DRED: An evolutionary diversity generation method for concept drift adaptation in online learning environments.
Jesus L. LoboJavier Del SerMiren Nekane BilbaoCristina PerfectoSancho Salcedo-SanzPublished in: Appl. Soft Comput. (2018)
Keyphrases
- concept drift
- generation method
- online learning environments
- online learning
- computer mediated
- learning experience
- data streams
- drifting concepts
- drift detection
- learning environment
- non stationary
- change detection
- computer conferencing
- content analysis
- data distribution
- classification algorithm
- learning outcomes
- data stream classification
- blended learning
- learning activities
- classifier ensemble
- computer mediated communication
- database
- collaborative learning
- online course
- learning community
- text classification
- support vector machine
- distance education
- feature vectors
- learning strategies