Topic Analysis of Superconductivity Literature by Semantic Non-negative Matrix Factorization

Valentin Stanev, Erik Skau, Ichiro Takeuchi +1

We utilize a recently developed topic modeling method called SeNMFk, extending the standard Non-negative Matrix Factorization (NMF) methods by incorporating the semantic structure…