40 citations · 59 across the 10 of their papers we have counts for
3 papers · 1 filter
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…
Recursive Tree Grammar Autoencoders
Benjamin Paassen, Irena Koprinska, Kalina Yacef
Machine learning on trees has been mostly focused on trees as input to algorithms. Much less research has investigated trees as output, which has many applications, such as molecul…
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…