Social Network Large-Scale Decision-Making

Social Network Large-Scale Decision-Making
Author :
Publisher : Springer Nature
Total Pages : 157
Release :
ISBN-13 : 9789819977949
ISBN-10 : 9819977940
Rating : 4/5 (40 Downloads)

Book Synopsis Social Network Large-Scale Decision-Making by : Zhijiao Du

Download or read book Social Network Large-Scale Decision-Making written by Zhijiao Du and published by Springer Nature. This book was released on 2023-12-25 with total page 157 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on the following three key topics in social network large-scale decision-making: structure-heterogeneous information fusion, clustering analysis with multiple measurement attributes, and consensus building considering trust loss. To address the aggregation and distance measurement of structure-heterogeneous evaluation information, we propose a fusion method based on trust and behavior analysis. Then, two clustering algorithms are put forward, including trust Cop-K-means clustering algorithm and compatibility distance-oriented off-center clustering algorithm. The above clustering algorithms emphasize the similarity of opinions and social relationships as important measurement attributes of clustering. Finally, this book explores the impact of trust loss originating from social relationships on the CRP and develops two consensus-reaching models, namely the improved minimum-cost consensus model that takes into account voluntary trust loss and the punishment-driven consensus-reaching model. Some case studies, a large number of numerical experiments, and comparative analyses are provided in this book to demonstrate the characteristics and advantages of the proposed methods and models. The authors encourage researchers, students, and enterprises engaged in social network analysis, group decision-making, multi-agent collaborative decision-making, and large-scale data processing to pay attention to the proposals presented in this book. After reading this book, the authors expect readers to have a deeper and more comprehensive understanding of social network large-scale decision-making. Inorder to make it more accurate for readers to understand the methods and models presented in this book, the authors strongly recommend that potential readers have a good research foundation in fuzzy soft computing, traditional clustering algorithms, basic mathematics knowledge, and other related preliminaries.


Social Network Large-Scale Decision-Making Related Books

Social Network Large-Scale Decision-Making
Language: en
Pages: 157
Authors: Zhijiao Du
Categories: Business & Economics
Type: BOOK - Published: 2023-12-25 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book focuses on the following three key topics in social network large-scale decision-making: structure-heterogeneous information fusion, clustering analys
Large-Scale Group Decision-Making with Uncertain and Behavioral Considerations
Language: en
Pages: 372
Authors: Tong Wu
Categories: Business & Economics
Type: BOOK - Published: 2023-01-23 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book investigates in detail large-scale group decision-making (LSGDM) problem, which has gradually evolved from the traditional group decision-making probl
Large-Scale Group Decision-Making
Language: en
Pages: 195
Authors: Su-Min Yu
Categories: Business & Economics
Type: BOOK - Published: 2022-01-03 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book explores clustering operations in the context of social networks and consensus-reaching paths that take into account non-cooperative behaviors. This b
Graph Theoretic Approaches for Analyzing Large-Scale Social Networks
Language: en
Pages: 376
Authors: Meghanathan, Natarajan
Categories: Computers
Type: BOOK - Published: 2017-07-13 - Publisher: IGI Global

DOWNLOAD EBOOK

Social network analysis has created novel opportunities within the field of data science. The complexity of these networks requires new techniques to optimize t
Modeling Complex Linguistic Information to Support Group Decision Making Under Uncertainty
Language: en
Pages: 204
Authors: Zhen Zhang
Categories:
Type: BOOK - Published: - Publisher: Springer Nature

DOWNLOAD EBOOK