Automatic Summarization

Author
Inderjeet Mani | The MITRE Corporation
HardboundAvailable
ISBN 9789027249852 (Eur) | EUR 110.00
ISBN 9781588110596 (USA) | USD 165.00
 
PaperbackAvailable
ISBN 9789027249869 (Eur) | EUR 33.00
ISBN 9781588110602 (USA) | USD 49.95
 
e-Book
ISBN 9789027299109 | EUR 110.00/33.00*
| USD 165.00/49.95*
 
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With the explosion in the quantity of on-line text and multimedia information in recent years, there has been a renewed interest in automatic summarization. This book provides a systematic introduction to the field, explaining basic definitions, the strategies used by human summarizers, and automatic methods that leverage linguistic and statistical knowledge to produce extracts and abstracts. Drawing from a wealth of research in artificial intelligence, natural language processing, and information retrieval, the book also includes detailed assessments of evaluation methods and new topics such as multi-document and multimedia summarization. Previous automatic summarization books have been either collections of specialized papers, or else authored books with only a chapter or two devoted to the field as a whole. This is the first textbook on the subject, developed based on teaching materials used in two one-semester courses. To further help the student reader, the book includes detailed case studies, accompanied by end-of-chapter reviews and an extensive glossary.

Audience: students and researchers, as well as information technology managers, librarians, and anyone else interested in the subject.

[Natural Language Processing, 3] 2001.  xii, 286 pp.
Publishing status: Available
Table of Contents
“Mani thoroughly analyzes a diverse body of research and demonstrates its relevance to automatic text summarization, and he presents this information in an extended, or organized format. As a first step toward providing a systematic introduction to this increasingly important and rapidly evolving field, this book represents a valuable contribution to the literature.”
“For researchers in the field of machine translation, this book provides a sufficient introduction to summarization to enable them to begin work in cross-lingual summarization.”
“Since this is the only textbook in its field, it will probably become required reading for new researchers, who will assume that it provides a full and balanced view...the book certainly provides a timely and informative overview of automatic summarization, and all researchers with an interest in this important field will wish to have it on their bookshelf.”
“[...] there are no other obvious candidates for comparison as a textbook on automatic document summarization.”
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Subjects

Main BIC Subject

CF: Linguistics

Main BISAC Subject

LAN009000: LANGUAGE ARTS & DISCIPLINES / Linguistics / General
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