watch list
Hot
research topics, could lead to enabling technology for tomorrow's
application
- link analysis/relational mining
- spatial temporal/data stream mining/time series mining
*problem to solve: change, trends, evolution character, clustering,
classification, frequent/similar pattern
*application: transaction, weather, network, finance, web stream,
telecom data
- visualization/visual mining
*visualization of data, process as well as result
*visual mining (use visualization to help with discoverying pattern,
trends, structure, irregular relationship)
*user guided, interactive data mining
*user friendly mining (link to visualization of mining process)
- mining with imprecise / incomplete data
- probabilistic reasoning based data mining
- online learning
- mining VLDB
*in-database mining (industry trend: clementine+Oracle, SAP+Oracle,
Teradata+Angoss)
- web mining (e.g. sementic web)
- e-commerce application (e.g click stream mining, market agent)
- discovery informatics (a newly coined phrase, see academic
definition here, and
a business version of definition here)