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Multi Dimensional Summarization in Cyber Physical Society

Multi Dimensional Summarization in Cyber Physical Society
  • Author : Hai Zhuge
  • Publsiher : Morgan Kaufmann
  • Release : 14 November 2016
  • ISBN : 0128034645
  • Pages : 204 pages
  • Rating : 4/5 from 21 ratings
GET THIS BOOKMulti Dimensional Summarization in Cyber Physical Society

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.


Multi-Dimensional Summarization in Cyber-Physical Society

Multi-Dimensional Summarization in Cyber-Physical Society
  • Author : Hai Zhuge
  • Publisher : Morgan Kaufmann
  • Release : 14 November 2016
GET THIS 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

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Cyber-Physical-Social Intelligence

Cyber-Physical-Social Intelligence
  • Author : Hai Zhuge
  • Publisher : Springer
  • Release : 13 November 2020
GET THIS 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

Advances in Human Factors in Cybersecurity
  • Author : Isabella Corradini
  • Publisher : Springer Nature
  • Release : 16 October 2021
GET THIS 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

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The Knowledge Grid

The Knowledge Grid
  • Author : Anonim
  • Publisher : World Scientific
  • Release : 16 October 2021
GET THIS 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

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The Knowledge Grid

The Knowledge Grid
  • Author : Hai Zhuge
  • Publisher : World Scientific
  • Release : 14 December 2004
GET THIS BOOKThe Knowledge Grid

The Knowledge Grid is an intelligent and sustainable interconnection environment that enables people and machines to effectively capture, publish, share and manage knowledge resources. It also provides appropriate on-demand services to support scientific research, technological innovation, cooperative teamwork, problem solving, and decision making. It incorporates epistemology and ontology to reflect human cognitive characteristics; exploits social, ecological and economic principles; and adopts techniques and standards developed during work toward the future web. This book presents its methodology, theory, models and applications

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Cyber-Physical Systems of Systems

Cyber-Physical Systems of Systems
  • Author : Andrea Bondavalli,Sara Bouchenak,Hermann Kopetz
  • Publisher : Springer
  • Release : 16 December 2016
GET THIS BOOKCyber-Physical Systems of Systems

This book is open access under a CC BY 4.0 license. Technical Systems-of-Systems (SoS) – in the form of networked, independent constituent computing systems temporarily collaborating to achieve a well-defined objective – form the backbone of most of today’s infrastructure. The energy grid, most transportation systems, the global banking industry, the water-supply system, the military equipment, many embedded systems, and a great number more, strongly depend on systems-of-systems. The correct operation and continuous availability of these underlying systems-of-systems are fundamental for the

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Cyber-Physical Systems

Cyber-Physical Systems
  • Author : acatech
  • Publisher : Springer Science & Business Media
  • Release : 23 January 2013
GET THIS BOOKCyber-Physical Systems

Today, about 98 percent of microprocessors are already embedded in everyday objects and devices, connected with the outside world through sensors and actuators. They are increasingly networked with one another and on the internet. The physical world and the virtual world - or cyberspace - are merging; cyber-physical systems are developing.Future cyber-physical systems will contribute to security, efficiency, comfort and the health systems as never before, and as a result, they will contribute to solving key challenges of our society,

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Handbook of Industry 4.0 and SMART Systems

Handbook of Industry 4.0 and SMART Systems
  • Author : Diego Galar Pascual,Pasquale Daponte,Uday Kumar
  • Publisher : CRC Press
  • Release : 01 October 2019
GET THIS BOOKHandbook of Industry 4.0 and SMART Systems

Industry 4.0 refers to fourth generation of industrial activity characterized by smart systems and internet-based solutions. This book describes the fourth revolution based on instrumented, interconnected and intelligent assets. The different book chapters provide a perspective on technologies and methodologies developed and deployed leading to this concept. With an aim to increase performance, productivity and flexibility, major application area of maintenance through smart system has been discussed in detail. Applicability of 4.0 in transportation, energy and infrastructure is explored, with effects on

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Sentiment Analysis in Social Networks

Sentiment Analysis in Social Networks
  • Author : Federico Alberto Pozzi,Elisabetta Fersini,Enza Messina,Bing Liu
  • Publisher : Morgan Kaufmann
  • Release : 06 October 2016
GET THIS BOOKSentiment Analysis in Social Networks

The aim of Sentiment Analysis is to define automatic tools able to extract subjective information from texts in natural language, such as opinions and sentiments, in order to create structured and actionable knowledge to be used by either a decision support system or a decision maker. Sentiment analysis has gained even more value with the advent and growth of social networking. Sentiment Analysis in Social Networks begins with an overview of the latest research trends in the field. It then

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Master Data Management

Master Data Management
  • Author : David Loshin
  • Publisher : Morgan Kaufmann
  • Release : 28 July 2010
GET THIS BOOKMaster Data Management

The key to a successful MDM initiative isn’t technology or methods, it’s people: the stakeholders in the organization and their complex ownership of the data that the initiative will affect. Master Data Management equips you with a deeply practical, business-focused way of thinking about MDM—an understanding that will greatly enhance your ability to communicate with stakeholders and win their support. Moreover, it will help you deserve their support: you’ll master all the details involved in planning

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World Report on Violence and Health

World Report on Violence and Health
  • Author : WHO,World Health Organization
  • Publisher : World Health Organization
  • Release : 16 October 2021
GET THIS BOOKWorld Report on Violence and Health

This report is part of WHO's response to the 49th World Health Assembly held in 1996 which adopted a resolution declaring violence a major and growing public health problem across the world. It is aimed largely at researchers and practitioners including health care workers, social workers, educators and law enforcement officials.

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Embedded System Design

Embedded System Design
  • Author : Peter Marwedel
  • Publisher : Springer Science & Business Media
  • Release : 16 November 2010
GET THIS BOOKEmbedded System Design

Until the late 1980s, information processing was associated with large mainframe computers and huge tape drives. During the 1990s, this trend shifted toward information processing with personal computers, or PCs. The trend toward miniaturization continues and in the future the majority of information processing systems will be small mobile computers, many of which will be embedded into larger products and interfaced to the physical environment. Hence, these kinds of systems are called embedded systems. Embedded systems together with their physical

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