Adaptive Testing Model as the Method of Quality Knowledge Control Individualizing.
Nonna ShapovalovaOlena RybalchenkoIryna DotsenkoSvitlana BilashenkoAndrii StriukLevan SaitgareevPublished in: ICTERI Workshops (2019)
Keyphrases
- prior knowledge
- mathematical model
- test data
- probabilistic model
- prediction model
- study proposes
- statistical model
- objective function
- evaluation method
- cost function
- parameter estimation
- sensitivity analysis
- high order
- classification algorithm
- input data
- detection method
- theoretical analysis
- prior information
- closed form
- knowledge base
- bayesian framework
- statistical information
- analytical model
- control policy
- tree structure
- high quality
- significant improvement
- em algorithm
- optimization method
- similarity measure
- modeling method
- reconstruction method
- classification method
- autoregressive
- network model
- domain knowledge
- linear regression
- knowledge representation
- kalman filter
- test cases
- control method
- probability distribution
- expert systems
- evaluation model
- support vector machine
- statistical methods
- conceptual model
- multiple models
- neural network
- item response theory