Research Challenges In Data Mining
by Jiawei Han
Tuesday, April 22, 2008, 10:00am
LH 8 ITE building
Research in data mining has led to advanced knowledge discovery
technologies and applications. In this talk, we will discuss some
emerging research issues for advanced technologies and
applications in data mining and discuss some recent progress in
this direction, including (1) exploration of the power of pattern
mining, (2) analysis of multidimensional, heterogeneous and
evolving information network, (3) mining of fast changing data
streams, (4) mining of moving object data, RFID data, and data
from sensor networks, (5) spatiotemporal and multimedia data
mining, (6) biological data mining, (7) text and Web mining, (8)
data mining for software engineering and computer system
analysis, and (9) data cube-oriented multidimensional online
analytical analysis.