Knowledge Tracing Unplugged: From Data Collection to Model Deployment.
Luiz A. L. RodriguesAnderson P. Avila-SantosThomaz Edson Veloso da SilvaRodolfo Sena da PenhaCarlos NetoGeiser Chalco ChallcoErmesson L. dos SantosEverton SouzaGuilherme Corredato GuerinoThales VieiraMarcelo MarinhoValmir MacarioIg Ibert BittencourtDiego DermevalSeiji IsotaniPublished in: AIED (1) (2024)
Keyphrases
- data collection
- knowledge base
- prior knowledge
- computational model
- prediction model
- probabilistic model
- formal model
- conceptual model
- experimental data
- decision making
- objective function
- expert knowledge
- knowledge acquisition
- mathematical model
- reasoning process
- database
- statistical model
- knowledge based systems
- knowledge representation
- probability distribution
- multi agent systems
- learning algorithm