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Disinformation in Open Online Media

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

  • Conference proceedings
  • © 2020

Overview

Editors:
  1. Max van Duijn

    1. Leiden Institute of Advanced Computer Science, Leiden University, Leiden, The Netherlands

  2. Mike Preuss

    1. Leiden Institute of Advanced Computer Science, Leiden University, Leiden, The Netherlands

  3. Viktoria Spaiser

    1. School of Politics and International Studies, University of Leeds, Leeds, UK

  4. Frank Takes

    1. Leiden Institute of Advanced Computer Science, Leiden University, Leiden, The Netherlands

  5. Suzan Verberne

    1. Leiden Institute of Advanced Computer Science, Leiden University, Leiden, The Netherlands

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

Part of the book sub series: Information Systems and Applications, incl. Internet/Web, and HCI (LNISA)

Included in the following conference series:

Conference proceedings info: MISDOOM 2020.

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About this book

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.

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Table of contents (19 papers)

  1. Front Matter

    Pages i-x
    Download chapter 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 63-79Open Access

  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 107-121Open Access

  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 191-204Open Access

  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. Correction to: Disinformation in Open Online Media

    • Max van Duijn, Mike Preuss, Viktoria Spaiser, Frank Takes, Suzan Verberne
    Pages C1-C1Open Access
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Other volumes

  1. Disinformation in Open Online Media

Editors and Affiliations

  • Leiden Institute of Advanced Computer Science, Leiden University, Leiden, The Netherlands

    Max van Duijn, Mike Preuss, Frank Takes, Suzan Verberne

  • School of Politics and International Studies, University of Leeds, Leeds, UK

    Viktoria Spaiser

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