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SADM 2009 : Second International Workshop on Semantic Aspects in Data Mining

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Link: http://sadm09.isti.cnr.it
 
When Dec 6, 2009 - Dec 6, 2009
Where Miami, USA
Submission Deadline Jul 17, 2009
Notification Due Sep 8, 2009
Final Version Due Sep 28, 2009
Categories    data mining
 

Call For Papers

Second International Workshop on Semantic Aspects in Data Mining (SADM'09)
In conjunction with the 2009 IEEE International Conference on Data Mining (ICDM 2009)
Miami, Florida, USA, December 6 - 9, 2009

SADM09 is the Second Edition of the Semantic Aspects of Data Mining Workshop. The SADM first edition has been held in Pisa in December 2008, in conjunction with ICDM 2008.

The objective of SADM is to introduce standardized formal methods which can explicitly consider data semantics, background knowledge, or reasoning in the mining process. This knowledge has to be represented/formalized in a knowledge repository, such as ontologies,conceptual schemas, knowledge bases, etc. The main aspect is that this knowledge has to be explicitly incorporated into the KDD process, where the algorithms for data preprocessing,data mining or post-processing make use of this knowledge to improve the KDD process. The key idea is to develop a more general understanding about how to exploit data semantics and background knowledge, and to create standardized procedures for designing more intelligent data mining methods. We believe that such an effort can lead to the development of the science of semantic data mining.

Important Dates:

* July 17, 2009 : Due date for full workshop papers
* September 8, 2009 : Notification of paper acceptance to authors
* September 28, 2009 : Camera-ready of accepted papers
* December 6, 2009 : Workshop date

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