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Major research field
We focus on data science research for real-world service impacts.
Desired field of research
We focus on data science research for real-world service impacts.
Research Keywords and Topics
Knowledge Discovery, Data Science, Service Intelligence
Research Publications
MORESeo, H., Shin, J., Kim, K., Lim, C. and Bae, J., "Driving Risk Assessment using Nonnegative Matrix Factorization with Driving Behavior Records," IEEE Transactions on Intelligent Transportation Systems, Vol. 23, No. 11, 20398-20412, 2022.
Shin, J., Lee, C., Lim, C., Shin, Y. and Lim, J., "Recommendation in Offline Stores: A Gamification Approach for Learning the Spatiotemporal Representation of Indoor Shopping," Proceedings of the 28th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD), August 14 - 18, 2022.
Lee, C., Kim, S., Jeong, S., Kim, J., Kim, Y., Lim, C. and Jung, M., "MIND Dataset for Diet Planning and Dietary Healthcare with Machine Learning: Dataset Creation using Combinatorial Optimization and Controllable Generation with Domain Experts," Proceedings of the 35th Conference on Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track, December 6 - 14, 2021.