Knowledge Tracing to Model Learning in Online Citizen Science Projects.
Kevin CrowstonShane L. LarsonNeda RohaniJoshua R. SmithLaura TrouilleMichael ZevinCarsten S. ØsterlundTae Kyoung LeeCorey Brian JacksonMahboobeh HarandiSarah AllenSara BahaadiniScott CoughlinAggelos K. KatsaggelosPublished in: IEEE Trans. Learn. Technol. (2020)
Keyphrases
- prior knowledge
- online learning
- experimental data
- domain knowledge
- probabilistic model
- learning models
- learning systems
- mathematical model
- learning process
- learning scheme
- knowledge acquisition
- real time
- learning tasks
- mobile learning
- formal model
- expert systems
- reinforcement learning
- knowledge base
- learning mechanism
- learned models
- learner model
- expert knowledge
- background knowledge
- computational model
- supervised learning
- knowledge representation
- active learning
- learning algorithm