Data Analytics, Data Mining and Machine Learning for Social Media

Detecting Political Bots on Twitter during the 2019 Finnish Parliamentary Election

Sippo Rossi, Aalto University School of Business
Matti Rossi, Aalto University
Bikesh Upreti, Aalto University School of Business
Yong Liu, Aalto University School of Business

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Evaluation of VI index forecasting model by machine learning for Yahoo! stock BBS using volatility trading simulation

Kodai Sasaki, Nara Institute of Science and Technology
Hirohiko Suwa, Nara Institute of Science and Technology
Yuki Ogawa, Ritsumeikan University
Eiichi Umehara, Tokyo City University
Tatsuo Yamashita, Yahoo Japan Corporation
Kota Tsubouchi, Yahoo Japan Corporation

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Generalized Blockmodeling of Multi-Valued Networks

Nathanael Brown, Sandia National Laboratories
Linda Nozick, Cornell University

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Identifying Citation Sentiment and its Influence while Indexing Scientific Papers

Souvick Ghosh, Rutgers University
Chirag Shah, Rutgers University

Grand Wailea, Hawaii

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

David Yates, Bentley University
Dominique Haughton, Bentley University
Kevin Mentzer, Bryant University

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Measuring and Unpacking Affective Polarization on Twitter: The Role of Party and Gender in the 2018 Senate Races

Kevin Mentzer, Bryant University
Kate Fallon, Bryant University
Janet Prichard, Bryant University
David Yates, Bentley University

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Success Factors of Donation-Based Crowdfunding Campaigns: A Machine Learning Approach

Massara Alazazi, University of Texas Rio Grande Valley
Bin Wang, University of Texas Rio Grande Valley
Tareq Allan, Dakota State University

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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The New Window to Athletes’ Soul – What Social Media Tells Us About Athletes’ Performances

Arne Gruettner, University of St.Gallen
Min Vitisvorakarn, University of St.Gallen
Thiemo Wambsganss, University of St.Gallen
Roman Rietsche, University of St.Gallen
Andrea Back, University of St.Gallen

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Using Data Analytics to Filter Insincere Posts from Online Social Networks A case study: Quora Insincere Questions

Mohammad Al-Ramahi, Texas A&M, San Antonio
Izzat Alsmadi, Texas A&M, San Antonio

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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