Data Mining Lab.
Welcome to Data Mining Laboratory in the Department of Computer Science and Engineering at Seoul National University. Our research interests lie in artificial intelligence (AI), data mining, and machine learning to find models, algorithms, and systems for data analysis. Specifically, we focus on the following research topics: deep learning & machine learning, recommendation system, graphs/tensors, and financial AI.
What's New
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[Mar. 2023] Yong-chan Park won SNU BK21 Star Student Researcher Fellowship
M.S./Ph.D. student Yong-chan Park won SNU BK21 Star Student Researcher Fellowship. SNU BK21 Star Student Researcher Fellowship is given to outstanding graduate students doing exceptional work in their field. Congratulations!
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[Feb. 2023] 2 students in DM lab won the Best Thesis Award
M.S./Ph.D. student Jun-Gi Jang won the Best Ph.D. Thesis Award. M.S. student Hyojin Jeon also won the Best M.S. Thesis Award. Best Thesis Award is given to outstanding student in the Department of Computer Science and Engineering at Seoul National University. Congratulations!
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[Oct. 2022] Professor U Kang won the Shinyang Engineering Academic Award
Professor U Kang won the Shinyang Engineering Academic Award. The Shinyang Engineering Academic Award is given to professors with outstanding achievements among young professors under the age of 49 who are promoted to full and associate professors at Seoul National University's engineering school. Congratulations!
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[Aug. 2022] Hyunsik Jeon won CIKM 2022 Travel Award
Ph.D. student Hyunsik Jeon won CIKM 2022 Travel Award for his conference registration. Hyunsik will present his paper "Accurate Action Recommendation for Smart Home via Two-Level Encoders and Commonsense Knowledge" in CIKM 2022. Congratulations!
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[Aug. 2022] A paper accepted to CIKM 2022, a top tier data mining conference.
The paper "Accurate Action Recommendation for Smart Home via Two-Level Encoders and Commonsense Knowledge" is accepted to CIKM 2022, a top tier data mining conference. The paper proposed a SmartSense, an accurate action recommendation method for smart home.