Multi Dimensional Summarization in Cyber Physical Society

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  • Publisher : Morgan Kaufmann
  • Release : 14 November 2016
  • ISBN : 9780128034644
  • Page : 204 pages
  • Rating : 4.5/5 from 103 voters

Multi Dimensional Summarization in Cyber Physical Society Book PDF summary

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.

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Multi-Dimensional Summarization in Cyber-Physical Society

Multi-Dimensional Summarization in Cyber-Physical Society
  • Author : Hai Zhuge
  • Publisher : Morgan Kaufmann
  • Release Date : 2016-11-14
  • ISBN : 9780128034644
DOWNLOAD BOOKMulti-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

Cyber-Physical-Social Intelligence

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  • Publisher : Springer Nature
  • Release Date : 2020-11-12
  • ISBN : 9789811373114
DOWNLOAD BOOKCyber-Physical-Social Intelligence

This book explores next-generation artificial intelligence based on the symbiosis between humans, machines and nature, including the rules and emerging patterns of recognition, and the integration and optimization of various flows through cyberspace, physical space and social space. It unveils a reciprocal human-machine-nature symbiotic mechanism together with relevant rules on structuring and evolving reality, and also proposes a multi-dimensional space for modelling reality and managing the methodologies for exploring reality. As such it lays the foundation for the emerging research

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Advances in Human Factors in Cybersecurity
  • Author : Isabella Corradini,Enrico Nardelli,Tareq Ahram
  • Publisher : Springer Nature
  • Release Date : 2020-07-03
  • ISBN : 9783030525811
DOWNLOAD BOOKAdvances in Human Factors in Cybersecurity

This book reports on the latest research and developments in the field of human factors in cybersecurity. It analyzes how the human vulnerabilities can be exploited by cybercriminals and proposes methods and tools to increase cybersecurity awareness. The chapters cover the social, economic and behavioral aspects of the cyberspace, providing a comprehensive perspective to manage cybersecurity risks. By gathering the proceedings of the AHFE Virtual Conference on Human Factors Cybersecurity, held on July 16–20, 2020, this book offers a timely perspective of

Digital Transformation and the World Economy

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  • Author : Andreĭ Ivanovich Rudskoĭ,Askar Akaevich Akaev,Tessaleno C. Devezas
  • Publisher : Springer Nature
  • Release Date : 2022-08-17
  • ISBN : 9783030898328
DOWNLOAD BOOKDigital Transformation and the World Economy

Nanotechnology, biotechnology, information technology, and cognitive sciences are contributing to the emergence of intelligent computers and robots with elements of artificial intelligence and intelligent machines. This book postulates that these developments are accelerating the technological substitution of jobs and the shift in labor demand towards high qualification levels, putting the jobs of lower-skilled labor at risk. The digital economy is poised to increase the demand for highly qualified specialists in STEM fields (scientific research, innovative technologies, engineering, and mathematics serving

The Knowledge Grid

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  • Author : Anonim
  • Publisher : World Scientific
  • Release Date : 2012
  • ISBN : 9789814439954
DOWNLOAD BOOKThe Knowledge Grid

The Knowledge Grid is an intelligent and sustainable interaction environment that consists of autonomous individuals, self-organized semantic communities, adaptive networking mechanisms, evolving semantic link networks keeping meaningful connection between individuals, flows for dynamic resource sharing, and mechanisms supporting effective resource management and providing appropriate knowledge services for learning, innovation, teamwork, problem solving, and decision making. This book presents its methodology, theory, models and applications systematically for the first time.Its second editio

Big Data Analytics for Cyber-Physical System in Smart City

Big Data Analytics for Cyber-Physical System in Smart City
  • Author : Mohammed Atiquzzaman,Neil Yen,Zheng Xu
  • Publisher : Springer Nature
  • Release Date : 2020-12-17
  • ISBN : 9789813345720
DOWNLOAD BOOKBig Data Analytics for Cyber-Physical System in Smart City

This book gathers a selection of peer-reviewed papers presented at the second Big Data Analytics for Cyber-Physical System in Smart City (BDCPS 2020) conference, held in Shanghai, China, on 28–29 December 2020. The contributions, prepared by an international team of scientists and engineers, cover the latest advances made in the field of machine learning, and big data analytics methods and approaches for the data-driven co-design of communication, computing, and control for smart cities. Given its scope, it offers a valuable resource for all

The Theory of Laser Materials Processing

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  • Author : John Dowden,Wolfgang Schulz
  • Publisher : Springer
  • Release Date : 2017-06-16
  • ISBN : 9783319567112
DOWNLOAD BOOKThe Theory of Laser Materials Processing

The revised edition of this important reference volume presents an expanded overview of the analytical and numerical approaches employed when exploring and developing modern laser materials processing techniques. The book shows how general principles can be used to obtain insight into laser processes, whether derived from fundamental physical theory or from direct observation of experimental results. The book gives readers an understanding of the strengths and limitations of simple numerical and analytical models that can then be used as the

Challenges, Opportunities, and Dimensions of Cyber-Physical Systems

Challenges, Opportunities, and Dimensions of Cyber-Physical Systems
  • Author : Krishna, P. Venkata
  • Publisher : IGI Global
  • Release Date : 2014-11-30
  • ISBN : 9781466673137
DOWNLOAD BOOKChallenges, Opportunities, and Dimensions of Cyber-Physical Systems

Recent advances in science and engineering have led to the proliferation of cyber-physical systems. Now viewed as a pivotal area of research, the application of CPS has expanded into several new and innovative areas. Challenges, Opportunities, and Dimensions of Cyber-Physical Systems explores current trends and enhancements of CPS, highlighting the critical need for further research and advancement in this field. Focusing on architectural fundamentals, interdisciplinary functions, and futuristic implications, this book is an imperative reference source for scholars, engineers, and