Mining Course Trajectories of Successful and Failure Students: A Case Study.
Jin Soung YooYei-Sol WooSang Jun ParkPublished in: ICBK (2017)
Keyphrases
- success or failure
- student learning
- learning environment
- undergraduate students
- learning experience
- researchers and practitioners interested
- higher education
- computer science students
- high school students
- learning process
- collaborative learning
- mining algorithm
- distance education
- high school
- learning outcomes
- e learning
- learning activities
- frequent itemsets
- case study
- college students
- distance learning
- pattern mining
- intelligent tutoring systems
- university students
- frequent patterns
- mobile learning
- location prediction
- students learning
- conceptual understanding
- programming course
- computer programming
- learning styles
- cooperative learning
- problem based learning
- control group
- tutoring system
- text mining
- data mining
- knowledge discovery
- spatio temporal
- educational environment
- engineering students
- data mining techniques
- data streams
- test bed
- video games