Multi-dimensional summarization in cyber-physical society


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 insights can inspire research and development of many computing areas.

Divisions: ?? 50811700Jl ??
College of Engineering & Physical Sciences > Systems analytics research institute (SARI)
Uncontrolled Keywords: Summarization,Dimension,cyber-physical society,Artificial intelligence
ISBN: 978-0-12-803455-2
Last Modified: 27 Jun 2024 07:32
Date Deposited: 13 Mar 2020 10:20
Full Text Link:
Related URLs: https://www.els ... 8-0-12-803455-2 (Publisher URL)
PURE Output Type: Book
Published Date: 2016-11-21
Authors: Zhuge, Hai (ORCID Profile 0000-0001-8250-6408)



Version: Accepted Version

Access Restriction: Restricted to Repository staff only

Export / Share Citation


Additional statistics for this record