters typically begin with a non-mathematical account of the key issues. Current research topics are covered only to the extent that they are informing current applications; detailed coverage of longer term research and more theoretical treatments should be sought elsewhere. There are many pointers at the ends of the chapters that the reader can follow to explore the literature. However, the book does maintain a strong emphasis on evaluation in every chapter both in terms of methodology and the results of controlled experimentation.

Contents:

Natural Language Processing for Online Applications

Editorial page

Title page

LCC data

Table of contents

Preface

Chapter 1: Natural language processing

Chapter 2: Document retrieval

Chapter 3: Information extraction

Chapter 4: Text categorization

Chapter 5: Towards text mining

Index

Natural Language Processing.

Notes:

Bibliographic Level Mode of Issuance: Monograph

ISBN:

9786612154560

9781282154568

1282154567

9789027292445

9027292442

OCLC:

648254343