CCVis: Visual Analytics of Student Online Learning Behaviors Using Course Clickstream Data.
Maggie Celeste GouldenEric GrondaYurou YangZihang ZhangJun TaoChaoli WangXiaojing DuanG. Alex AmbroseKevin AbbottPatrick MillerPublished in: Visualization and Data Analysis (2019)
Keyphrases
- online learning
- visual analytics
- clickstream data
- interactive visualization
- data analysis
- website
- visual analysis
- user centric
- learning environment
- e learning
- knowledge discovery
- student learning
- learning process
- learning analytics
- data visualization
- instructional design
- information visualization
- distance learning
- distance education
- blended learning
- active learning
- higher education
- learning styles
- preprocessing
- data mining methods
- drug discovery
- browsing behavior
- data warehouse