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Research on key technologies of social computing for urban complex system
- Chinese Journal of Intelligent Science and Technology Vol. 3, Issue 2, Pages: 228-233(2021)
- 作者机构：
1. 北京市大数据中心，北京 100101
2. 数据堂（北京）科技股份有限公司，北京 100192
3. 中国科学院自动化研究所，北京 100190
4. 青岛智能产业技术研究院，山东 青岛 256200
5. 武汉大学电气与自动化学院，湖北 武汉 430072
- 作者简介：
- 基金信息：
DOI：10.11959/j.issn.2096-6652.202124
CLC： F49-
Published Online：2021-06，
Published：15 June 2021
- 稿件说明：
移动端阅览
Xiaofeng JIA, Song GAO, Xi JIANG, et al. Research on key technologies of social computing for urban complex system[J]. Chinese journal of intelligent science and technology, 2021, 3(2): 228-233.
Xiaofeng JIA, Song GAO, Xi JIANG, et al. Research on key technologies of social computing for urban complex system[J]. Chinese journal of intelligent science and technology, 2021, 3(2): 228-233. DOI： 10.11959/j.issn.2096-6652.202124.
摘要
城市复杂系统存在要素众多分散、关系复杂多维、结构动态变化且社会功能耦合度高等特点，其中实时全域数据感知、分级分权协同调度、复杂动态关系构建是城市复杂系统精准建模与精细管理的关键问题。基于ACP平行智能方法的社会计算为解决上述问题提供了理论基础。基于此，面向城市复杂系统大规模、多模态、高维度、全要素进行建模，基于虚实对偶平行调控的链码机制，提出社会计算关键技术并设计其系统架构，实现城市复杂系统的全域链通和多态应用。该架构可以为面向未来的分布式、智能化、主动响应的复杂城市管理提供重要范式。
Abstract
Urban complex system has the characteristics of multiple scattered elements
complex multi-dimensional relationships
dynamic structural changes and high degree of social function coupling.Real-time global data perception
hierarchical decentralized collaborative scheduling and complex dynamic relationship construction are the key issues of accurate modeling and fine management of urban system.The social computing technologies based on ACP parallel intelligent method provides theoretical basis for the problems.Based on this
the large-scale
multi-modal
high-dimensional and total factor modeling of urban complex system was carried out.Based on the chain code mechanism of virtual-real dual parallel regulation
the key technologies of social computing were proposed and its system architecture was designed to realize the global chain communication and polymorphic application of urban complex system.The architecture can provide an important paradigm for the oriented distributed
intelligent and active response of complex urban management in the future.
关键词
Keywords
references
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