The IEEE ICDM 2004 workshop on the Foundation of Data Mining and
the IEEE ICDM 2005 workshop on the Foundation of Semantic Oriented
Data and Web Mining focused on topics ranging from the foundations
of data mining to new data mining paradigms. The workshops brought
together both data mining researchers and practitioners to discuss
these two topics while seeking solutions to long standing data
mining problems and stimul- ing new data mining research
directions. We feel that the papers presented at these workshops
may encourage the study of data mining as a scienti?c ?eld and
spark new communications and collaborations between researchers and
practitioners.
Toexpressthevisionsforgedintheworkshopstoawiderangeofdatam- ing
researchers and practitioners and foster active participation in
the study of foundations of data mining, we edited this volume by
involving extended and updated versions of selected papers
presented at those workshops as well as some other relevant
contributions. The content of this book includes st- ies of
foundations of data mining from theoretical, practical,
algorithmical, and managerial perspectives. The following is a
brief summary of the papers contained in this book.
General
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