CVPE: A Computer Vision Approach for Scalable and Privacy-Preserving Socio-spatial, Multimodal Learning Analytics.
Xinyu LiLixiang YanLinxuan ZhaoRoberto Martínez MaldonadoDragan GasevicPublished in: LAK (2023)
Keyphrases
- privacy preserving
- learning analytics
- multi party
- privacy preservation
- privacy preserving data mining
- educational data mining
- learning analytics and knowledge
- vertically partitioned data
- networked learning
- spatial data
- private information
- sensitive information
- data privacy
- privacy concerns
- sensitive data
- privacy protection
- differential privacy
- private data
- student success
- privacy sensitive
- secure multiparty computation
- privacy preserving association rule mining
- data publishing
- horizontally partitioned data
- horizontally partitioned
- privacy requirements
- user privacy
- record linkage
- preserving privacy
- privacy guarantees
- machine learning