Information Systems and Applications, incl. Internet/Web, and HCI

Disinformation in Open Online Media

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

Editors: van Duijn, M., Preuss, M., Spaiser, V., Takes, F., Verberne, S. (Eds.)

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About this book

This book constitutes the refereed proceedings of the Second Multidisciplinary International Symposium, MISDOOM 2020, held in Leiden, The Netherlands, in October 2020.*

The 18 full papers were carefully reviewed and selected from 23 submissions. The papers deal with the interdisciplinary field of computational social science, and in particular with the automated detection and combat of misinformation using modern techniques from machine learning, text mining, and social network analysis.

* The conference was held virtually due to the COVID-19 pandemic.

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


Table of contents (18 chapters)

Table of contents (18 chapters)
  • Checkworthiness in Automatic Claim Detection Models: Definitions and Analysis of Datasets

    Pages 1-17

    Allein, Liesbeth (et al.)

  • How Fake News Affect Trust in the Output of a Machine Learning System for News Curation

    Pages 18-36

    Heuer, Hendrik (et al.)

  • A Dip into a Deep Well: Online Political Advertisements, Valence, and European Electoral Campaigning

    Pages 37-51

    Ruohonen, Jukka

  • Misinformation from Web-based News Media? Computational Analysis of Metabolic Disease Burden for Chinese

    Pages 52-62

    Chang, Angela

  • Students Assessing Digital News and Misinformation

    Pages 63-79

    Nygren, Thomas (et al.)

Buy this book

eBook $54.99
price for USA in USD
  • ISBN 978-3-030-61841-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $69.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Disinformation in Open Online Media
Book Subtitle
Second Multidisciplinary International Symposium, MISDOOM 2020, Leiden, The Netherlands, October 26–27, 2020, Proceedings
Editors
  • Max van Duijn
  • Mike Preuss
  • Viktoria Spaiser
  • Frank Takes
  • Suzan Verberne
Series Title
Information Systems and Applications, incl. Internet/Web, and HCI
Series Volume
12259
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-61841-4
DOI
10.1007/978-3-030-61841-4
Softcover ISBN
978-3-030-61840-7
Edition Number
1
Number of Pages
X, 277
Number of Illustrations
51 b/w illustrations, 61 illustrations in colour
Topics