Semantic annotation and services for KDD tools sharing and reuse

Proceedings - IEEE International Conference on Data Mining Workshops, ICDM Workshops 2008

Volumn , Issue , 2008, Pages 761-770

  Diamantini, Claudia ^a   Potena, Domenico ^a  

^a UNIVERSITÀ POLITECNICA DELLE MARCHE   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

INFORMATION MANAGEMENT; INFORMATION THEORY; SEMANTICS; TECHNICAL PRESENTATIONS; WEB SERVICES;

RESEARCH GROUPS; SEMANTIC ANNOTATIONS; SEMANTIC ENRICHMENTS; SERVICE-ORIENTED; SOFTWARE SCOPES; SOFTWARE TOOLS; WEB SERVICE TECHNOLOGIES;

COMPUTER SOFTWARE REUSABILITY;

EID: 62449283313     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDMW.2008.43     Document Type: Conference Paper

References (26)

1. WSBPEL: Web Services Business Process Execution Language. http://docs.oasis-open.org/wsbpel/2.0/OS/wsbpelv2.0-OS.html. Last viewed: October 2008.
2. A. S. Ali, O. F. Rana, and I. J. Taylor. Web services composition for distributed data mining. In Proc. of Int. Conf. Workshop on Parallel Processing, pages 11-18. IEEE Computer Society, June 14-17 2005.
3. A. Bernstein, F. Provost, and S. Hill. Toward intelligent assistance for a data mining process: An ontology-based approach for cost-sensitive classification. IEEE Trans. on Knowl. and Data Eng., 17(4), 2005.
4. M. Cannataro. Knowledge Discovery and Ontology-based services on the Grid. In The First GGF Semantic Grid Workshop, Chicago IL, USA, Oct. 2003.
5. W. K. Cheung, X.-F. Zhang, H.-F. Wong, J. Liu, Z.-W. Luo, and F. C. H. Tong. Service-oriented distributed data mining. IEEE Internet Computing, 10(4):44-54, 2006.
6. C. Comito, C. Mastroianni, and D. Talia. Metadata, ontologies and information models for resource management in grid-based pse toolkits. International Journal of Web Services Research, 3(4):52-72, October 2006.
7. A. Congiusta, D. Talia, and P. Trunfio. Service-oriented middleware for distributed data mining on the grid. J. Parallel Distrib. Comput., 68(1):3-15, 2008.
8. CRISP-DM site. http://www.crisp-dm.org.
9. Data Mining Group. PMML Ver. 3.2 Specification. http://www.dmg.org/pmml- v3-2.html. Last viewed: October 3, 2008.
10. C. Diamantini, D. Potena, and J. Cellini. UDDI registry for Knowledge Discovery in Databases services. In Proc. of the International Symposium on Collaborative Technologies and Systems, pages 321-328, Orlando, FL, USA, May 21-25 2007. IEEE.
11. C. Diamantini, D. Potena, and M. Panti. Developing an Open Knowledge Discovery Support System for a Network Environment. In Proc. of the 2005 Int. Symposium on Collaborative Technologies and Systems, pages 274-281, Saint Louis, Missouri, USA, May 15-20 2005.
12. R. Grossman, M. Hornik, and G. Meyer. Data Mining Standards Initiatives. Communications of the ACM, 45(8):59-61, August 2002.
13. D. Guedes, W. Meira, and R. Ferreira. Anteater: A serviceoriented architecture for high-performance data mining. IEEE Internet Computing, 10(4):36-43, 2006.
14. H. Kargupta, A. Joshi, K. Sivakumar, and Y. Yesha. Data Mining, Next Generation Challenges and Future Directions. AAAI/MIT Press, 2004.
15. A. Kumar, A. Kantardzic, P. Ramaswamy, and P. Sadeghian. An Extensible Service Oriented Distributed Data Mining Framework. In Proc. IEEE/ACM Int. Conf. on Machine Learning and Applications, Louisville, KY, USA, 16-18 Dec. 2004.
16. D. Martin, et al. OWL-S: Semantic markup for web services. http://www.w3.org/Submission/OWL-S/. W3C, November 2004.
17. R. Meo and G. Psaila. Toward xml-based knowledge discovery systems. In Proc. of the IEEE Int. Conf. on Data Mining, pages 665-668, 2002.
18. S. Moyle and A. Jorge. Ramsys - a methodology for supporting rapid remote collaborative data mining projects. In Proc. ECML/PKDD Workshop on Integrating Aspects of Data Mining, Decision Support and Meta-Learning, pages 20-31, September 2001.
19. D. Potena and C. Diamantini. Description of Knowledge Discovery Tools in KDTML. In Proc. of Computer and Their Applications track of the 1st Int. conf. CCSP 2005, pages 144-248, Kuala Lumpur, Malaysia, Nov 14-16 2005. IEEE.
20. A. Romei, S. Ruggieri, and F. Turini. KDDML: A middleware language and system for knowledge discovery in databases. Data & Knowledge Engineering, 57(2):179-220, 2006.
21. J. F. Sowa. Ontology, metadata, and semiotics. In Proc. International Conference on Conceptual Structures, pages 55-81, London, UK, 2000. Springer-Verlag.
22. D. Talia, P. Trunfio, and O. Verta. The weka4ws framework for distributed data mining in service-oriented grids. Concurrency and Computation: Practice and Experience, 2008.
23. C.-Y. Tsai and M.-H. Tsai. A dynamic web service based data mining process system. In Proc. of the 5th Int. Conf. on Computer and Information Technology, pages 1033-1039. IEEE Computer Society, Sept. 21-23 2005.
24. UDDI site. http://www.uddi.org.
25. I. H. Witten and F. Eibe. Data Mining: Practical machine learning tools and techniques. Morgan Kaufmann, San Francisco, 2nd edition, 2005.
26. WSMO site. http://www.wsmo.org/index.html.