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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
Published in The 14th Learning Analytics and Knowledge Conference (LAK ’24), 2024
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
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Undergraduate/Graduate course, UC Berkeley College of Computing, Data Science, and Society, 2021
Jan 2021 – May 2023
Undergraduate/Graduate course, UC Berkeley College of Computing, Data Science, and Society, 2022
May 2022 – Dec 2022
Undergraduate/Graduate course, UC Berkeley, School of Information, 2023
Jan 2023 – May 2023