- E-mailqinyi.liu@uib.no
- Visitor AddressChristies gate 125015 Bergen
- Postal AddressPostboks 78075020 Bergen
Hello, I'm a Ph.D. candidate from the Centre for the science of learning & technology, University of Bergen, Norway. My research focuses on using artificial intelligence and data-driven tools (e.g., generative AI, Privacy-Perserving Machine Learning) to address privacy and data protection issues in learning analytics and to build trustworthy learning analytics.
IGSIN919V Introduction to practical machine learning, University of Bergen
IGSIN919 Introduction to practical machine learning, University of Bergen
- (2023). Understanding privacy and data protection issues in learning analytics using a systematic review. British Journal of Educational Technology (BJET).
- (2024). Scaling While Privacy Preserving: A Comprehensive Synthetic Tabular Data Generation and Evaluation in Learning Analytics. ACM Publications.
- (2023). Perspectives of Multimodal Data Sharing and Privacyin VR Learning Rooms.
- (2023). Neuroscience Inspired Artificial Working Memory.
- (2023). A detail survey of identified privacy and data protection issues for learning analytics.
- (2024). Learning analytics for enhanced professional capital development: a systematic review. Frontiers in Psychology.
More information in national current research information system (CRIStin)
If you would like to collaborate on a project do not hesitate to get in touch.
I would love to hear from someone who is also interested in synthetic data generation and privacy-enhancing technology, it would be really great to apply the latest technology to the education/learning field!