A Collaborative Filtering-Based Two Stage Model with Item Dependency for Course Recommendation

no code implementations • 1 Nov 2023 • Eric L. Lee, Tsung-Ting Kuo, Shou-De Lin

We point out several challenges in applying the existing CF-models to build a course recommendation engine, including the lack of rating and meta-data, the imbalance of course registration distribution, and the demand of course dependency modeling.

Collaborative Filtering Recommendation Systems