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Computational Data and Social Networks

11th International Conference, CSoNet 2022, Virtual Event, December 5–7, 2022, Proceedings

  • Conference proceedings
  • © 2023

Overview

Editors:
  1. Thang N. Dinh

    1. Virginia Commonwealth University, Richmond, USA

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    You can also search for this editor in PubMed   Google Scholar

  2. Minming Li

    1. Yeung Kin Man Academic Building, City University Hong Kong, Kowloon Tong, Hong Kong

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 13831)

Included in the following conference series:

Conference proceedings info: CSoNet 2022.

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Table of contents (27 papers)

  1. Front Matter

    Pages i-xiii
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  2. Machine Learning and Prediction

    1. Front Matter

      Pages 1-1
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    2. Incorporating Neighborhood Information and Sentence Embedding Similarity into a Repost Prediction Model in Social Media Networks

      • Zhecheng Qiang, Eduardo L. Pasiliao, Alexander Semenov, Qipeng P. Zheng
      Pages 3-14

    3. Driving Factors of Polarization on Twitter During Protests Against COVID-19 Mitigation Measures in Vienna

      • Marcus Röckl, Maximilian Paul, Andrzej Jarynowski, Alexander Semenov, Vitaly Belik
      Pages 15-26

    4. Categorizing Memes About the Ukraine Conflict

      • Keyu Chen, Ashley Feng, Rohan Aanegola, Koustuv Saha, Allie Wong, Zach Schwitzky et al.
      Pages 27-38

    5. Analyzing Scientometric Indicators of Journals and Chief Editors: A Case Study in Artificial Intelligence (AI) Domain

      • Salim Sazzed
      Pages 39-50

    6. Link Prediction of Complex Networks Based on Local Path and Closeness Centrality

      • Min Li, Shuming Zhou, Gaolin Chen
      Pages 51-63

    7. The Influence of Color on Prices of Abstract Paintings

      • Maksim Borisov, Valeria Kolycheva, Alexander Semenov, Dmitry Grigoriev
      Pages 64-68

    8. ELA: A Time-Series Forecasting Model for Liner Shipping Based on EMD-LSTM and Attention

      • Jiadong Chen, Xiaofeng Gao, Guihai Chen
      Pages 69-80

    9. Knowledge Transfer via Word Alignment and Its Application to Vietnamese POS Tagging

      • Hao D. Do
      Pages 81-92

    10. A Group Clustering Recommendation Approach Based on Energy Distance

      • Tu Cam Thi Tran, Lan Phuong Phan, Hiep Xuan Huynh
      Pages 93-104

  3. Security and Blockchain

    1. Front Matter

      Pages 105-105
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    2. An Implementation and Evaluation of Layer 2 for Ethereum with zk-Rollup

      • An Cong Tran, Vu Vo Thanh, Nghi Cong Tran, Hai Thanh Nguyen
      Pages 107-115

    3. Targeted Attack of the Air Transportation Network Global Component

      • Issa Moussa Diop, Chantal Cherifi, Cherif Diallo, Hocine Cherifi
      Pages 116-127

    4. Measuring Cryptocurrency Mining in Public Cloud Services: A Security Perspective

      • Ayodeji Adeniran, David Mohaisen
      Pages 128-140

    5. Do Content Management Systems Impact the Security of Free Content Websites?

      • Mohamed Alqadhi, Abdulrahman Alabduljabbar, Kyle Thomas, Saeed Salem, DaeHun Nyang, David Mohaisen
      Pages 141-154

  4. Fact-checking, Fake News, and Hate Speech

    1. Front Matter

      Pages 155-155
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    2. BNnetXtreme: An Enhanced Methodology for Bangla Fake News Detection Online

      • Zaman Wahid, Abdullah Al Imran, Md Rifatul Islam Rifat
      Pages 157-166

    3. Heuristic Gradient Optimization Approach to Controlling Susceptibility to Manipulation in Online Social Networks

      • Abiola Osho, Shuangqing Wei, George Amariucai
      Pages 167-178

    4. Identifying Targeted and Generalized Offensive Speech from Anti-asian Social Media Conversations

      • Payal Shah, Swapna S. Gokhale
      Pages 179-187
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About this book

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.

Editors and Affiliations

  • Virginia Commonwealth University, Richmond, USA

    Thang N. Dinh

  • Yeung Kin Man Academic Building, City University Hong Kong, Kowloon Tong, Hong Kong

    Minming Li

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