Educational Data Mining and Learning Analytics in Programming: Literature Review and Case Studies.
Petri IhantolaArto VihavainenAlireza AhadiMatthew ButlerJürgen BörstlerStephen H. EdwardsEssi IsohanniAri KorhonenAndrew PetersenKelly RiversMiguel Ángel RubioJudy SheardBronius SkupasJaime SpaccoClaudia SzaboDaniel TollPublished in: ITiCSE-WGR (2015)
Keyphrases
- literature review
- educational data mining
- learning analytics
- case study
- student modeling
- student success
- learning analytics and knowledge
- visual analytics
- computer programming
- networked learning
- public libraries
- student model
- bayesian networks
- problem based learning
- computer programs
- learning sciences
- knowledge management
- knowledge discovery
- user interface
- data mining