Towards more relevance-oriented data mining research

Data mining (DM) research has successfully developed advanced DM techniques and algorithms over the last few decades, and many organisations have great expectations to take more benefit of their data warehouses in decision making. Currently, the strong focus of most DM-researchers is still only on technology-oriented topics. Commonly the DM research has several stakeholders, the major of which can be divided into internal and external ones each having their own point of view, and which are at least partly conflicting. The most important internal groups of stakeholders are the DM research community and academics in other disciplines. The most important external stakeholder groups are managers and domain experts who have their own utility-based interests to DM and DM research results. In this paper we discuss these practice-oriented points of view towards DM research and suggest broader discussions inside the DM research community about who should do that kind of research. We bring in th...

• Type: Journal
• Year: 2008
• Where: IDA
• Authors: Mykola Pechenizkiy, Seppo Puuronen, Alexey Tsymbal
• Keywords: DM Research, DM Research Community, DM Systems, IDA 2008, Information Technology