Large-scale group decision-making with uncertain and behavioral considerations : methods and applications / Tong Wu, Xinwang Liu.
Wu, Tong, author.; Liu, Xinwang. author.
2023
HD30.23 .W82 2023
Available Online

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Title Large-scale group decision-making with uncertain and behavioral considerations : methods and applications / Tong Wu, Xinwang Liu.
Author Wu, Tong, author.
ISBN 9789811981678 electronic book
9811981671 electronic book
9811981663
9789811981661
DOI https://doi.org/10.1007/978-981-19-8167-8
Published Singapore : Springer, [2023]
Language English
Description 1 online resource : illustrations
Item Number 10.1007/978-981-19-8167-8 doi
Call Number HD30.23 .W82 2023
Dewey Decimal Classification 658.4/036
Summary This book investigates in detail large-scale group decision-making (LSGDM) problem, which has gradually evolved from the traditional group decision-making problem and has attracted more and more attention in the age of big data. Pursuing a holistic approach, the book establishes a fundamental framework for LSGDM with uncertain and behavioral considerations. To address the behavioral uncertainty and complexity of large groups of decision-makers, this book mainly focuses on new solutions of LSGDM problems using the interval type-2 fuzzy uncertainty theory and social network analysis techniques, including the exploration of uncertain clustering analysis, the consideration of social relationships, especially trust relationships, the construction of consensus evolution networks, etc. The book is intended for researchers and postgraduates who are interested in complex group decision-making in the new media era. Authors also investigate the similar features between LSGDM problems and group recommendations to study the applications of LSGDM methods. After reading this book, readers will have a new understanding of the LSGDM study under the real complicated context. .
Bibliography, etc. Note Includes bibliographical references.
Access Note Access limited to authorized users.
Source of Description Description based on online resource; title from digital title page (viewed on March 10, 2023).
Added Author Liu, Xinwang. author.
Series Uncertainty and operations research. 2195-9978
Available in Other Form Print version: 9789811981661
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Introduction
Uncertain Theory and Social Network Analysis
Interval Type-2 Fuzzy Multi-criteria Decision-making
Large-scale Group Decision-making with Uncertain Preferences
Large-scale Group Decision-making with Social Relationships
Consensus Study Considering Trust Relationships
Consensus Evolution Networks
Consensus Reaching Process in Large-scale Group decision-making
Application of LSGDM Methods in Group Recommendation
Concluding Remarks. .

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