Risk perception and intelligent decision in complex social information network

doi:10.1108/IMDS-10-2020-0566

CASIA OpenIR > 多模态人工智能系统全国重点实验室 > 互联网大数据与信息安全

	Risk perception and intelligent decision in complex social information network
	Wu, Desheng 1; Song, Jingxiu 1; Bian, Yuan 1; Zheng, Xiaolong2 ; Zhang, Zhu2
发表期刊	INDUSTRIAL MANAGEMENT & DATA SYSTEMS
ISSN	0263-5577
	2020-12-15
页码	12
通讯作者	Wu, Desheng(dwu@ucas.ac.cn)
摘要	Purpose The increase of turbulence sources and risk points under the complex social information network has brought severe challenges. This paper discusses risk perception and intelligent decision-making under the complex social information network to maintain social security and financial security. Design/methodology/approach Cross-modal semantic fusion and social risk perception, temporal knowledge graph and analysis, complex social network intelligent decision-making methods have been studied. A big data computing platform of software and hardware integration for security combat is constructed based on the technical support. Findings The software and hardware integration platform driven by big data can realize joint identification of significant risks, intelligent analysis and large-scale group decision-making. Practical implications The integrated platform can monitor the abnormal operation and potential associated risks of Listed Companies in real-time, reduce information asymmetry and accounting costs and improve the capital market's ability to serve the real economy. It can also provide critical technical support and decision support in necessary public opinion monitoring and control business. Originality/value In this paper, the theory of knowledge-enhanced multi-modal multi-granularity dynamic risk analysis and intelligent group decision-making and the idea of an inference think tank (I-aid-S) is proposed. New technologies and methods, such as association analysis, time series evolution and super large-scale group decision-making, have been established. It's also applied in behavior and situation deduction, public opinion and finance and provides real-time, dynamic, fast and high-quality think tank services.
关键词	Complex information network Risk perception Intelligent decision making Integrated platform
DOI	10.1108/IMDS-10-2020-0566
收录类别	SCI
语种	英语
资助项目	Ministry of Science and Technology of China[2020AAA0108400] ; Ministry of Science and Technology of China[2020AAA0108402] ; National Natural Science Foundation of China[71825007] ; Chinese Academy of Sciences[QYZDB-SSW-SYS021] ; Chinese Academy of Sciences[211211KYSB20180042] ; CAS[XDA2302020]
项目资助者	Ministry of Science and Technology of China ; National Natural Science Foundation of China ; Chinese Academy of Sciences ; CAS
WOS研究方向	Computer Science ; Engineering
WOS类目	Computer Science, Interdisciplinary Applications ; Engineering, Industrial
WOS记录号	WOS:000600828100001
出版者	EMERALD GROUP PUBLISHING LTD
引用统计	被引频次：5[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/42802
专题	多模态人工智能系统全国重点实验室_互联网大数据与信息安全
通讯作者	Wu, Desheng
作者单位	1.Univ Chinese Acad Sci, Sch Econ & Management, Beijing, Peoples R China 2.Chinese Acad Sci, Inst Automat, Beijing, Peoples R China
推荐引用方式 GB/T 7714	Wu, Desheng,Song, Jingxiu,Bian, Yuan,et al. Risk perception and intelligent decision in complex social information network[J]. INDUSTRIAL MANAGEMENT & DATA SYSTEMS,2020:12.
APA	Wu, Desheng,Song, Jingxiu,Bian, Yuan,Zheng, Xiaolong,&Zhang, Zhu.(2020).Risk perception and intelligent decision in complex social information network.INDUSTRIAL MANAGEMENT & DATA SYSTEMS,12.
MLA	Wu, Desheng,et al."Risk perception and intelligent decision in complex social information network".INDUSTRIAL MANAGEMENT & DATA SYSTEMS (2020):12.