Challenges to data mining regarding data mining methodology and user interaction issues.
Mining different kinds of knowledge in databases
Interactive mining of knowledge at multiple levels of abstraction
Incorporation of background knowledge
Data mining query languages and ad hoc data mining
Presentation and visualization of data mining results
Handling noisy or incomplete data
Pattern evaluation