Publications

Extracting Course Similarity Signal using Subword Embeddings

Published in The 14th Learning Analytics and Knowledge Conference (LAK ’24), 2024

Download paper here

Recommended citation: Yinuo Xu and Zachary A. Pardos. 2024. Extracting Course Similarity Signal using Subword Embeddings. In The 14th Learning Analytics and Knowledge Conference (LAK ’24), March 18–22, 2024, Kyoto, Japan. ACM, New York, NY, USA, 7 pages. https://doi.org/10.1145/3636555.3636903 https://doi.org/10.1145/3636555.3636903

Mining Detailed Course Transaction Records for Semantic Information

Published in Proceedings of the 16th International Conference on Educational Data Mining, 2023

Similarity-based course recommendations from detailed enrollment data

Recommended citation: Y. Xu and Z. A. Pardos. Mining detailed course transaction records for semantic information. In M. Feng, T. K¨aser, and P. Talukdar, editors, Proceedings of the 16th International Conference on Educational Data Mining, pages 388–395, Bengaluru, India, July 2023. International Educational Data Mining Society. https://educationaldatamining.org/EDM2023/proceedings/2023.EDM-short-papers.39/2023.EDM-short-papers.39.pdf