Abstract
As service-orientation becomes more and more popular in the computer science community, more research is done in applying service-oriented applications in specific fields, including knowledge discovery. In this paper we investigate how the service-oriented paradigm can benefit knowledge discovery, and how specific services and the knowledge discovery process as a whole should be designed. We propose a model for the design of a service-oriented knowledge discovery process, and provide guidelines for the types of functionalities it requires. We also provide a case design to show the application and benefits of the proposed model and design pattern in practise.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Adeva, J.J.G., Calvo, R.A.: Mining text with pimiento. IEEE Internet Computing 10(4), 27–35 (2006)
Cheung, W.K., Zhang, X.-F., Wong, H.-F., Liu, J., Luo, Z.-W., Tong, F.C.H.: Service-oriented distributed data mining. IEEE Internet Computing 10(4), 44–54 (2006)
Datta, S., Bhaduri, K., Giannella, C., Wolff, R., Kargupta, H.: Distributed data mining in peer-to-peer networks. IEEE Internet Computing 10(4), 18–26 (2006)
Uddi Open Draft. Uddi version 2.0 api specification
Guedes, D., Meira Jr., W., Ferreira, R.: Anteater: A service-oriented architecture for high-performance data mining. IEEE Internet Computing 10(4), 36–43 (2006)
The gene ontology, http://www.geneontology.org/
The Open Group. Definition of soa, version 1.1, http://opengroup.org/projects/soa/doc.tpl?gdid=10632
Golub, T.R., Slonim, D.K., Tamayo, P., Huard, C., Gaasenbeek, M., Mesirov, J.P., Coller, H., Loh, M.L., Downing, J.R., Caligiuri, M.A., Bloomfield, C.D., Lander, E.S.: Molecular classification of cancer: class discovery and class prediction by gene expression monitoring. Science 286(5439), 531–537 (1999)
Hasan, J., Duran, M.: Expert Service-Oriented Architecture in C# 2005, 2nd edn. Apress, Berkely (2006)
Kegg: Kyoto encyclopedia of genes and genomes, http://www.genome.jp/kegg/
Meyer, B.: Applying design by contract. IEEE Computer 25(10), 40–51 (1992)
Maglott, D., Ostell, J., Pruitt, K.D., Tatusova, T.: Entrez gene: gene-centered information at ncbi. Nucleic Acids Res. 33 (Database issue) (January 2005)
MyGrid. Taverna workbench 1.7, http://taverna.sourceforge.net/
Trajkovski, I., Zelezný, F., Tolar, J., Lavrac, N.: Relational subgroup discovery for descriptive analysis of microarray data. In: Berthold, M., R., Glen, R.C., Fischer, I. (eds.) CompLife 2006. LNCS (LNBI), vol. 4216, pp. 86–96. Springer, Heidelberg (2006)
The World Wide Web Consortium W3C. Soap version 1.2 part 0: Primer (second edn.), http://www.w3.org/TR/2007/REC-soap12-part0-20070427/
The World Wide Web Consortium W3C. Web services description language (wsdl) 1.1, http://www.w3.org/TR/wsdl
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2008 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
de Bruin, J., Kok, J.N., Lavrac, N., Trajkovski, I. (2008). On the Design of Knowledge Discovery Services Design Patterns and Their Application in a Use Case Implementation. In: Margaria, T., Steffen, B. (eds) Leveraging Applications of Formal Methods, Verification and Validation. ISoLA 2008. Communications in Computer and Information Science, vol 17. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-88479-8_46
Download citation
DOI: https://doi.org/10.1007/978-3-540-88479-8_46
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-88478-1
Online ISBN: 978-3-540-88479-8
eBook Packages: Computer ScienceComputer Science (R0)