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Record Nr. |
UNINA9910966036503321 |
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Autore |
Mani Inderjeet |
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Titolo |
Automatic summarization / / Inderjeet Mani |
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Pubbl/distr/stampa |
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Amsterdam ; ; Philadelphia, : J. Benjamins Pub. Co., c2001 |
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ISBN |
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9786612163302 |
9781282163300 |
1282163302 |
9789027299109 |
9027299102 |
9789027249869 |
9027249865 |
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Edizione |
[1st ed.] |
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Descrizione fisica |
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Collana |
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Natural language processing ; ; 3 |
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Disciplina |
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Soggetti |
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Lingua di pubblicazione |
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Formato |
Materiale a stampa |
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Livello bibliografico |
Monografia |
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Note generali |
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Bibliographic Level Mode of Issuance: Monograph |
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Nota di bibliografia |
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Includes bibliographical references and index. |
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Nota di contenuto |
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Automatic Summarization -- Editorial page -- Title page -- LCC data -- Table of ontents -- Preface -- Chapter 1. Preliminaries -- Chapter 2. Professional summarizing -- Chapter 3. Extraction -- Chapter 4. Revision -- Chapter 5. Discourse-level information -- Chapter 6. Abstraction -- Chapter 7. Multi-document summarization -- Chapter 8. Multimedia summarization -- Chapter 9. Evaluation -- Chapter 10. Postscript -- References -- Index. |
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Sommario/riassunto |
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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 |
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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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