
Computational Data and Social Networks
11th International Conference, CSoNet 2022, Virtual Event, December 5-7, 2022, Proceedings
Springer (Publisher)
Published on 11. February 2023
Book
Paperback/Softback
XIII, 306 pages
978-3-031-26302-6 (ISBN)
Description
This book constitutes the refereed proceedings of the 11th International Conference on Computational Data and Social Networks, CSoNet 2022, held as a Virtual Event, during December 5-7, 2022. The 17 full papers and 7 short papers included in this book were carefully reviewed and selected from 47 submissions. They were organized in topical sections as follows: Machine Learning and Prediction, Security and Blockchain, Fact-checking, Fake News, and Hate Speech, Network Analysis, Optimization.
More details
Series
Edition
1st ed. 2023
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Illustrations
11 s/w Abbildungen, 70 farbige Abbildungen
XIII, 306 p. 81 illus., 70 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 18 mm
Weight
493 gr
ISBN-13
978-3-031-26302-6 (9783031263026)
DOI
10.1007/978-3-031-26303-3
Schweitzer Classification
Other editions
Additional editions

Thang N. Dinh | Minming Li
Computational Data and Social Networks
11th International Conference, CSoNet 2022, Virtual Event, December 5-7, 2022, Proceedings
E-Book
02/2023
Springer
€69.54
Available for download
Content
Machine Learning and Prediction
.- Incorporating Neighborhood Information and Sentence Embedding Similarity into a Repost Prediction Model in Social Media Networks.- Driving factors of polarization on Twitter during protests against COVID19 mitigation measures in Vienna.- Categorizing Memes about the Ukraine Conflict.- Analyzing Scientometric Indicators of Journals and Chief Editors: A Case Study in Articial Intelligence (AI) Domain.- Link Prediction of Complex Networks based on Local Path and Closeness Centrality.- The influence of color on prices of abstract paintings.- ELA: A Time-Series Forecasting Model for LinerShipping Based on EMD-LSTM and Attention.- Knowledge transfer via word alignment and its application to Vietnamese POS tagging.- A group clustering recommendation approach based on energy distance.-
Security and Blockchain
.- An Implementation and Evaluation of Layer 2 for Ethereum with zkRollup.- Targeted Attack of the Air Transportation Network Global Component.- Measuring Cryptocurrency Mining in Public Cloud Services: A Security Perspective.- Do Content Management Systems Impact the Security of Free Content Websites?.-
Fact-checking, Fake News, and Hate Speech
.- BNnetXtreme: An enhanced methodology for Bangla fake news detection online.- Heuristic Gradient Optimization Approach to Controlling Susceptibility to Manipulation in Online Social Networks.- Identifying Targeted and Generalized Offensive Speech from Anti-Asian Social Media Conversations.- US News and Social Media Framing around Vaping.-
Network Analysis
.- Social Network Analysis of the Caste-Based Reservation System in India.- Structure, stability, persistence and entropy of stock networks during financial crises.- A Community Detection Algorithm using Random Walk.- Learning Heuristics for the Maximum Clique Enumeration Problem Using Low Dimensional Representations.-
Optimization
.- Competitive influence maximisation with nonlinear allocations.- Frank Wolfe Algorithm for Nonmonotone One-sided Smooth Function Maximization Problem.- Non-monotone $k$-submodular function maximization with individual size constraints.- A Heuristic Algorithm for Student-Project Allocation Problem.- Online File Caching on Multiple Caches in Latency-Sensitive Systems.