Scaling While Privacy Preserving: A Comprehensive Synthetic Tabular Data Generation and Evaluation in Learning Analytics.
Qinyi LiuMohammad KhalilJelena JovanovicRonas ShakyaPublished in: LAK (2024)
Keyphrases
- privacy preserving
- learning analytics
- data generation
- privacy preservation
- privacy preserving data mining
- vertically partitioned data
- multi party
- educational data mining
- private data
- privacy sensitive
- private information
- privacy concerns
- sensitive information
- learning analytics and knowledge
- data privacy
- privacy protection
- differential privacy
- visual analytics
- secure multiparty computation
- machine learning
- privacy issues
- streaming data
- active learning
- training data
- feature selection
- data mining