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Leveraging Visual Analytics for Modeling Online User Behavior on Social Media
Title
Leveraging Visual Analytics for Modeling Online User Behavior on Social Media
Author
ElTayeby, Omar
Date Created
2020
Subjects--Topical
Computer science
Description
Analysts and domain experts in various fields rely on collecting data about their subjects to understand and predict their behavior. Characterizing and modeling human behavior requires analyzing extensive amounts of data from heterogeneous sources...
Using Topological Data Analysis for Text Classification
Title
Using Topological Data Analysis for Text Classification
Author
Doshi, Pratik
Date Created
2018
Subjects--Topical
Computer science
Description
I show that by applying discourse features derived through topological data analysis(TDA), namely homological persistence, we can improve classification results on thetask of movie genre detection, including identification of overlapping movie gen...