EDM Topics

The following topics are currently investigated in the community:

Educational data processing and representation

• Educational data acquisition
• Educational domain representation
• Educational data preparation
• Educational data quality issues
• TL behavior construction
• EDM benchmark data

TL behavior analysis

• TL behavior modeling
• TL behavior pattern analysis
• TL demographic analysis
• Replication analysis
• Plagiarism analysis
• TL group analysis
• TL sequence analysis
• TL evolution analysis
• TL history analysis
• Mobility analysis

EDM social analysis

• Educational social factor analysis
• Educational psychological factor analysis
• Educational pedagogical analysis
• TL hidden network and its behavior

Performance, effect and impact analysis

• TL performance profiling
• TL cause effect analysis
• TL intervention evaluation

Evaluation and validation

• EDM evaluation methods
• TL validation methods

EDM software and applications

• EDM software and tools
• Mobile computing EDM tools
• Educational teacher support
• Web-based EDM tools
• Applications
• Lessons