Series: Natural Language Processing (Book 3)
Paperback: 298 pages
Publisher: John Benjamins Publishing Company (June 1, 2001)
Language: English
ISBN-10: 1588110605
ISBN-13: 978-1588110602
Description :
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.
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