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Automatic Text Summarization

Automatic Text Summarization

by Juan-Manuel Torres-Moreno
Hardback
Publication Date: 31/10/2014
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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.
ISBN:
9781848216686
9781848216686
Category:
Natural language & machine translation
Format:
Hardback
Publication Date:
31-10-2014
Language:
English
Publisher:
ISTE Ltd and John Wiley & Sons Inc
Country of origin:
United Kingdom
Pages:
320
Dimensions (mm):
244x167x26mm
Weight:
0.77kg

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