Abstract
Retrieving and composing individuals’ capabilities are the matter of several research fields, like competence-based management, human resources management, enterprise knowledge management systems, knowledge representation systems, etc. This work focuses on capability representation, discovery and composition in heterogeneous, and possibly distributed, knowledge representation environments. We define a capability representation language in Description Logics, and we propose approaches and algorithms for capability management and discovery. In addition, we outline how our proposals are implemented in a mediator-based prototype system.
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
Alonso, G., Casati, F.: Web services and service-oriented architectures. In: ICDE, p. 1147. IEEE Computer Society, Los Alamitos (2005)
Baader, F., Calvanese, D., McGuinness, D.L., Nardi, D., Patel-Schneider, P.F. (eds.): The Description Logic Handbook: Theory, Implementation, and Applications. Cambridge University Press, Cambridge (2003)
Beeri, C., Levy, A., Rousset, M.C.: Rewriting Queries Using Views in Description Logics. In: ACM Symposium on Principles Of Database Systems, pp. 99–108. Tucson, Arizona (1997)
Berio, G., Harzallah, M.: Knowledge management for competence management. Journal of Universal Knowledge Management 0(1), 21–28 (2005)
Borgida, A.: Description Logics in Data Management. IEEE Transactions on Knowledge and Data Engineering 7(5), 671–682 (1995)
Borgida, A., Devanhu, P.: Adding more ”DL” to IDL: Towards more Knowledgeable Component Interoperability. In: 21rst International Conference on Software Engineering, ICSE 1999, pp. 378–387. ACM Press, Los Angeles (May 1999)
Bouchaib, F., Boudjlida, N., Talantikite, H.N.: A generic model of knowledge and competence of domains. In: Abdelwahed, E.H., Mountassir, H. (eds.) Proceedings of the 3rd International Conference on Web and Information Technologies, ICWIT 2010, Marrakech, Morocco, pp. 209–220 (June 2010)
Boudjlida, N.: A Mediator-Based Architecture for Capability Management. In: Hamza, M. (ed.) Proceedings of the 6th International Conference on Software Engineering and Applications, SEA 2002, pp. 45–50. MIT, Cambridge (November 2002)
Boudjlida, N., Cheng, D.: Gestion distribuée de compétences et de leurs complémentarité. In: Obaid, A. (ed.)Proc. 9ème Conférence Internationale sur les NOuvelles TEchnologies de la REpartition, NOTERE 2009, Montréal, Canada, pp. 64–75 (June-July 2009) ISBN 978-2-9809407-1-2
Boudjlida, N., Dong, C.: Federated Mediators for Query Composite-Answers. In: Enterprise Informations Systems, vol. VI, pp. 31–38. Kluwer Academics Publishers, Dordrecht (2006) ISBN10 1-4020-3674-4
Calvanese, D., de Giacomo, D., Lenzerini, M., Nardi, D., Rosati, R.: Information Integration: Conceptual Modeling and Reasoning Support. In: 6th International Conference on Cooperative Information Systems, CoopIS 1998, pp. 280–291 (1998)
Dennis, J., Horn, E.V.: Programming semantics for multiprogrammed computations. Communications of the Association of Computing Machinery, 143–155 (March 1966)
DL-org: Description logics (2007), http://dl.kr.org/
Dong, C.: Capability representation on increased \(\mathcal{ALN}\). In: Doctoral Symposium of Interoperability for Enterprise Software and Applications Conference, Bordeaux, France (March 2006)
Dong, C.: Capability Management and Discovery in Heterogeneous Environments. Ph.D. thesis, Nancy University, UHP Nancy 1, LORIA (F) (November 2008)
Gasmi, B., Boudjlida, N., Talantikite, H.N.: Conceptual graphs for competence management. In: Ghenima, M., Smaili, K., Sidhom, S. (eds.) Proceedings of the 3rd International Conference on Information Systems and Business Intelligence, SIIE 2010, pp. 505–514. IHE Editions, Sousse (February 2010)
Genesereth, M.R.: Knowledge Interchange Format (1998)
ISO: Standard for conceptual graphs (2003), http://www.jfsowa.com/cg/
Kifer, M., Lausen, G., Wu, J.: Logical foundations of object-oriented and frame-based languages. Journal of the Association for Computing Machinery 42, 741–843 (1995), citeseer.ist.psu.edu/kifer90logical.html
Martin, P.: Knowledge representation in CGLF, CGIF, KIF, frame-CG and formalized-english. In: Priss, U., Corbett, D.R., Angelova, G. (eds.) ICCS 2002. LNCS (LNAI), vol. 2393, pp. 77–91. Springer, Heidelberg (2002), http://link.springer.de/link/service/series/0558/bibs/2393/23930077.htm
Miller, G.A., et al.: Wordnet 2.0 (2003), http://www.cogsci.princeton.edu/~wn/
Nonaka, I., Takeuchi, H.: The Knowledge - Creating Company: How Japanese Companies Create the Dynamics of Innovation. Oxford University Press, Oxford (1995), http://www.loc.gov/catdir/enhancements/fy0604/94040408-d.html
Schmidt-Schauss, M., Smolka, G.: Attribute Concepts Description with Complements. Artificial Intelligence Journal 48(1), 1–26 (1991)
UDDI.org: Uddi: Universal description, discovery and integration. Technical White Paper (September 2003), http://uddi.org
Velardi, P., Cucchiarelli, A., Petit, M.: Supporting scientific collaboration in a network of excellence through a semantically indexed knowledge map. In: Doumeingts, G., Muller, J., G.M., Vallespir, B. (eds.) Proceedings of the 2nd International Conference On Interoperability for Entreprise Software and Applications, I-ESA 2006, pp. 231–241. Springer, Bordeaux (March 2006)
Vernhout, A.: Management challenges in the competence-based organization. Competence-Based Management Website (2007)
Wickler, G.J.: Using Expressive and Flexible Action Representation to Reason about Capabilities for Intelligent Agent Cooperation. Ph.D. thesis, University of Edinburgh (1999)
Wiederhold, G.: Mediators in the architecture of future information systems. IEEE Computer 25(3), 38–49 (1992)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Boudjlida, N., Cheng, D. (2010). Complementarity in Competence Management: Framework and Implementation. In: Meersman, R., Dillon, T., Herrero, P. (eds) On the Move to Meaningful Internet Systems: OTM 2010. OTM 2010. Lecture Notes in Computer Science, vol 6426. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-16934-2_36
Download citation
DOI: https://doi.org/10.1007/978-3-642-16934-2_36
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-16933-5
Online ISBN: 978-3-642-16934-2
eBook Packages: Computer ScienceComputer Science (R0)