40 citations · 49 across the 3 of their papers we have counts for
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cs.LG2021★ 2 cited
ast2vec: Utilizing Recursive Neural Encodings of Python Programs
Benjamin Paaßen, Jessica McBroom, Bryn Jeffries +2
Educational datamining involves the application of datamining techniques to student activity. However, in the context of computer programming, many datamining techniques can not be…
cs.LG2020★ 7 cited
DETECT: A Hierarchical Clustering Algorithm for Behavioural Trends in Temporal Educational Data
Jessica McBroom, Kalina Yacef, Irena Koprinska
Techniques for clustering student behaviour offer many opportunities to improve educational outcomes by providing insight into student learning. However, one important aspect of st…