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Multi-Dimensional Summarization in Cyber-Physical Society

Multi-Dimensional Summarization in Cyber-Physical Society

          
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About the Book

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.


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Product Details
  • ISBN-13: 9780128034552
  • Publisher: Elsevier
  • Publisher Imprint: Elsevier
  • Depth: 8
  • Language: English
  • Returnable: N
  • Spine Width: 13 mm
  • Width: 150 mm
  • ISBN-10: 0128034556
  • Publisher Date: 21 Nov 2016
  • Binding: Paperback
  • Height: 226 mm
  • No of Pages: 204
  • Series Title: Computer Science Reviews and Trends
  • Weight: 281 gr


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