Future Work (Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing)
The authors made predictions in test set on totally new students. In this paper only pairwise interactions were provided and for the future research it would be interesting to generalize interactions to k-way terms. Instead of binary outcomes it might be interesting to consider graded outcomes.
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Introduction (Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing)
Reference for Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing
Related Work (Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing)
Knowledge Tracing Machines (Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing)
Experiments (Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing)
Results and Discussion (Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing)
Future Work (Knowledge Tracing Machines: Factorization Machines for Knowledge Tracing)