Disinformation in open online media : second Multidisciplinary International Symposium, MISDOOM 2020, Leiden, the Netherlands, October 26-27, 2020 : proceedings

Author/Creator:

MISDOOM (Symposium) Online) 2020 : (2nd

Publication/Creation:

Cham, Switzerland : Springer, [2020]

Resource Type:

Book

More Details

Additional/Related Title Information

Full Title:

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 (eds.).

Series Titles:

Lecture notes in computer science, 12259
LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI
Lecture notes in computer science ; 12259.
830 0LNCS sublibrary. 12259.

Related Names

Additional Author/Creators:

Preuss, Mike, editor
Spaiser, Viktoria, editor
Verberne, Suzan, editor
Takes, Frank W., editor

Subjects/Genre

Subjects:

Disinformation--Congresses
Internet--Political aspects--Congresses
Online social networks--Congresses

Description/Summary

Table of Contents:

Checkworthiness in Automatic Claim Detection Models: Definitions and Analysis of Datasets -- How Fake News Affect Trust in the Output of a Machine Learning System for News Curation -- A Dip Into a Deep Well: Online Political Advertisements, Valence, and European Electoral Campaigning -- Misinformation from Chinese Web-based Newspapers? Machine Computational Analysis of Metabolic Disease Burden -- Students Assessing Digital News and Misinformation -- Defend Your Enemy. A Qualitative Study on Defending Political Opponents Against Hate Speech Online -- Automatically Identifying Political Ads on Facebook: Towards Understanding of Manipulation via User Targeting -- Identifying Political Sentiments on YouTube: A Systematic Comparison regarding the Accuracy of Recurrent Neural Network and Machine Learning Models -- Abusive Comments in Online Media and How to Fight Them: State of the Domain and a Call to Action -- Fake News Detection on Twitter Using Propagation Structures -- #ArsonEmergency and Australia's "Black Summer": Polarisation and Misinformation on Social Media -- How Identity and Uncertainty Affect Online Social Influence: An Agent-Based Approach -- Do Online Trolling Strategies Differ in Political and Interest Forums: Early Results -- On the Robustness of Rating Aggregators Against Injection Attacks -- FakeYou! -- A Gamified Approach for Building and Evaluating Resilience Against Fake News -- Combating Disinformation: Effects of Timing and Correction Format on Factual Knowledge and Personal Beliefs -- Near Real-Time Detection of Misinformation on Online Social Networks -- Multi-modal Analysis of Misleading Political News.

Summary:

This book constitutes the refereed proceedings of the Second Multidisciplinary International Symposium, MISDOOM 2020, originally scheduled to be 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.

Language:

English

Physical Type/Description:

x, 276 pages : illustrations (some color) ; 24 cm.

Additional Identifiers

Catalog ID (MMSID):

9937259620402486

ISBN:

9783030618407
3030618404

ISSN:

1611-3349

OCLC Number:

1196244739

Barcode:

010003493942