Computer Science Reviews and Trends Multi-Dimensional Summarization in Cyber-Physical Society - Hai Zhuge Kartoniert (TB)

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 s tudies 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.