Automatic Text Summarization (Cognitive Science and Knowledge Management)
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Automatic Text Summarization (Cognitive Science and Knowledge Management)
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Amazon Business : For business-only pricing, quantity discounts and FREE Shipping. Register a free business account Series: Cognitive Science and Knowledge Management Hardcover: 320 pages Publisher: Wiley-ISTE; 1 edition (November 10, 2014) Language: English ISBN-10: 1848216688 ISBN-13: 978-1848216686 Product Dimensions: 6.5 x 1.1 x 9.6 inches
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Book Description
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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