Multi-Dimensional Summarization in Cyber-Physical Society

Nonfiction, Computers, Computer Hardware, Microprocessors, Application Software, Business Software, Science & Nature, Technology
Cover of the book Multi-Dimensional Summarization in Cyber-Physical Society by Hai Zhuge, Elsevier Science
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Hai Zhuge ISBN: 9780128034644
Publisher: Elsevier Science Publication: November 14, 2016
Imprint: Elsevier Language: English
Author: Hai Zhuge
ISBN: 9780128034644
Publisher: Elsevier Science
Publication: November 14, 2016
Imprint: Elsevier
Language: English

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.
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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.

More books from Elsevier Science

Cover of the book Fundamentals of Evaluation and Diagnostics of Welded Structures by Hai Zhuge
Cover of the book Waste-to-Energy by Hai Zhuge
Cover of the book Biological Research on Addiction by Hai Zhuge
Cover of the book The Planning Guide to Piping Design by Hai Zhuge
Cover of the book The Cardiovascular System by Hai Zhuge
Cover of the book CUDA Fortran for Scientists and Engineers by Hai Zhuge
Cover of the book Principles of Cellular Engineering by Hai Zhuge
Cover of the book Nuclear Structure 1985 by Hai Zhuge
Cover of the book Advances in Cancer Research by Hai Zhuge
Cover of the book Developing High Quality Data Models by Hai Zhuge
Cover of the book Advances in Computers by Hai Zhuge
Cover of the book Spectroscopy of Polymer Nanocomposites by Hai Zhuge
Cover of the book Advances in Geophysics by Hai Zhuge
Cover of the book 5G Networks by Hai Zhuge
Cover of the book Chemical Process Safety by Hai Zhuge
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy