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Disinformation in Open Online Media

Second Multidisciplinary International Symposium, MISDOOM 2020, Leiden, The Netherlands, October 26–27, 2020, Proceedings

  • Max van Duijn
  • Mike Preuss
  • Viktoria Spaiser
  • Frank Takes
  • Suzan Verberne
Conference proceedings MISDOOM 2020

Part of the Lecture Notes in Computer Science book series (LNCS, volume 12259)

Also part of the Information Systems and Applications, incl. Internet/Web, and HCI book sub series (LNISA, volume 12259)

Table of contents

  1. Front Matter
    Pages i-x
    PDF
  2. Checkworthiness in Automatic Claim Detection Models: Definitions and Analysis of Datasets
    Liesbeth Allein, Marie-Francine Moens
    Pages 1-17
  3. How Fake News Affect Trust in the Output of a Machine Learning System for News Curation
    Hendrik Heuer, Andreas Breiter
    Pages 18-36
  4. A Dip into a Deep Well: Online Political Advertisements, Valence, and European Electoral Campaigning
    Jukka Ruohonen
    Pages 37-51
  5. Misinformation from Web-based News Media? Computational Analysis of Metabolic Disease Burden for Chinese
    Angela Chang
    Pages 52-62
  6. Students Assessing Digital News and Misinformation
    Thomas Nygren, Jenny Wiksten Folkeryd, Caroline Liberg, Mona Guath
    Pages 63-79
  7. Defend Your Enemy. A Qualitative Study on Defending Political Opponents Against Hate Speech Online
    Lilian Kojan, Hava Melike Osmanbeyoglu, Laura Burbach, Martina Ziefle, André Calero Valdez
    Pages 80-94
  8. Automatically Identifying Political Ads on Facebook: Towards Understanding of Manipulation via User Targeting
    Or Levi, Sardar Hamidian, Pedram Hosseini
    Pages 95-106
  9. Identifying Political Sentiments on YouTube: A Systematic Comparison Regarding the Accuracy of Recurrent Neural Network and Machine Learning Models
    Daniel Röchert, German Neubaum, Stefan Stieglitz
    Pages 107-121 Open Access
    PDF
  10. Abusive Comments in Online Media and How to Fight Them
    Marco Niemann, Jens Welsing, Dennis M. Riehle, Jens Brunk, Dennis Assenmacher, Jörg Becker
    Pages 122-137
  11. Fake News Detection on Twitter Using Propagation Structures
    Marion Meyers, Gerhard Weiss, Gerasimos Spanakis
    Pages 138-158
  12. #ArsonEmergency and Australia’s “Black Summer”: Polarisation and Misinformation on Social Media
    Derek Weber, Mehwish Nasim, Lucia Falzon, Lewis Mitchell
    Pages 159-173
  13. How Identity and Uncertainty Affect Online Social Influence
    Christina Mason, Peter van der Putten, Max van Duijn
    Pages 174-190
  14. Do Online Trolling Strategies Differ in Political and Interest Forums: Early Results
    Henna Paakki, Antti Salovaara, Heidi Vepsäläinen
    Pages 191-204 Open Access
    PDF
  15. On the Robustness of Rating Aggregators Against Injection Attacks
    Angelo Spognardi, Marinella Petrocchi
    Pages 205-217
  16. FakeYou! - A Gamified Approach for Building and Evaluating Resilience Against Fake News
    Lena Clever, Dennis Assenmacher, Kilian Müller, Moritz Vinzent Seiler, Dennis M. Riehle, Mike Preuss et al.
    Pages 218-232
  17. Combating Disinformation: Effects of Timing and Correction Format on Factual Knowledge and Personal Beliefs
    Leonie Schaewitz, Nicole C. Krämer
    Pages 233-245
  18. Near Real-Time Detection of Misinformation on Online Social Networks
    Lennart van de Guchte, Stephan Raaijmakers, Erik Meeuwissen, Jennifer Spenader
    Pages 246-260
  19. Multi-modal Analysis of Misleading Political News
    Anu Shrestha, Francesca Spezzano, Indhumathi Gurunathan
    Pages 261-276
  20. Back Matter
    Pages 277-277
    PDF

About these proceedings

Introduction

Chapters “Identifying Political Sentiments on YouTube: A Systematic Comparison regarding the Accuracy of Recurrent Neural Network and Machine Learning Models”, “Do Online Trolling Strategies Differ in Political and Interest Forums: Early Results” and “Students Assessing Digital News and Misinformation” are available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.

Keywords

artificial intelligence computer security computer vision cryptography image processing information retrieval machine learning micro-blog network protocols signal processing social media telecommunication networks twitter World Wide Web

Editors and affiliations

  1. 1.Leiden Institute of Advanced Computer ScienceLeiden UniversityLeidenThe Netherlands
  2. 2.Leiden Institute of Advanced Computer ScienceLeiden UniversityLeidenThe Netherlands
  3. 3.School of Politics and International StudiesUniversity of LeedsLeedsUK
  4. 4.Leiden Institute of Advanced Computer ScienceLeiden UniversityLeidenThe Netherlands
  5. 5.Leiden Institute of Advanced Computer ScienceLeiden UniversityLeidenThe Netherlands

Bibliographic information