Collective Wisdom-Driven Three-Way Decision in Risk Management

by Decui Liang, Mingwei Wang, Zeshui Xu

Overview

This book delves deeply into the research progress on three-way risk decision for risk management under complex social environment. From the new perspective of collective wisdom, it systematically explores three-way group decision-making methods and practical applications by considering group information fusion, consensus reaching process, group social network and group complex network. This book intends to provide a reference for researchers, practitioners and graduate students in the fields of risk management and decision analysis.

Product Details

ISBN-13:	9789819785643
Publisher:	Springer Nature Singapore
Publication date:	01/31/2025
Series:	Uncertainty and Operations Research
Edition description:	2024
Pages:	231
Product dimensions:	6.10(w) x 9.25(h) x (d)

About the Author

Decui Liang is currently a research professor with the School of Management and Economics, University of Electronic Science and Technology of China. He has elected as IET Fellow, BCS Fellow, RSA Fellow, IEEE Senior Member, World’s Top 2% Scientists 2020-2023, Top 100,000 scientists 2021 in the world. He received the B.S. degree in information management and information system and the Ph.D. degree in management science and engineering from Southwest Jiaotong University, China, in 2008 and 2013, respectively. In 2012, he was a visiting Ph.D. student with the Department of Electrical and Computer Engineering, University of Alberta, Edmonton, AB, Canada. His research interests include three-way decisions, multiple-attribute decision-making with uncertainty, risk analysis and management, social business analysis, text mining and so on.

Mingwei Wang is currently working as an assistant professor at Xidian University. He received his Ph.D. from the School of Management and Economics at University of Electronic Science and Technology of China in 2023. As a visiting Ph.D. student, he joined the University Research Priority Program on “Social Networks” at the University of Zurich in Switzerland from 2021 to 2022 for research. His research interests include collective intelligence, group decision-making, collective behavior, human-algorithm interactions and business intelligence. He has published 20 papers in leading journals and conference in the fields of management and information.

Zeshui Xu received the Ph.D. degree in management science and engineering from Southeast University, Nanjing, China, in 2003. From October 2005 to December 2007, he was a Postdoctoral Researcher with School of Economics and Management, Tsinghua University, China. He was a Distinguished Young Scholar of the National Natural Science Foundation of China and the Chang Jiang Scholar of the Ministry of Education of China. He is currently a Chair Professor with Sichuan University, Chengdu. He has been elected as the member of AE, EASA, and IASCYS, the Distinguished Fellow of IETI, the Fellow of IEEE, IFSA, RSA, IET, ORS, BCS, IAAM, AAIA, AIIA, ACIS and VEBLEO. He is ranked 30th in 2019 single year scientific impact and 162th in career scientific impact among World’s top 100,000 Scientists, and ranked 40th among the World’s best scientists in the arena of Computer Science in 2023. He has published 23 monographs by Springer and contributed more than 900 SCI/SSCI articles to professional journals. He is among the world’s top 1% most highly cited researchers with more than 94,000 citations in Google Scholar, his h-index is 152. He is currently the Associate Editor of IEEE Transactions on Cybernetics, IEEE Transactions on Fuzzy Systems, Information Sciences, Artificial Intelligence Review, Journal of the Operational Research, Fuzzy Optimization and Decision Making, etc. His current research interests include Decision-making theory and methodology, optimization algorithms, information fusion, and big data analytics.

Table of Contents

Preface.- Part I Introduction.- 1 Backgrounds and Literature Review.- Part II Three-way Risk Decision Based on Group Information Fusion.- 2 Three-way Group Decision.- 3 Three-way Group Decision under Linguistic Assessments.- 4 Three-way Group Decision via Joint Classification and Consensus.- Part III Three-way Risk Decision Driven by Group Social Network.- 5 Three-way Group Decision Based on Social Network.- 6 Three-way Group Decision Based on Large-scale Social Network.- 7 Three-way Group Decision Based on Hierarchical Social Network.- Part IV Three-way Risk Decision Driven by Group Complex Network.- 8 Sequential Three-way Group Decision Based on Multiple Networks.