project
Country Collaboration Prediction
A graph machine-learning study using GDELT event data and temporal country-interaction networks to predict cooperative relationships between countries.
Country Collaboration Prediction is a graph machine-learning study that uses GDELT event records to construct temporal country-interaction networks and predict cooperative relationships between countries.
The repository experiments with Node2Vec embeddings, similarity-based link features, and multiple classification approaches. It includes general temporal datasets alongside Ukraine-Russia and Israel-Palestine case-study graph sets.
Draft status
Full write-up in progress. This page currently summarizes the repository-backed project record.