We are drowning in the flood of Big Data, and yet dying of thirst for knowledge. Our goal is to sail “from big data to deep knowledge!”  The Noah’s Ark that takes us there is built with Data Mining and Artificial Intelligence.

Our Research

Our lab aims to harness the big data via Artificial Intelligence and Data Mining technologies.

• Natural Language Processing and Information Retrieval Group
  This group focuses on how to make machines and human communicate in a seamless manner via natural languages, and to extract deep knowledge from text and media data. Learn more…
• Large-scale Data Mining and Machine Learning Group
  In this group, we focus on developing highly scalable and effective data mining and machine learning algorithms and systems for mining the big data. Learn more…
• Social Media and Mobile Intelligence Group
  In this area, our focus is to develop state-of-the-art algorithms and systems for learning from the social media, social network and mobile data, and to gain deep knowledge into social network data. Learn more…
• Human-Computer Interaction and Systems Group
  In this area, our aim is to gain a better understanding on how to develop smooth human-machine systems that allow the interaction to be natural and effortless. We also develop large-scale systems that can exhibit intelligence. Learn more…
• Machine Learning Theory Group
  In this area, our aim is to gain a better understanding of human and machine learning and adaptive capabilities through modeling and mathematical theories. Learn more…