- A human-computer interaction perspective on online harassment
- Integrating socio-technical theories, algorithms, and interface design to provide a comprehensive look at the problem
- A study of the impacts of online harassment, how to detect it, and how to prevent it
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- About this book
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Online Harassment is one of the most serious problems in social media. To address it requires understanding the forms harassment takes, how it impacts the targets, who harasses, and how technology that stands between users and social media can stop harassers and protect users. The field of Human-Computer Interaction provides a unique set of tools to address this challenge. This book brings together experts in theory, socio-technical systems, network analysis, text analysis, and machine learning to present a broad set of analyses and applications that improve our understanding of the harassment problem and how to address it.
This book tackles the problem of harassment by addressing it in three major domains. First, chapters explore how harassment manifests, including extensive analysis of the Gamer Gate incident, stylistic features of different types of harassment, how gender differences affect misogynistic harassment. Then, we look at the results of harassment, including how it drives people offline and the impacts it has on targets. Finally, we address techniques for mitigating harassment, both through automated detection and filtering and interface options that users control. Together, many branches of HCI come together to provide a comprehensive look at the phenomenon of online harassment and to advance the field toward effective human-oriented solutions.
- Table of contents (11 chapters)
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Online Harassment: A Research Challenge for HCI
Pages 1-2
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Weak Supervision and Machine Learning for Online Harassment Detection
Pages 5-28
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Bridging the Gaps: Multi Task Learning for Domain Transfer of Hate Speech Detection
Pages 29-55
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A Network Analysis of the GamerGate Movement
Pages 57-110
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Automation and Harassment Detection
Pages 111-124
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Table of contents (11 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Online Harassment
- Editors
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- Jennifer Golbeck
- Series Title
- Human–Computer Interaction Series
- Copyright
- 2018
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer International Publishing AG, part of Springer Nature
- eBook ISBN
- 978-3-319-78583-7
- DOI
- 10.1007/978-3-319-78583-7
- Hardcover ISBN
- 978-3-319-78582-0
- Softcover ISBN
- 978-3-030-08737-1
- Series ISSN
- 1571-5035
- Edition Number
- 1
- Number of Pages
- VIII, 268
- Number of Illustrations
- 2 b/w illustrations, 52 illustrations in colour
- Topics
