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15th WebSci 2023: Austin, TX, USA

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Proceedings of the 15th ACM Web Science Conference 2023, WebSci 2023, Austin, TX, USA, 30 April 2023 - 1 May 2023. ACM 2023

Politics and Ideology

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  - conf/websci/MiyazakiMMNUKA23
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Kunihiro Miyazaki, Taichi Murayama, Akira Matsui, Masaru Nishikawa, Takayuki Uchiba, Haewoon Kwak, Jisun An:
Political Honeymoon Effect on Social Media: Characterizing Social Media Reaction to the Changes of Prime Minister in Japan. 1-12
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  - conf/websci/000223
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Francesco Pierri:
Political advertisement on Facebook and Instagram in the run up to 2022 Italian general election. 13-22
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  - conf/websci/ZhangKGA23
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Hong Zhang, Haewoon Kwak, Wei Gao, Jisun An:
Wearing Masks Implies Refuting Trump?: Towards Target-specific User Stance Prediction across Events in COVID-19 and US Election 2020. 23-32
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  - conf/websci/VasconcellosLM23
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Paulo Henrique Santos Vasconcellos, Pedro Diógenes de Almeida Lara, Humberto Torres Marques-Neto:
Analyzing Polarization And Toxicity On Political Debate In Brazilian TikTok Videos Transcriptions. 33-42
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  - conf/websci/BalciLCSSB23
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Utkucan Balci, Chen Ling, Emiliano De Cristofaro, Megan Squire, Gianluca Stringhini, Jeremy Blackburn:
Beyond Fish and Bicycles: Exploring the Varieties of Online Women's Ideological Spaces. 43-54
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  - conf/websci/TrujilloC23
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Amaury Trujillo, Stefano Cresci:
One of Many: Assessing User-level Effects of Moderation Interventions on r/The_Donald. 55-64

Misinformation and Misperceptions

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Francesco Pierri, Luca Luceri, Nikhil Jindal, Emilio Ferrara:
Propaganda and Misinformation on Facebook and Twitter during the Russian Invasion of Ukraine. 65-74
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  - conf/websci/HoseiniMBFZ23
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Mohamad Hoseini, Philipe Melo, Fabrício Benevenuto, Anja Feldmann, Savvas Zannettou:
On the Globalization of the QAnon Conspiracy Theory Through Telegram. 75-85
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  - conf/websci/Ma0SK23
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Yingchen Ma, Bing He, Nathan Subrahmanian, Srijan Kumar:
Characterizing and Predicting Social Correction on Twitter. 86-95
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  - conf/websci/HosseiniS23
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Akram Sadat Hosseini, Steffen Staab:
Emotional Framing in the Spreading of False and True Claims. 96-106
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  - conf/websci/ParkEIMFS23
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Jinkyung Park, Rahul Dev Ellezhuthil, Joseph Isaac, Christoph Mergerson, Lauren Feldman, Vivek K. Singh:
Misinformation Detection Algorithms and Fairness across Political Ideologies: The Impact of Article Level Labeling. 107-116
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  - conf/websci/YudhoatmojoCB23
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Satrio Baskoro Yudhoatmojo, Emiliano De Cristofaro, Jeremy Blackburn:
Understanding the Use of e-Prints on Reddit and 4chan's Politically Incorrect Board. 117-127

Language and Emotions

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Jinfen Li, Lu Xiao:
Multi-emotion Recognition Using Multi-EmoBERT and Emotion Analysis in Fake News. 128-135
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Julie Jiang, Jesse Thomason, Francesco Barbieri, Emilio Ferrara:
Geolocated Social Media Posts are Happier: Understanding the Characteristics of Check-in Posts on Twitter. 136-146
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Hadi Asghari, Freya Hewett, Theresa Züger:
On the Prevalence of Leichte Sprache on the German Web. 147-152
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  - conf/websci/MittalBJPG23
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Juhi Mittal, Abha Belorkar, Vinit Jakhetiya, Venu Pokuri, Sharath Chandra Guntuku:
Language on Reddit Reveals Differential Mental Health Markers for Individuals posting in Immigration Communities. 153-162
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  - conf/websci/BarCLLTF23
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Dominik Bär, Fausto Calderon, Michael Lawlor, Sophia Licklederer, Manuel Totzauer, Stefan Feuerriegel:
Analyzing Social Media Activities at Bellingcat. 163-173
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  - conf/websci/LiuJRCEUG23
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Tingting Liu, Devansh Jain, Shivani R. Rapole, Brenda Curtis, Johannes C. Eichstaedt, Lyle H. Ungar, Sharath Chandra Guntuku:
Detecting Symptoms of Depression on Reddit. 174-183

Fairness and Bias

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Ángel Pavón Pérez, Miriam Fernández, Hasan Al-Madfai, Grégoire Burel, Harith Alani:
Tracking Machine Learning Bias Creep in Traditional and Online Lending Systems with Covariance Analysis. 184-195
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  - conf/websci/Elmas23
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Tugrulcan Elmas:
The Impact of Data Persistence Bias on Social Media Studies. 196-207
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  - conf/websci/DasKPGS023
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Paramita Das, Sai Keerthana Karnam, Anirban Panda, Bhanu Prakash Reddy Guda, Soumya Sarkar, Animesh Mukherjee:
Diversity matters: Robustness of bias measurements in Wikidata. 208-218
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  - conf/websci/WangS23
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Weixiang Wang, Sucheta Soundarajan:
Fair Link Prediction with Multi-Armed Bandit Algorithms. 219-228
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  - conf/websci/BerteKP23
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Margherita Bertè, Kyriaki Kalimeri, Daniela Paolotti:
Monitoring Gender Gaps via LinkedIn Advertising Estimates: the case study of Italy. 229-238
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  - conf/websci/HaakS23
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Fabian Haak, Philipp Schaer:
Qbias - A Dataset on Media Bias in Search Queries and Query Suggestions. 239-244

Harmful and Problematic Behavior

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Mithun Das, Animesh Mukherjee:
Transfer Learning for Multilingual Abusive Meme Detection. 245-250
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  - conf/websci/RussoRCV23
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Giuseppe Russo Latona, Manoel Horta Ribeiro, Giona Casiraghi, Luca Verginer:
Understanding Online Migration Decisions Following the Banning of Radical Communities. 251-259
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  - conf/websci/ArenasNRF23
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Maricarmen Arenas, Pratheeksha Nair, Reihaneh Rabbany, Golnoosh Farnadi:
Social Media as a Vector for Escort Ads: A Study on OnlyFans advertisements on Twitter. 260-270
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  - conf/websci/KwartengBTFF23
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Joseph Kwarteng, Grégoire Burel, Aisling Third, Tracie Farrell, Miriam Fernández:
Understanding Misogynoir: A Study of Annotators' Perspectives. 271-282
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  - conf/websci/WangWR23
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Xinyu Wang, Maggie Wu, Sarah Rajtmajer:
From Yellow Peril to Model Minority: Asian stereotypes in social media during the COVID-19 pandemic. 283-291
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  - conf/websci/QayyumZW0KK23
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Hina Qayyum, Benjamin Zi Hao Zhao, Ian D. Wood, Muhammad Ikram, Nicolas Kourtellis, Mohamed Ali Kâafar:
A longitudinal study of the top 1% toxic Twitter profiles. 292-303

Online Communities and Digital Analytics

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  - conf/websci/Alby23
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Tom Alby:
Popular, but hardly used: Has Google Analytics been to the detriment of Web Analytics? 304-311
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  - conf/websci/ChandraC23
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Mohit Chandra, Munmun De Choudhury:
What Makes Some Workplaces More Favorable to Remote Work? Unpacking Employee Experiences During COVID-19 Via Glassdoor. 312-323
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  - conf/websci/YanagidaKKYOF23
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Yuki Yanagida, Makoto P. Kato, Yuka Kawada, Takehiro Yamamoto, Hiroaki Ohshima, Sumio Fujita:
What Web Search Behaviors Lead to Online Purchase Satisfaction? 324-334
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  - conf/websci/MarshallGMSS23
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Catherine C. Marshall, Partha S. R. Goguladinne, Mudit Maheshwari, Apoorva Sathe, Frank M. Shipman III:
Who Broke Amazon Mechanical Turk?: An Analysis of Crowdsourcing Data Quality over Time. 335-345
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  - conf/websci/TricomiCCS23
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Pier Paolo Tricomi, Marco Chilese, Mauro Conti, Ahmad-Reza Sadeghi:
Follow Us and Become Famous! Insights and Guidelines From Instagram Engagement Mechanisms. 346-356
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  - conf/websci/ShaNH23
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Alyssa Shuang Sha, Bernardo Pereira Nunes, Armin Haller:
Link Topics from Q&A Platforms using Wikidata: A Tool for Cross-platform Hierarchical Classification. 357-362

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