Data Analytics, Data Mining and Machine Learning for Social Media

A Latent Dirichlet Allocation Approach using Mixed Graph of Terms for Sentiment Analysis

Mario Casillo, Università degli Studi di Napoli "Federico II"
Fabio Clarizia, Università degli Studi di Salerno
Francesco Colace, Università degli Studi di Salerno
Massimo De Santo, Università degli Studi di Salerno
Marco Lombardi, Università degli Studi di Salerno
Francesco Pascale, Università degli Studi di Salerno

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Collective Classification for Social Media Credibility Estimation

Kyle O'Brien, Amazon, Inc.
Olga Simek, MIT Lincoln Laboratory
Frederick Waugh, MIT Lincoln Laboratory

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Detection of Sentiment Provoking Events in Social Media

Hoda Daou, American University of Beirut

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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DEvIR: Data Collection and Analysis for the Recommendation of Events and Itineraries

Diana Nurbakova, INSA Lyon (National Institute of Applied Sciences of Lyon)
Léa Laporte, LIRIS/INSA Lyon
Sylvie Calabretto, INSA Lyon
Jerome Gensel, Université Grenoble Alpes

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Gradients of Fear and Anger in the Social Media Response to Terrorism

Matthew Baucum, University of Southern California
Richard John, University of Southern California

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Incorporating Context and Location Into Social Media Analysis: A Scalable, Cloud-Based Approach for More Powerful Data Science

Jennings Anderson, University of Colorado Boulder
Gerard Casas Saez, University of Colorado Boulder
Kenneth Anderson, University of Colorado Boulder
Leysia Palen, University of Colorado Boulder
Rebecca Morss, National Center for Atmospheric Research

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
Jennifer Xu, Bentley University
Kevin Mentzer, Bryant University

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Toward Automatic Fake News Classification

Souvick Ghosh, Rutgers University
Chirag Shah, Rutgers University

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Unsupervised Content-Based Characterization and Anomaly Detection of Online Community Dynamics

Danelle Shah, Massachusetts Institute of Technology
Michael Hurley, Massachusetts Institute of Technology
Jessamyn Liu, Massachusetts Institute of Technology
Matthew Daggett, Massachusetts Institute of Technology

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Utilizing Social Media For Lead Generation

Adjitesh Prakash, National College of Ireland
Simon Caton, National College of Ireland
Christian Haas, University of Nebraska at Omaha

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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Which Way to the Wheat Field? Women of the Radical Right on Facebook

Megan Squire, Elon University

Grand Wailea, Hawaii

12:00 AM - 12:00 AM

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