The student's dilemma: ranking and improving prediction at test time without access to training data
Fabio ParisiFrancesco StrinoBoaz NadlerYuval KlugerPublished in: CoRR (2013)
Keyphrases
- training data
- test data
- prediction accuracy
- learning algorithm
- decision trees
- training set
- prior knowledge
- ranking algorithm
- post test
- ranking functions
- test set
- multiple choice
- student model
- prediction model
- intelligent tutoring systems
- test cases
- learning environment
- learning styles
- access control
- web search
- student learning
- classification accuracy
- domain knowledge
- learning to rank
- supervised learning
- item response theory
- item bank