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Multi-Dimensional Summarization in Cyber-Physical Society af Hai Zhuge

Multi-Dimensional Summarization in Cyber-Physical Society (Computer Science Reviews and Trends)

(E-bog, ePub)

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Beskrivelse: Text summarization has been studied for over a half century, but traditional methods process texts empirically and neglect the fundamental characteristics and princi... Læs mere

Text summarization has been studied for over a half century, but traditional methods process texts empirically and neglect the fundamental characteris... Læs mere

Produktdetaljer:

Sprog:
Engelsk
ISBN-13:
9780128034644
Sideantal:
204
Udgivet:
21-11-2016
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(E-bog, PDF), Engelsk
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Forlagets beskrivelse
Text summarization has been studied for over a half century, but traditional methods process texts empirically and neglect the fundamental characteristics and principles of language use and understanding. Automatic summarization is a desirable technique for processing big data. This reference summarizes previous text summarization approaches in a multi-dimensional category space, introduces a multi-dimensional methodology for research and development, unveils the basic characteristics and principles of language use and understanding, investigates some fundamental mechanisms of summarization, studies dimensions on representations, and proposes a multi-dimensional evaluation mechanism. Investigation extends to incorporating pictures into summary and to the summarization of videos, graphs and pictures, and converges to a general summarization method. Further, some basic behaviors of summarization are studied in the complex cyber-physical-social space. Finally, a creative summarization mechanism is proposed as an effort toward the creative summarization of things, which is an open process of interactions among physical objects, data, people, and systems in cyber-physical-social space through a multi-dimensional lens of semantic computing. The author's insights can inspire research and development of many computing areas.The first book that proposes the method for the summarization of things in cyber-physical society through a multi-dimensional lens of semantic computing.A transformation from the traditional application-driven research paradigm into a data-driven research paradigm for creative summarization through information modeling, cognitive modeling and knowledge modeling.A multi-dimensional methodology for studying, managing, creating and applying methods.

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