Embeddings of Nation-Level Social Networks
For nation-scale networks, we present a layer-sensitive random walk, temporal alignment and partitioning techniques and evaluate them on 13 downstream tasks.
DeepWalk
Population-Scale Network Embeddings Expose Educational Divides in Network Structure Related to Right-Wing Populist Voting
We create network embeddings of the Dutch population, use them to predict voting behavior, and explore interpretability techniques for network embeddings.
Representation learning on population registry data
Training vector representations on Dutch registry data.