Abstract
A framework for modeling Semantic Web Service is proposed. It is based on Description Logic (DL), hence it is endowed with a formal semantics and, in addition, it allows for expressing constraints in service descriptions of different strengths, i.e. Hard and Soft Constraints. Semantic service discovery can be performed by matching DL descriptions, expressing both Hard and Soft constraints, and exploiting DL inferences. Additionally, a method for solving the problem of ranking services is proposed which is based on the use of a semantic similarity measure for DL. This method can rank (matched) service descriptions on the grounds of their semantic similarity w.r.t. the service request, by preferring those that are able to better satisfy both Hard and Soft Constraints.
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
Baader, F., Calvanese, D., McGuinness, D., Nardi, D., Patel-Schneider, P. (eds.): The Description Logic Handbook. Cambridge University Press, Cambridge (2003)
Bock, H.H.: Analysis of Symbolic Data: Exploratory Methods for Extracting Statistical Information from Complex Data. Springer, Heidelberg (1999)
Calì, A., Calvanese, D., Colucci, S., Di Noia, T., Donini, F.M.: A description logic based approach for matching user profiles. In: Description Logics (2004)
d’Amato, C., Fanizzi, N., Esposito, F.: A semantic similarity measure for expressive description logics. In: Pettorossi, A. (ed.) Proceedings of Convegno Italiano di Logica Computazionale, CILC 2005, Rome, Italy (2005)
Gonzales-Castillo, J., Trastour, D., Bartolini, C.: Description logics for matchmaking of services. In: Proc. of KI 2001 Workshop on Applications of Description Logics, vol. 44 (2001)
Grimm, S., Motik, B., Preist, C.: Variance in e-business service discovery. In: Proceedings of the ISWC Workshop on Semantic Web Services (2004)
Li, L., Horrocks, I.: A software framework for matchmaking based on semantic web technology. In: WWW 2003: Proceedings of the 12th international conference on World Wide Web, pp. 331–339. ACM Press, New York (2003)
McIlraith, S.A., Martin, D.L.: Bringing semantics to web services. IEEE Intelligent Systems 18(1), 90–93 (2003)
Di Noia, T., Di Sciascio, E., Donini, F.M., Mongiello, M.: A system for principled matchmaking in an electronic marketplace. In: WWW, pp. 321–330 (2003)
Paolucci, M., Kawamura, T., Payne, T.R., Sycara, K.P.: Semantic matching of web services capabilities. In: Horrocks, I., Hendler, J. (eds.) ISWC 2002. LNCS, vol. 2342, pp. 333–347. Springer, Heidelberg (2002)
Paolucci, M., Sycara, K.P.: Autonomous semantic web services. IEEE Internet Computing 7(5), 34–41 (2003)
Preist, C.: A conceptual architecture for semantic web services. In: McIlraith, S.A., Plexousakis, D., van Harmelen, F. (eds.) ISWC 2004. LNCS, vol. 3298, pp. 395–409. Springer, Heidelberg (2004)
Trastour, D., Bartolini, C., Gonzalez-Castillo, J.: A semantic web approach to service description for matchmaking of services. In: SWWS, pp. 447–461 (2001)
Trastour, D., Bartolini, C., Preist, C.: Semantic web support for the business-to-business e-commerce lifecycle. In: WWW 2002: Proceedings of the 11th international conference on World Wide Web, pp. 89–98. ACM Press, New York (2002)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
d’Amato, C., Staab, S. (2006). Modeling, Matching and Ranking Services Based on Constraint Hardness. In: Eder, J., Dustdar, S. (eds) Business Process Management Workshops. BPM 2006. Lecture Notes in Computer Science, vol 4103. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11837862_44
Download citation
DOI: https://doi.org/10.1007/11837862_44
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-38444-1
Online ISBN: 978-3-540-38445-8
eBook Packages: Computer ScienceComputer Science (R0)