5 citations · 5 across the 2 of their papers we have counts for
4 papers
Social Media-based User Embedding: A Literature Review
Shimei Pan, Tao Ding
Automated representation learning is behind many recent success stories in machine learning. It is often used to transfer knowledge learned from a large dataset (e.g., raw text) to…
Automatically Infer Human Traits and Behavior from Social Media Data
Shimei Pan, Tao Ding
Given the complexity of human minds and their behavioral flexibility, it requires sophisticated data analysis to sift through a large amount of human behavioral evidence to model h…
Social Media-based Substance Use Prediction
Tao Ding, Warren K. Bickel, Shimei Pan
In this paper, we demonstrate how the state-of-the-art machine learning and text mining techniques can be used to build effective social media-based substance use detection systems…
$1 Today or $2 Tomorrow? The Answer is in Your Facebook Likes
Tao Ding, Warren K. Bickel, Shimei Pan
In economics and psychology, delay discounting is often used to characterize how individuals choose between a smaller immediate reward and a larger delayed reward. People with high…