Toward a Paradigm shift in social computing: The ACP approach

被引:171
作者
Wang, Fei-Yue [1 ]
机构
[1] Chinese Acad Sci, Key Lab Complex Syst & Intelligence Sci, Beijing 100864, Peoples R China
基金
中国国家自然科学基金;
关键词
D O I
10.1109/MIS.2007.4338496
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
ACP approach is a new science for social studies of integrated cyber and physical worlds involving artificial societies for modeling, computational experiments for analysis, and parallel execution for control. Modeling with artificial societies has three main parts such as agents, environments, and rules for interactions. A model society represented by an artificial system is considered real and recognize intrinsic limits and constraints when dealing with complex systems. Modeling of artificial societies design and conduct controllable experiments that are easy to manipulate and repeat and evaluate and analyze factors in social-computing problems. Control through parallel execution involves three modes such as learning and training, experimenting and evaluating, and controlling and managing.
引用
收藏
页码:65 / 67
页数:3
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