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

CSR Communication on Twitter - A Scoping Review on Social Media Mining and Analytic Methods

Katharina Pilgrim, Witten/Herdecke University
Jonathan Koss, University Witten/Herdecke
Sabine Bohnet-Joschko, Witten Herdecke University

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12:00 AM - 12:00 AM

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Deploying Artificial Intelligence to Combat Covid-19 Misinformation on Social Media: Technological and Ethical Considerations

Barry Cartwright, International CyberCrime Research Center, Simon Fraser University
Richard Frank, Simon Fraser University
George Weir, University of Strathclyde
Karmvir Padda, International CyberCrime Research Center, Simon Fraser University
Sarah-May Strange, Simon Fraser University

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12:00 AM - 12:00 AM

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

Jeffry Babb, West Texas A&M University
Kevin Mentzer, Nichols College
David Yates, Bentley University

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12:00 AM - 12:00 AM

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Is a Pretrained Model the Answer to Situational Awareness Detection on Social Media?

Siaw Ling Lo, Singapore Management University
Kahhe Lee, Singapore Management University
Yuhao Zhang, Singapore Management University

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12:00 AM - 12:00 AM

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Revisiting Review Depth in Search for Helpful Online Reviews

Shardul Dorwat, University of Queensland
Morteza Namvar, University of Queensland
Saeed Akhlaghpour, University of Queensland

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12:00 AM - 12:00 AM

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The Trending Customer Needs (TCN) Dataset: A Benchmarking and Automated Evaluation Approach for New Product Development

David Kilroy, University College Dublin
Simon Caton, University College Dublin
Graham Healy, Dublin City University

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12:00 AM - 12:00 AM

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Visualization of POI Category on the Dynamic Rasterized Map Tiles from Geo-Tagged Social Media (Twitter) with SZ-GAT

Huaze Xie, Kyoto Sangyo University
Da Li, Fukuoka University
Yuanyuan Wang, Yamaguchi University
Yukiko Kawai, Kyoto Institute of Technology

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12:00 AM - 12:00 AM

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WallStreetBets: An Analysis of Investment Advice Democratization

Tolga Buz, Hasso Plattner Institute
Gerard De Melo, Hasso Plattner Institute

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12:00 AM - 12:00 AM

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What Can Online Doctor Reviews Tell Us? A Deep Learning Assisted Study of Telehealth Service

Haijing Hao, Bentley University
Bin Zhang, Texas A&M University
Yongcheng Zhan, California Polytechnic State University
Jiang Wu, Wuhan University

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12:00 AM - 12:00 AM

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What Do Customers Say About My Products? Benchmarking Machine Learning Models for Need Identification

Sven Stahlmann, University of Cologne
Oliver Ettrich, Kühne Logistics University
Marco Kurka, University of Cologne
Detlef Schoder, University of Cologne

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12:00 AM - 12:00 AM

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What Drives Sentiments on Social Media? An Exploratory Study on the 2021 Canadian Federal Election

Hiba Mohammad Noor, Toronto Metropolitan University
Ozgur Turetken, Toronto Metropolitan University - Ted Rogers School of Management

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12:00 AM - 12:00 AM

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