SADM 2010 - Third International Workshop on Semantic Aspects in Data Mining (SADM'10)

Website datamining.it.uts.edu.au/icdm10/index.php/workshops | Edit Freely

Category SADM 2010

Deadline: July 23, 2010 | Date: December 13, 2010

Venue/Country: Sydney, Australia

Updated: 2010-06-04 19:32:22 (GMT+9)

Call For Papers - CFP

In conjunction with the 2010 IEEE International Conference on Data Mining (ICDM 2010)

December 13-17, 2010, Sydney, Australia

SADM10 is the Third 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 in Miami in conjunction with ICDM 2009.

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 23, 2010: Due date for full workshop papers

September 20, 2010 : Notification of paper acceptance to authors

October 11, 2010 : Camera-ready of accepted papers

December 13, 2010 : Workshop date

Workshop Chairs

Dr. Vania Bogorny,

Universidade Federal do Rio Grande do Sul

Dr. Hui Xiong,

Rutgers, the State University of New Jersey,

Dr. Chiara Renso,

KDD Laboratory, ISTI-CNR Pisa, Italy,