Automatic summarization

書誌事項

Automatic summarization

Inderjeet Mani

(Natural language processing, 3)

John Benjamins Publishing Company, c2001

  • : Eur : Hb
  • : Eur : Pb
  • : US : Hb
  • : US : Pb

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注記

Includes bibliographical references (p. [263]-277) and index

内容説明・目次

内容説明

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.

目次

  • 1. Preface
  • 2. Preliminaries
  • 3. Professional summarizing
  • 4. Extraction
  • 5. Revision
  • 6. Discourse-level information
  • 7. Abstraction
  • 8. Multi-document summarization
  • 9. Multimedia summarization
  • 10. Evaluation
  • 11. Postscript
  • 12. References
  • 13. Index

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詳細情報
  • NII書誌ID(NCID)
    BA54217859
  • ISBN
    • 9027249857
    • 9027249865
    • 1588110591
    • 1588110605
  • LCCN
    01035017
  • 出版国コード
    ne
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    Amsterdam
  • ページ数/冊数
    xi, 285 p.
  • 大きさ
    ill. ; 23 cm
  • 分類
  • 件名
  • 親書誌ID
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