Service Intelligence

서비스지능 연구실

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서비스지능 연구실

We focus on data science research for real-world service impacts.

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
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Seo, 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.