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SADM 2010 : Third International Workshop on Semantic Aspects in Data Mining


When Dec 13, 2010 - Dec 13, 2010
Where Sydney, Australia
Submission Deadline Jul 23, 2010
Notification Due Sep 20, 2010
Final Version Due Oct 11, 2010
Categories    data mining   semantic web

Call For Papers

Third International Workshop on Semantic Aspects in Data Mining (SADM)

In conjunction with the 2010 IEEE International Conference on Data Mining (ICDM 2010)
Sydney, Australia, December 13, 2010

***** Preliminary Call For Papers *****

Knowledge Discovery is the process of automatic extraction of new knowledge from data. However, the characteristics of the data, their semantics as well as the contextual knowledge
that already exists about the data has rarely been explicitly incorporated into in the discovery process. Semantic and reasoning aspects may intervene in several steps of the discovery process, but how these aspects interact within the process, and the forms that this can take, is an issue that has been given little attention so far.
The workshop will seek submissions where semantic information plays an explicit role in the knowledge discovery process. Contributions where general methods for exploiting semantics in the knowledge discovery process are introduced will be preferred. There are no limitations in the data mining sub-areas, ranging from biological data mining, privacy preserving data mining, web mining, text mining, spatio-temporal data mining and many others, provided a clear evidence on how semantics improves the quality of the mining process (e.g. in terms of more efficiency or more meaningful results) is clearly reported in the paper.

More specifically, the aim of the workshop is to receive original contributions in the following topics, which are not exclusive:

– Techniques to embed semantics into the discovery process
– Semantics in data pre-processing and post-processing
– Semantic-based pruning
– Knowledge-based data mining algorithms
– Semantic-based techniques for feature selection
– Ontologies in data pre-processing and mining
– Ontology-based evaluation of discovered patterns
– Data Mining Query Languages
– Constraint-based data mining
– Conceptual modeling and 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 Organizers:

Dr. Vania Bogorny,
Instituto de Informatica,
Universidade Federal do Rio Grande do Sul,

Dr. Hui Xiong,
Management Science and Information Systems Department,
Rutgers, the State University of New Jersey,

Dr. Chiara Renso,
KDD Laboratory, ISTI-CNR Pisa, Italy, CNR di Pisa
Via G. Moruzzi 56100 PISA - Italy

Related Resources

ICDM 2018   IEEE International Conference on Data Mining
OnTheMove 2018   ▶ CFP: OntheMove Federated Conferences 2018, Valletta, Malta, 22-26 October 2018
ECML-PKDD 2018   European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases
AusDM 2018   Australasian Data Mining Conference
WI 2018   2018 IEEE/WIC/ACM International Conference on Web Intelligence
ICMLB 2018   International Conference on Machine Learning and Big Data 2018
ISCSAI 2018   2018 International Symposium on Computer Science and Artificial Intelligence
ICDIM 2018   Thirteenth International Conference on Digital Information Management (ICDIM 2018)
ISWC 2018   17th International Semantic Web Conference
ACII 2018   Advanced Computational Intelligence: An International Journal