Large-Scale Group Decision-Making: State-to-the-Art Clustering and Consensus Paths free ebook download.

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Large-Scale Group Decision-Making: State-to-the-Art Clustering and Consensus Paths free ebook download

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Author(s):	Su-Min Yu

Date:	2021	Format:	7z	Language:	English	ISBN/ASIN:	981167888X
Pages:	203	OCR:		Quality:		ISBN13:
Uploader:	gestalt	Upload Date:	1/13/2022 11:55:06 PM

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This book explores clustering operations in the context of social networks and consensus-reaching paths that take into account non-cooperative behaviors. This book focuses on the two key issues in large-scale group decision-making: clustering and consensus building. Clustering aims to reduce the dimension of a large group. Consensus reaching requires that the divergent individual opinions of the decision makers converge to the group opinion. 
This book emphasizes the similarity of opinions and social relationships as important measurement attributes of clustering, which makes it different from traditional clustering methods with single attribute to divide the original large group without requiring a combination of the above two attributes. The proposed consensus models focus on the treatment of non-cooperative behaviors in the consensus-reaching process and explores the influence of trust loss on the consensus-reaching process.The logic behind is as follows: firstly, a clustering algorithm is adopted to reduce the dimension of decision-makers, and then, based on the clusters opinions obtained, a consensus-reaching process is carried out to obtain a decision result acceptable to the majority of decision-makers.
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Tags: Clustering Consensus Decision-Making Group Large-Scale Paths

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