Data Analytics, Data Mining, and Machine Learning for Social Media

A Comparative Evaluation of the SIR and SEIZ Epidemiological Models to Describe the Diffusion Characteristics of COVID-19 Polarizing Viewpoints on Online Social Networks

Maryam Maleki, California State University, Dominguez Hills
Nitin Agarwal, University of Arkansas at Little Rock

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Beyond Privacy: Understanding and Mitigating Doxing in the Digital Environment

Tharun Bottlapally, University of North Carolina at Charlotte
Lina Zhou, University of North Carolina at Charlotte

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Fine-grained Feature Fusion Framework for Online Crowdfunding Success Prediction

Yiming Zhao, Baruch College, The City University of New York
Chaoqun Deng, Baruch College, The City University of New York
Qiang Gao, Baruch College, The City University of New York

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From PogChamps to Insights: Detecting Original Content in Twitch Chat

Jari Lindroos, University of Jyväskylä
Jaakko Peltonen, Tampere University
Tanja Välisalo, University of Jyväskylä
Raine Koskimaa, University of Jyvaskyla
Ida Toivanen, University of Jyväskylä

Hilton Waikoloa Village, Hawaii

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How Are Employees Using Collaboration Software to Support Their Work? A Method for Analyzing Digital Traces in Enterprise Collaboration Systems

Petra Schubert, University of Koblenz
Susan Williams, University of Koblenz
Martin Just, University of Koblenz
Jens Alberts, University of Koblenz
Sebastian Bahles, University of Koblenz

Hilton Waikoloa Village, Hawaii

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Introduction to the Minitrack on Data Analytics, Data Mining, and Machine Learning for Social Media

David Yates, Bentley University
Kevin Mentzer, Nichols College
Natalie Gerhart, Creighton University

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The Interplay of Heuristic and Systematic Processing of Information in News Validation: A Natural Language Processing Approach

James Boyce, University of Queensland
Morteza Namvar, University of Queensland
Yiying Liu, University of Queensland
Beibei Lyu, University of Queensland
Martha Mensforth, University of Queensland
Hsi-Wen (Arvin) Tao, University of Queensland

Hilton Waikoloa Village, Hawaii

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Unmasking Public Sentiment: A Sample Efficient Approach to Analyzing Twitter Opinion on US Aid to Ukraine

Satanu Ghosh, University of New Hampshire
Souvick Ghosh, San Jose State University
Nikhil Dewitt, ICANN Lab
Denise Mccoy, San Jose State University

Hilton Waikoloa Village, Hawaii

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Unpacking Algorithmic Bias in YouTube Shorts by Analyzing Thumbnails

Mert Can Cakmak, University of Arkansas at Little Rock
Nitin Agarwal, University of Arkansas at Little Rock

Hilton Waikoloa Village, Hawaii

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