shivin9 / Adv-ML

Term Project for Adv. Machine Learning Course (CS 6216), NUS

Adv-ML

Term Project for Adv. Machine Learning Course (CS 6216), NUS

Social Media Knowledge Graphs for Social Scientists

Data Collection, Processing, & KG Creation

Temporal KG in Neo4j

Temporal KG for the months of April and June showing graph where the fear emotion is prominant.

Sentiment Graph (Senaph)

Sentiment Graph generation from raw data. The 6-dimentional sentiment vector on the edges represents the sentiments associated with nodes

TransE plots generated from Sentiment Graphs for the emotion 'fear' (colored in blue) for different months.