posted by user: ecuvelier || 6197 views || tracked by 18 users: [display]

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

FacebookTwitterLinkedInGoogle

Link: http://sadm2010.isti.cnr.it
 
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

http://sadm2010.isti.cnr.it/

***** 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,
E-mail: vbogorny@inf.ufrgs.br

Dr. Hui Xiong,
Management Science and Information Systems Department,
Rutgers, the State University of New Jersey,
Email: hxiong@rutgers.edu

Dr. Chiara Renso,
KDD Laboratory, ISTI-CNR Pisa, Italy, CNR di Pisa
Via G. Moruzzi 56100 PISA - Italy
Email: chiara.renso@isti.cnr.it

Related Resources

ICDM 2024   IEEE International Conference on Data Mining
ECAI 2024   27th European Conference on Artificial Intelligence
AIKE 2024   7th IEEE International Conference on Artificial Intelligence and Knowledge Engineering
ACM-Ei/Scopus-CCISS 2024   2024 International Conference on Computing, Information Science and System (CCISS 2024)
BDCAT 2024   IEEE/ACM Int’l Conf. on Big Data Computing, Applications, and Technologies
AIM@EPIA 2024   Artificial Intelligence in Medicine
DSIT 2024   7th International Conference on Data Science and Information Technology
CVIV 2024   2024 6th International Conference on Advances in Computer Vision, Image and Virtualization (CVIV 2024) -EI Compendex
ISCMI 2024   11th International Conference on Soft Computing and Machine Intelligence
CoMSE 2024   2024 3rd Conference on Materials Science and Engineering (CoMSE 2024)