What is Data Mining? It is a study about extracting knowledge from data. Data is everywhere, heterogeneous, and continuously increasing. For example, rapidly growing are Web data on the Internet, commercial data warehouses, biological data, scientific data, etc. Mining or extracting knowledge from such massive data is important but challenging: rich data but poor information is a common phenomenon in the real world. It has numerous applications in various domains and is still a largely open area.
Data mining tasks
include prediction, classification, association rule mining, clustering, anomaly detection, ranking, etc.
Related fields
are databases, machine learning, statistics, algorithms, pattern recognition, bioinformatics, etc.
Our current research interests reside in Big Data Analytics, Social Network Analysis, Recommendation and Prediction, Support Vector Machines, Integration of Database and Machine Learning, and Biomedical Informatics.

News

  • MS/PhD, PostDoc opening Contact me (hwanjoyu@postech.ac.kr) BEFORE YOU APPLY, If you are interested in joining our lab as a MS/PhD student or PostDoc. Applications will not be considered if ...
    Posted Aug 4, 2015, 7:52 PM by Hwanjo Yu
  • POSTECH is ranked in the top 10 in ACM RecSys Challenge 2015! Chanyoung Park, a member of POSTECH Data mining Lab (http://dm.postech.ac.kr), won the 10th place (top 1.7%) in the ACM RecSys Challenge 2015 (http://2015.recsyschallenge ...
    Posted Aug 3, 2015, 6:12 AM by Chanyoung Park
  • POSTECH won the best poster award at 2013 IEEE ICDE. Our paper, "Scalable and Parallelizable Processing of Influence Maximization for Large-Scale Social Networks", won the best poster award which was chosen out of 150 full and short papers. IEEE ...
    Posted Oct 29, 2013, 4:28 PM by Hwanjo Yu
  • POSTECH attains advanced research capabilities with 150 node high performance computing cluster With a 150 node high performance computing cluster we're able to complete larger scale research projects and advanced computation problems.Each cluster node has 24 GB memory, 3 TB ...
    Posted May 15, 2012, 5:33 AM by Hwanjo Yu
  • POSTECH is named twice on the top three in a world data mining competition! POSTECH data mining lab (http://dm.postech.ac.kr) members, Jaeyong Lee and Ilhwan Ko, won the 2nd and 3rd places respectively in the 2010 UCSD Data Mining Competition (http ...
    Posted Jan 16, 2012, 6:00 PM by Taehoon Kim
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