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ACP-based social computing and parallel intelligence: Societies 5.0 and beyond 被引量:21

ACP-based social computing and parallel intelligence: Societies 5.0 and beyond
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摘要 Social computing, as the technical foundation of future computational smart societies, has the potential to improve the effectiveness of opensource big data usage, systematically integrate a variety of elements including time, human, resources, scenarios, and organizations in the current cyber-physical-social world, and establish a novel social structure with fair information, equal rights, and a flat configuration. Meanwhile, considering the big modeling gap between the model world and the physical world, the concept of parallel intelligence is introduced. With the help of software-defined everything, parallel intelligence bridges the big modeling gap by means of constructing artificial systems where computational experiments can be implemented to verify social policies, economic strategies, and even military operations. Artificial systems play the role of "social laboratories" in which decisions are computed before they are executed in our physical society. Afterwards, decisions with the expected outputs are executed in parallel in both the artificial and physical systems to interactively sense, compute, evaluate and adjust system behaviors in real-time, leading system behaviors in the physical system converging to those proven to be optimal in the artificial ones. Thus, the smart guidance and management for our society can be achieved.
作者 XiaoWang Lingxi Li Yong Yuan Peijun Ye Fei-Yue Wang XiaoWang;Lingxi Li;Yong Yuan;Peijun Ye;Fei-Yue Wang(The State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Chinese Academy of Sciences, Beijing 100190, China;Qingduo Academy of Intelligent Industries, Qingduo 266100, China;Department of Electrical and Computer Engineering, Purdue School of Engineering and Technology, Indiana University-Purdue University Indianapolis, Indianapolis, IN 46202, USA)
出处 《CAAI Transactions on Intelligence Technology》 2016年第4期377-393,共17页 智能技术学报(英文)
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