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A hybrid group decision making framework for achieving agreed solutions based on stable opinions

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成果类型:
期刊论文
作者:
Dong, Qingxing*;Zhou, Xin;Martinez, Luis
通讯作者:
Dong, Qingxing
作者机构:
[Dong, Qingxing; Zhou, Xin] Cent China Normal Univ, Sch Informat Management, 152 Luoyu Rd, Wuhan 430079, Hubei, Peoples R China.
[Dong, Qingxing] Wuhan Univ, Ctr Studies Informat Resources, Wuhan 430073, Peoples R China.
[Martinez, Luis] Univ Jaen, Dept Comp Sci, Jaen 23071, Spain.
通讯机构:
[Dong, Qingxing] C
Cent China Normal Univ, Sch Informat Management, 152 Luoyu Rd, Wuhan 430079, Hubei, Peoples R China.
语种:
英文
关键词:
Group decision making;Opinion dynamics;Co-evolving networks;Bounded confidence
期刊:
Information Sciences
ISSN:
0020-0255
年:
2019
卷:
490
页码:
227-243
基金类别:
This work is supported by the National Natural Science Foundation of China (Nos. 71871102 , 71501080 , 91646206 , 71420107026 , 71704138 and 71774134 ),the Young Elite Scientists Sponsorship Program by CAST (No.2018QNRC001), the Youth Program for the National Social Science Foundation of China (No. 15CTQ007), the China Postdoctoral Science Foundation (Nos. 2018T110808 , 2017M610489 ), and the self-determined research funds of CCNU from the colleges’ basic research and operation of MOE (No. CCNU17TS0009). And it is also partially supported by the Spanish National Research Project TIN2015-66524-P, the Spanish Ministry of Economy and Finance Postdoctoral Fellow (IJCI-2015-23715) and ERDF.
机构署名:
本校为第一且通讯机构
院系归属:
信息管理学院
摘要:
Polarization in a group's opinions drives to disagreements and dissent among individuals, which make it harder to achieve group satisfactory decisions. Within Group Decision Making (GDM) problems to soften disagreements, lots of consensus reaching processes (CRPs) have been proposed to converge opinions but rarely consider the existing dynamic relationships among the experts. Meanwhile, Opinion Dynamics studies the evolution of opinions based on the relationships existing among the group members by using Social Network Analysis (SNA). In real-world GDM problems the application of CRPs alone ma...

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