| Description |
1 online resource (xix, 155 pages) : illustrations (chiefly color) |
| Series |
Lecture notes in computer science ; 13545 |
|
Lecture notes in computer science ; 13545.
|
| Contents |
Intro -- Preface -- Organization -- Keynote Talks -- Hacking Online Virality -- From the Infodemic to the Information War: Disinformation Narrative Evolution, Lessons Learned, and Challenges Ahead -- The Propagandists' Playbook: How Search Engines are Manipulated to Threaten Democracy -- The Role of Display Advertising in the Disinformation Ecosystem -- Contents -- User Perception Based Trust Model of Online Sources: A Case Study of Misinformation on COVID-19 -- 1 Introduction -- 2 Related Work -- 3 Our Approach: User Perception-Based Trust Model for Websites -- 3.1 Trust Factors |
|
3.2 Quasi-experiment Design -- 4 Experimentation and Results -- 5 Proposed Trust Model -- 5.1 Trust Score Model -- 6 Validation and Testing -- 7 Limitations and Future Work -- 8 Conclusion -- References -- Using Artificial Neural Networks to Identify COVID-19 Misinformation -- 1 Introduction -- 2 Literature Review -- 3 Methodology -- 3.1 Dataset -- 3.2 Preprocessing and Merging Datasets -- 3.3 Experiments and Result -- 4 Discussion -- 5 Conclusion and Future Work -- References -- Tracing Political Positioning of Dutch Newspapers -- 1 Introduction -- 2 Related Work |
|
2.1 Dimensionality of Political Discourse -- 2.2 Source Identification -- 2.3 Text Generation -- 3 Data -- 3.1 Data Collection -- 3.2 Results -- 4 Coverage Bias -- 4.1 Log Normalised Mention Frequency -- 4.2 Relative Normalised Mention Frequency -- 4.3 Experiments and Results -- 5 General and Source Specific Political Discourse -- 5.1 Topic Modelling -- 5.2 Experiments and Results -- 5.3 Word Embeddings -- 5.4 Experiments and Results -- 6 Discriminating Newspapers by Article Texts -- 6.1 Experiments and Results -- 7 Article Generation -- 7.1 Experiments and Results -- 8 Discussion |
|
9 Research Limitations and Future Work -- 10 Conclusion -- References -- Digital Information Seeking and Sharing Behaviour During the COVID-19 Pandemic in Pakistan -- 1 Introduction -- 2 Relevant Literature -- 3 Methodology -- 3.1 Pseudo-medicinal Treatments -- 4 Analysis 1: Search Trends During COVID-19 Pandemic -- 4.1 Dataset -- 4.2 Search Interest Regarding Treatment and Prevention of COVID-19 -- 5 Analysis 2: WhatsApp Public Group Data -- 6 Conclusion -- References -- Investigating the Validity of Botometer-Based Social Bot Studies -- 1 Introduction |
|
2 Theoretical and Methodological Limitations of Botometer-Based Social Bot Detection -- 3 Evaluating Botometer on Samples of Known Humans -- 4 Evaluating the Performance of Botometer in Real-World Scenarios -- 4.1 Are Social Bots Following the Twitter Accounts of German Political Parties? -- 4.2 Are Social Bots Attempting to Spread Vaccine-Critical Information? -- 5 Related Work -- 6 Conclusion -- References -- New Automation for Social Bots: From Trivial Behavior to AI-Powered Communication -- 1 Introduction -- 2 Background and Context of Computer-Mediated Communication -- 3 Three Perspectives |
| Summary |
This book constitutes the refereed proceedings of the 4th Multidisciplinary International Symposium on Disinformation in Open Online Media, MISDOOM 2022, held in October 2022. The 7 full papers and 3 short papers were carefully reviewed and selected from 17 full/short paper submissions. The papers focus on health and climate change misinformation, social bots and comment moderation, information seeking and diffusion, misinformation detection, and user perception-based trust models |
| Notes |
Selected conference papers |
| Bibliography |
Includes bibliographical references and index |
| Notes |
Online resource; title from PDF title page (SpringerLink, viewed October 14, 2022) |
| Subject |
Social media -- Congresses
|
|
Digital media -- Congresses
|
|
Misinformation -- Congresses
|
|
Common fallacies
|
|
Digital media
|
|
Social media
|
| Genre/Form |
Electronic books
|
|
proceedings (reports)
|
|
Conference papers and proceedings
|
|
Conference papers and proceedings.
|
|
Actes de congrès.
|
| Form |
Electronic book
|
| Author |
Spezzano, Francesca, editor.
|
|
Amaral, Adriana, editor.
|
|
Ceolin, Davide, editor
|
|
Fazio, Lisa, editor
|
|
Serra, Edoardo, editor
|
| ISBN |
9783031182532 |
|
3031182537 |
|
9788303118257 |
|
8303118250 |
|
