More about HKUST
Big Data in Pictures: Opportunities and Challenges for Data Visualization
Speaker: Dr. Huamin QU Department of Computer Science and Engineering Hong Kong University of Science & Technology Title: "Big Data in Pictures: Opportunities and Challenges for Data Visualization" Date: Monday, 24 February, 2014 Time: 4:00pm - 5:00pm Venue: Lecture Theater F (near lifts 25/26), HKUST Abstract: Data visualization is widely considered a key to big data analytics and has become a hot topic recently. In the 2012 press release of Obama Government's big data initiative, it specially mentioned a US $2 million funding support to train undergraduates to use graphical and visualization techniques for complex data. At 2013, Tableau Software, a company marketing interactive data visualization products, raised $254M in IPO and its market value reached almost 4 billion US dollars. Stories about data visualization and its roles in the big data era are covered in the New York Times, Washington Post, Wall Street Journal, Harvard Business Review, Wired, etc. In this talk, I will first briefly introduce the history of data visualization, its main research problems and major approaches. I will then discuss the relationships between data visualization and related fields like data mining and human-computer interaction. After that I will talk about opportunities and challenges for data visualization research in the big data era. Finally, I will present three ongoing visualization research projects conducted at the Hong Kong University of Science and Technology: 1) visualization of social media data like Twitter data; 2) visualization of data collected from online education platforms like Coursera; 3) visualization of trajectory data and air quality data for urban informatics. ************************ Biography: Huamin Qu is an associate professor in the Department of Computer Science and Engineering at the Hong Kong University of Science and Technology. His main research interests are in visualization and computer graphics. He is currently an associate editor of the IEEE Transactions on Visualization and Computer Graphics (TVCG), a paper co-chair for IEEE VIS'14, and a steering committee member of the IEEE Pacific Visualization Conferences and the VINCI conferences. He has co-edited five special issues/sections for various journals including a theme issue "Big Data Visualization" for the IEEE Computer Graphics and Applications at 2013. He received an Honorable Mention for Best Paper Award at IEEE Visualization 2009, an IBM Faculty Award at 2009, and a best paper award at the 13th International Conference on Computer-Aided Design and Computer Graphics at 2013. Students under his supervision have also received various awards including the HKICT Best Innovation and Research Award, IBM PhD Fellowship Award, and SENG PhD Research Excellence Award. He obtained a BS in Mathematics from Xi'an Jiaotong University, China, an MS and a PhD in Computer Science from the Stony Brook University.