Statements (27)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:application |
intelligent tutoring systems
student knowledge modeling |
| gptkbp:citation |
high
|
| gptkbp:field |
gptkb:machine_learning
educational data mining |
| https://www.w3.org/2000/01/rdf-schema#label |
Deep Knowledge Tracing
|
| gptkbp:influenced |
Dynamic Key-Value Memory Networks
Graph-based Knowledge Tracing Self-Attentive Knowledge Tracing |
| gptkbp:input |
sequence of student responses
|
| gptkbp:introduced |
gptkb:Chris_Piech
gptkb:Mehran_Sahami gptkb:Jure_Leskovec gptkb:Leonidas_Guibas Surya Ganguli Jonathan Bassen Jonathan Huang |
| gptkbp:introducedIn |
2015
|
| gptkbp:openSource |
gptkb:GitHub
|
| gptkbp:output |
probability of correct answer
|
| gptkbp:predicts |
student performance
|
| gptkbp:publishedIn |
gptkb:NIPS_2015
|
| gptkbp:relatedTo |
gptkb:Bayesian_Knowledge_Tracing
|
| gptkbp:uses |
recurrent neural networks
|
| gptkbp:bfsParent |
gptkb:Bayesian_Knowledge_Tracing
|
| gptkbp:bfsLayer |
7
|