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E-grāmata: Computational Data and Social Networks: 11th International Conference, CSoNet 2022, Virtual Event, December 5-7, 2022, Proceedings

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  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 13831
  • Izdošanas datums: 10-Feb-2023
  • Izdevniecība: Springer International Publishing AG
  • Valoda: eng
  • ISBN-13: 9783031263033
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Computational Data and Social Networks: 11th International Conference, CSoNet 2022, Virtual Event, December 5-7, 2022, ProceedingsPalielināt
  • Formāts: PDF+DRM
  • Sērija : Lecture Notes in Computer Science 13831
  • Izdošanas datums: 10-Feb-2023
  • Izdevniecība: Springer International Publishing AG
  • Valoda: eng
  • ISBN-13: 9783031263033
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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.
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.
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