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Automatic Text Summarization (Cognitive Science and Knowledge Management) - Hardcover

 
9781848216686: Automatic Text Summarization (Cognitive Science and Knowledge Management)
Hardcover
ISBN 10: 1848216688 ISBN 13: 9781848216686
Verlag: Wiley-ISTE, 2014

Inhaltsangabe

Textual information in the form of digital documents quickly accumulates to create huge amounts of data. The majority of these documents are unstructured: it is unrestricted text and has not been organized into traditional databases. Processing documents is therefore a perfunctory task, mostly due to a lack of standards. It has thus become extremely difficult to implement automatic text analysis tasks. Automatic Text Summarization (ATS), by condensing the text while maintaining relevant information, can help to process this ever-increasing, difficult-to-handle, mass of information.

This book examines the motivations and different algorithms for ATS. The author presents the recent state of the art before describing the main problems of ATS, as well as the difficulties and solutions provided by the community. The book provides recent advances in ATS, as well as current applications and trends. The approaches are statistical, linguistic and symbolic. Several examples are also included in order to clarify the theoretical concepts.

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Über die Autorin bzw. den Autor

Juan-Manuel Torres-Moreno is Associate Professor at the Université d'Avignon et des Pays de Vaucluse (UAPV) in France and is head of the research team Natural Language Processing (NLP/TALNE) at the Laboratoire Informatique d'Avignon (LIA). His current research lies within the field of NLP where he is investigating techniques for ATS. His other research interests include sentence compression, information retrieval, machine learning and artificial consciousness.

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Verlag
Wiley-ISTE
Erscheinungsdatum
2014
Sprache
Englisch
ISBN 10 
1848216688
ISBN 13 
9781848216686
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
376
Herausgeber
Torres-Moreno Juan-Manuel
Kontakt zum Hersteller
Wiley-VCH GmbH
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