Abstract
Pervasive applications are encountered in a number of settings, including smart houses, intelligent buildings or connected plants. Service-Oriented Computing is today the technology of choice for implementing and exposing resources in such environments. The selection of appropriate services at the right moment in order to compose meaningful applications is however a real issue. In this paper, we propose a FCA-based solution to this problem. We have integrated FCA algorithms in our pervasive gateways and adapted them in order to allow efficient runtime selection of heterogeneous and dynamic services. This work has been applied to realistic use cases in the scope of a European project.
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
Ait-Ameur, Y.: A semantic repository for adaptive services. In: IEEE Congress on Services, pp. 211–218. IEEE Computer Society, Los Alamitos (2009)
Assaghir, Z., Kaytoue, M., Meira, W., Villerd, J.: Extracting decision trees from interval pattern concept lattices. In: Concept Lattices and their Applications (2011)
Azmeh, Z., Driss, M., Hamoui, F., Huchard, M., Moha, N., Tibermacine, C.: Selection of composable web services driven by user requirements. In: IEEE International Conference on Web Services, ICWS 2011, pp. 395–402. IEEE Computer Society, Los Alamitos (2011)
Bardin, J., Lalanda, P., Escoffier, C.: Towards an Automatic Integration of Heterogeneous Services and Devices. In: Proceedings of IEEE Asia-Pacific Services Computing Conference, pp. 171–178. IEEE Computer Society, Los Alamitos (2010)
Bruno, M., Canfora, G., Penta, M.D., Scognamiglio, R.: An approach to support web service classification and annotation. In: Proceedings of the 2005 IEEE International Conference on e-Technology, e-Commerce and e-Service (EEE 2005), pp. 138–143. IEEE Computer Society, Los Alamitos (2005)
Chollet, S., Lalanda, P., Bardin, J.: Service-Oriented Computing: from Web Services to Service-Oriented Components. In: Lee, J., Ma, S-P., Liu, A. (eds.) Service Life Cycle Tools and Technologies: Methods, Trends and Advances, pp. 1–20. IGI Global (2011)
Chollet, S., Lestideau, V., Lalanda, P., Maurel, Y., Colomb, P., Raynaud, O.: Building FCA-based Decision Trees for the Selection of Heterogeneous Services. In: SCC 2011: Proceedings of the 2011 IEEE International Conference on Services Computing, pp. 616–623. IEEE Computer Society, Washington, DC (2011)
Escoffier, C., Hall, R.S., Lalanda, P.: iPOJO: an Extensible Service-Oriented Component Framework. In: IEEE International Conference on Services Computing (SCC), pp. 474–481. IEEE Computer Society, Los Alamitos (2007)
Ganter, B., Kuznetsov, S.O.: Pattern Structures and Their Projections. In: Delugach, H.S., Stumme, G. (eds.) ICCS 2001. LNCS (LNAI), vol. 2120, pp. 129–142. Springer, Heidelberg (2001)
Ganter, B., Wille, R.: Formal Concept Analysis - Mathematical Foundations. Springer, Heidelberg (1999)
Lalanda, P., Bourcier, J., Bardin, J., Chollet, S.: Development of service-oriented pervasive home applications. In: Al-Qutayri, M.A. (ed.) Smart Home Systems, pp. 1–16. I. Book (February 2010)
Nourine, L., Raynaud, O.: A fast incremental algorithm for building lattices. Journal of Experimental & Theoretical Artificial Intelligence 14(2-3), 217–227 (2002)
Papazoglou, M.P.: Service-Oriented Computing: Concepts, Characteristics and Directions. In: Proceedings of the Fourth International Conference on Web Information Systems Engineering, Los Alamitos, CA, USA, pp. 3–12 (December 2003)
Peng, D., Huang, S., Wang, X., Zhou, A.: Management and retrieval of web services based on formal concept analysis. In: Proceedings of the The Fifth International Conference on Computer and Information Technology, pp. 269–275. IEEE Computer Society, Los Alamitos (2005)
Polaillon, G.: Interpretation and reduction of galois lattices of complex data. In: Rizzi, A., Vichi, M., Bock, H.-H. (eds.) Advances in Data Science and Classification, pp. 433–440. Springer (1998)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2012 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Chollet, S., Lestideau, V., Maurel, Y., Gandrille, E., Lalanda, P., Raynaud, O. (2012). Practical Use of Formal Concept Analysis in Service-Oriented Computing. In: Domenach, F., Ignatov, D.I., Poelmans, J. (eds) Formal Concept Analysis. ICFCA 2012. Lecture Notes in Computer Science(), vol 7278. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-29892-9_11
Download citation
DOI: https://doi.org/10.1007/978-3-642-29892-9_11
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-29891-2
Online ISBN: 978-3-642-29892-9
eBook Packages: Computer ScienceComputer Science (R0)