Multi-Dimensional Summarization in Cyber-Physical Society

Multi-Dimensional Summarization in Cyber-Physical Society
Author :
Publisher : Morgan Kaufmann
Total Pages : 205
Release :
ISBN-10 : 9780128034644
ISBN-13 : 0128034645
Rating : 4/5 (645 Downloads)

Book Synopsis Multi-Dimensional Summarization in Cyber-Physical Society by : Hai Zhuge

Download or read book Multi-Dimensional Summarization in Cyber-Physical Society written by Hai Zhuge and published by Morgan Kaufmann. This book was released on 2016-11-14 with total page 205 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Multi-Dimensional Summarization in Cyber-Physical Society Related Books

Multi-Dimensional Summarization in Cyber-Physical Society
Language: en
Pages: 205
Authors: Hai Zhuge
Categories: Computers
Type: BOOK - Published: 2016-11-14 - Publisher: Morgan Kaufmann

GET EBOOK

Text summarization has been studied for over a half century, but traditional methods process texts empirically and neglect the fundamental characteristics and p
Cyber-Physical-Social Intelligence
Language: en
Pages: 358
Authors: Hai Zhuge
Categories: Computers
Type: BOOK - Published: 2020-11-12 - Publisher: Springer Nature

GET EBOOK

This book explores next-generation artificial intelligence based on the symbiosis between humans, machines and nature, including the rules and emerging patterns
Digital Transformation and the World Economy
Language: en
Pages: 243
Authors: Andrei Rudskoi
Categories: Business & Economics
Type: BOOK - Published: 2022-01-24 - Publisher: Springer Nature

GET EBOOK

Nanotechnology, biotechnology, information technology, and cognitive sciences are contributing to the emergence of intelligent computers and robots with element
Knowledge Grid, The: Toward Cyber-physical Society (2nd Edition)
Language: en
Pages: 523
Authors: Hai Zhuge
Categories: Computers
Type: BOOK - Published: 2012-09-11 - Publisher: World Scientific

GET EBOOK

The Knowledge Grid is an intelligent and sustainable interaction environment that consists of autonomous individuals, self-organized semantic communities, adapt
Dimensions of Personality
Language: en
Pages: 406
Authors: Martin Rein
Categories: Psychology
Type: BOOK - Published: 2018-02-06 - Publisher: Routledge

GET EBOOK

This is the original work on which Hans Eysenck's fifty years of research have been built. It introduced many new ideas about the nature and measurement of pers