Statements (25)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
|
| gptkbp:application |
personalized learning
adaptive educational systems student modeling |
| gptkbp:basedOn |
Bayesian inference
|
| gptkbp:citation |
Corbett, A. T., & Anderson, J. R. (1995). Knowledge tracing: Modeling the acquisition of procedural knowledge. User Modeling and User-Adapted Interaction, 4(4), 253-278.
|
| gptkbp:estimatedCost |
probability of mastery
|
| gptkbp:field |
artificial intelligence in education
educational data mining |
| gptkbp:hasModel |
student knowledge
|
| https://www.w3.org/2000/01/rdf-schema#label |
Bayesian Knowledge Tracing
|
| gptkbp:input |
student responses
|
| gptkbp:introduced |
gptkb:Albert_T._Corbett
gptkb:John_R._Anderson |
| gptkbp:introducedIn |
1995
|
| gptkbp:output |
probability student knows a skill
|
| gptkbp:parameter |
learning rate
guess probability initial knowledge slip probability |
| gptkbp:relatedTo |
gptkb:Deep_Knowledge_Tracing
Item Response Theory |
| gptkbp:usedIn |
intelligent tutoring systems
|
| gptkbp:bfsParent |
gptkb:BKT
|
| gptkbp:bfsLayer |
6
|