Educational data mining methods for studying student behaviors minute by minute across an entire school year.
Ryan Shaun Joazeiro de BakerAdriana M. J. B. de CarvalhoJay RaspatVincent AlevenAlbert T. CorbettKenneth R. KoedingerMihaela CoceaArnon HershkovitzPublished in: ICLS (2010)
Keyphrases
- data mining methods
- data mining
- science education
- decision trees
- data mining techniques
- school education
- data mining applications
- data mining algorithms
- predictive modeling
- school teachers
- curriculum development
- formal education
- learning environment
- student learning
- educational process
- e learning
- learning styles
- digital games
- public schools
- data sets
- data mining systems
- teaching practices
- teacher education
- high school students
- databases
- learning analytics