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13th WebSci 2021: Virtual Event, UK
- Clare Hooper, Matthew Weber, Katrin Weller, Wendy Hall, Noshir Contractor, Jie Tang:
WebSci '21: 13th ACM Web Science Conference 2021, Virtual Event, United Kingdom, June 21-25, 2021. ACM 2021, ISBN 978-1-4503-8330-1
Keynotes
- Martha Lane Fox:
In conversation with Martha Lane Fox and Wendy Hall on the Future of the Internet. 1 - Jennifer Zhu Scott:
Global Digital Infrastructure in a Post-Pandemic World. 2 - Deen Freelon:
The Post-API Age Reconsidered: Web Science in the '20s and Beyond. 3 - Matthew S. Weber:
Digital Data and a Multilevel Perspective of Institutions on the Web. 4
Panels
- Wendy Hall:
The Future of Web and Society. 5-6 - Lucy Hooberman:
The Coded Gaze: algorithmic bias, facial recognition and beyond: How research can change the law and influence people. 7-8 - Katrin Weller:
COVID-19 and Society. 9 - Matthew Weber:
AI, Media and the Future of News on the Web. 10 - Clare Hooper:
Directions in Digital Government. 11
Does the system work? Evaluating Tools and Functions
- Dirk Lewandowski
, Sebastian Sünkler, Nurce Yagci:
The influence of search engine optimization on Google's results: : A multi-dimensional approach for detecting SEO. 12-20 - Nili Steinfeld, Azi Lev-On
Measuring Digital Literacy with Eye Tracking: An examination of skills and performance based on user gaze. 21-28 - Vinicius Woloszyn, Eduardo G. Cortes, Rafael Amantea, Vera Schmitt
Towards a Novel Benchmark for Automatic Generation of ClaimReview Markup. 29-35 - Shawn M. Jones
Automatically Selecting Striking Images for Social Cards. 36-45 - Tiago Santos, Keith Burghardt, Kristina Lerman, Denis Helic
Limiting Tags Fosters Efficiency. 46-55
Critical Methods for Examining the Web
- Matteo Magnani, Alexandra Segerberg:
On the conditions for integrating deep learning into the study of visual politics. 56-64 - Nathan Bartley, Andrés Abeliuk, Emilio Ferrara
Auditing Algorithmic Bias on Twitter. 65-73 - Tom Edixhoven, Sihang Qiu, Lucie Kuiper, Olivier Dikken, Gwennan Smitskamp, Ujwal Gadiraju:
Improving Reactions to Rejection in Crowdsourcing Through Self-Reflection. 74-83 - Daniel Klug, Yiluo Qin, Morgan C. Evans, Geoff Kaufman:
Trick and Please. A Mixed-Method Study On User Assumptions About the TikTok Algorithm. 84-92 - Ricky Laishram, Pegah Hozhabrierdi
NetProtect: Network Perturbations to Protect Nodes against Entry-Point Attack. 93-101
Developing New Web Research Using NLP and Machine Learning
- Stephen Anning
Social Science for Natural Language Processing: A Hostile Narrative Analysis Prototype. 102-111 - Alexander Babii
fastText-based methods for Emotion Identification in Russian Internet Discourse. 112-119 - Chun-Wei Chiang, Ming Yin:
You'd Better Stop! Understanding Human Reliance on Machine Learning Models under Covariate Shift. 120-129 - Fedor Vitiugin
Efficient Detection of Multilingual Hate Speech by Using Interactive Attention Network with Minimal Human Feedback. 130-138
Problematic Online Content
- Robin Mamié, Manoel Horta Ribeiro, Robert West:
Are Anti-Feminist Communities Gateways to the Far Right? Evidence from Reddit and YouTube. 139-147 - Mohit Chandra
"Subverting the Jewtocracy": Online Antisemitism Detection Using Multimodal Deep Learning. 148-157 - Megan Squire:
Monetizing Propaganda: How Far-right Extremists Earn Money by Video Streaming. 158-167 - Manolis Chalkiadakis, Alexandros Kornilakis, Panagiotis Papadopoulos, Evangelos P. Markatos, Nicolas Kourtellis:
The Rise and Fall of Fake News sites: A Traffic Analysis. 168-177 - Borhan Uddin, Nahid Reza, Md Saiful Islam, Hasib Ahsan
Fighting Against Fake News During Pandemic Era: Does Providing Related News Help Student Internet Users to Detect COVID-19 Misinformation? 178-186
Extremism, Polarisation and Controversy: The New Reality of the Web
- Shiza Ali, Mohammad Hammas Saeed, Esraa Aldreabi
Understanding the Effect of Deplatforming on Social Networks. 187-195 - Joshua Uyheng, Aman Tyagi
Mainstream Consensus and the Expansive Fringe: Characterizing the Polarized Information Ecosystems of Online Climate Change Discourse. 196-204 - Sameera Horawalavithana
Drivers of Polarized Discussions on Twitter during Venezuela Political Crisis. 205-214 - Philipp Koncar, Simon Walk, Denis Helic
Analysis and Prediction of Multilingual Controversy on Reddit. 215-224 - Larissa G. Malagoli, Julia Stancioli, Carlos H. G. Ferreira, Marisa Vasconcelos
A Look into COVID-19 Vaccination Debate on Twitter. 225-233
Data Sharing, Data Use and the Elusiveness of Privacy
- Xuehui Hu
CCCC: Corralling Cookies into Categories with CookieMonster. 234-242 - Agostina Calabrese, Michele Bevilacqua
AAA: Fair Evaluation for Abuse Detection Systems Wanted. 243-252 - Amir Hossein Kargaran
Wide-AdGraph: Detecting Ad Trackers with a Wide Dependency Chain Graph. 253-261 - Soichiro Morishita, Masanori Takano, Hideaki Takeda, Faiza Mahdaoui, Fumiaki Taka, Yuki Ogawa:
Social acceptability of personal data utilization business according to data controllers and purposes. 262-271 - Yelena Mejova, Nicolas Kourtellis:
YouTubing at Home: Media Sharing Behavior Change as Proxy for Mobility Around COVID-19 Lockdowns. 272-281
Web Tracking and Internet Accessibility
- Felicia Loecherbach
Is this a click towards diversity? Explaining when and why news users make diverse choices. 282-290 - Brian Krupp, Joshua Hadden, Malik Matthews:
An Analysis of Web Tracking Domains in Mobile Applications. 291-298 - Yash Vekaria
Differential Tracking Across Topical Webpages of Indian News Media. 299-308 - Michael Collyer, Joss Wright:
A Bayesian Analysis of Collective Action and Internet Shutdowns in India. 309-318 - Vasilis Ververis, Tatiana Ermakova, Marios Isaakidis, Simone Basso, Benjamin Fabian, Stefania Milan:
Understanding Internet Censorship in Europe: The Case of Spain. 319-328
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