Cyber-Physical-Social Intelligence

<div>1 Introduction</div><div>1.1 Cyber-Physical Society</div><div>1.2 Data</div><div>1.2.1 General definition of data</div><div>1.2.2 Data for computing</div><div>1.2.3 The philosophy of between material and mind</div><div>1.2.4 Views on Big Data</div><div>1.2.5 Big networks of data and humans</div><div>1.2.6 The shift of science paradigm</div><div>1.2.7 The fourth industrial revolution</div><div>1.2.8 Observed system, data, information, knowledge, humans and machines</div>1.2.9 Problems<div>2 Discovering Implicit Semantic Link in Cyber-Physical Society</div><div>2.1 Semantic Link</div><div>2.2 A brief history of Semantic Link Network</div><div>2.3 Knowledge flowing through semantic links</div><div>2.4 Modeling with local views and global views</div><div>2.5 The Big Gap</div><div>2.6 The Levels of Representation</div><div>2.7 The semantic link networks that enable intelligence</div><div>3 Dimensions on Data</div><div>3.1 Different views of Dimension</div><div>3.2 Dimensions on Big Data</div><div>3.3 Multi-dimensional category space</div><div>3.4 Complex multi-dimensional space and the tasks of analysis</div><div>4 Multi-Dimensional Analytics</div><div>4.1 Data operation dimension</div><div>4.2 System behavior dimension</div><div>4.3 Value dimension</div>4.4 Time dimension<div>4.5 Human dimension</div><div>4.6 Strategic planning on multiple dimensions  an example</div><div>5 Unconventional Mapping from Data Space into Knowledge Space</div><div>5.1 Mapping Representations into Wikipedia</div><div>5.2 Mapping data space into knowledge space with cognition</div><div>5.3 Mapping data into human-level concepts</div><div>5.4 Mapping from representation into knowledge through complex modeling</div><div>5.5 From correlation to knowledge</div><div>5.6 Human representation and machine representation</div><div>5.7 Knowledge flow through cognitive systems&nbsp;</div><div>6 Cyber-Physical-Social Infrastructure</div><div>6.1 The development of Cyber-Infrastructure</div><div>6.2 Big gaps between humans and machines</div><div>&nbsp; &nbsp; &nbsp; &nbsp;6.3 Incorporating cognitive architecture into cyber-infrastructure</div><div>7 Communities of Cognition and Practice</div><div>8 New Paradigm of Science</div><div>8.1 The evolving paradigm of science</div><div>8.2 Science process with data, concept, motivation, thinking, knowledge and interaction</div><div>9 The Nature of Big Data Computing</div><div>9.1 The computing nature</div><div>&nbsp; &nbsp; &nbsp; &nbsp;9.2 Problem-driven, data-driven, and data-based problem driven</div><div>9.3 Beyond Turing test</div><div>9.4 Analogical mapping</div><div>&nbsp; &nbsp; &nbsp; &nbsp;9.5 Toward an open interactive computing</div><div>10 Mapping through Social Space</div><div>11 The Emergence of Cyber-Physical-Social Intelligence</div><div>11.1 Fundamental problem</div><div>11.2 Methodology</div><div>11.3 Understanding: extensible mapping from reality into mental space</div><div>&nbsp; &nbsp; &nbsp; &nbsp;11.4 Cyber-Physical-Social-Mental Computing</div><div>11.5 Laws of the complex system</div><div>12 Conclusion</div><div>13 References</div><div><br></div>