Multi-Dimensional Summarization In Cyber-Physical Society (Computer Science Reviews And Trends)
Elsevier
ISBN13:
9780128034552
$50.51
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.
- | Author: Hai Zhuge
- | Publisher: Elsevier
- | Publication Date: Nov 21, 2016
- | Number of Pages: 204 pages
- | Language: English
- | Binding: Paperback
- | ISBN-10: 0128034556
- | ISBN-13: 9780128034552
- Author:
- Hai Zhuge
- Publisher:
- Elsevier
- Publication Date:
- Nov 21, 2016
- Number of pages:
- 204 pages
- Language:
- English
- Binding:
- Paperback
- ISBN-10:
- 0128034556
- ISBN-13:
- 9780128034552