Produktbild: Cyber-Physical-Social Intelligence
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Cyber-Physical-Social Intelligence On Human-Machine-Nature Symbiosis

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Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

13.11.2020

Abbildungen

XVIII, 82 illus., 78 illus. in color., schwarz-weiss Illustrationen, farbige Illustrationen

Verlag

Springer Singapore

Seitenzahl

351

Maße (L/B/H)

24,1/16/2,6 cm

Gewicht

666 g

Auflage

1st ed. 2020

Sprache

Englisch

ISBN

978-981-13-7310-7

Beschreibung

Produktdetails

Einband

Gebundene Ausgabe

Erscheinungsdatum

13.11.2020

Abbildungen

XVIII, 82 illus., 78 illus. in color., schwarz-weiss Illustrationen, farbige Illustrationen

Verlag

Springer Singapore

Seitenzahl

351

Maße (L/B/H)

24,1/16/2,6 cm

Gewicht

666 g

Auflage

1st ed. 2020

Sprache

Englisch

ISBN

978-981-13-7310-7

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: GPSR Kontakt

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  • Produktbild: Cyber-Physical-Social Intelligence
  • 1 Introduction1.1 Cyber-Physical Society1.2 Data1.2.1 General definition of data1.2.2 Data for computing1.2.3 The philosophy of between material and mind1.2.4 Views on Big Data1.2.5 Big networks of data and humans1.2.6 The shift of science paradigm1.2.7 The fourth industrial revolution1.2.8 Observed system, data, information, knowledge, humans and machines1.2.9 Problems2 Discovering Implicit Semantic Link in Cyber-Physical Society2.1 Semantic Link2.2 A brief history of Semantic Link Network2.3 Knowledge flowing through semantic links2.4 Modeling with local views and global views2.5 The Big Gap2.6 The Levels of Representation2.7 The semantic link networks that enable intelligence3 Dimensions on Data3.1 Different views of Dimension3.2 Dimensions on Big Data3.3 Multi-dimensional category space3.4 Complex multi-dimensional space and the tasks of analysis4 Multi-Dimensional Analytics4.1 Data operation dimension4.2 System behavior dimension4.3 Value dimension4.4 Time dimension4.5 Human dimension4.6 Strategic planning on multiple dimensions an example5 Unconventional Mapping from Data Space into Knowledge Space5.1 Mapping Representations into Wikipedia5.2 Mapping data space into knowledge space with cognition5.3 Mapping data into human-level concepts5.4 Mapping from representation into knowledge through complex modeling5.5 From correlation to knowledge5.6 Human representation and machine representation5.7 Knowledge flow through cognitive systems 6 Cyber-Physical-Social Infrastructure6.1 The development of Cyber-Infrastructure6.2 Big gaps between humans and machines       6.3 Incorporating cognitive architecture into cyber-infrastructure7 Communities of Cognition and Practice8 New Paradigm of Science8.1 The evolving paradigm of science8.2 Science process with data, concept, motivation, thinking, knowledge and interaction9 The Nature of Big Data Computing9.1 The computing nature       9.2 Problem-driven, data-driven, and data-based problem driven9.3 Beyond Turing test9.4 Analogical mapping       9.5 Toward an open interactive computing10 Mapping through Social Space11 The Emergence of Cyber-Physical-Social Intelligence11.1 Fundamental problem11.2 Methodology11.3 Understanding: extensible mapping from reality into mental space       11.4 Cyber-Physical-Social-Mental Computing11.5 Laws of the complex system12 Conclusion13 References