Publications
Theses
Knowledge Graph Enhanced Recommender Systems
B.Sc. Thesis · Aalto University, School of Science · September 2025
A literature review comparing traditional recommender systems (collaborative filtering, content-based filtering, hybrid methods) against knowledge graph-enhanced approaches. KG-based systems address the cold start problem and improve explainability through path-based reasoning, at the cost of higher computational overhead and construction complexity.