Abstract
The paper illustrates SSONDE, a framework to assess semantic similarity on linked data entities. It describes the framework architecture, its design assumptions and its configuration functionalities. SSONDE relies on an instance similarity in which asymmetricity and context dependence are specifically conceived to compare linked data resources according to their metadata. Two different applications to consume linked datasets are illustrated showing SSONDE as a building block technology to sift linked data resources.
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
Bizer, C., Cyganiak, R.: D2R Server – Publishing Relational Databases on the Semantic Web. Poster at the 5th International Semantic Web Conference, Athens, USA (2006)
Oren, E., Delbru, R., Catasta, M., Cyganiak, R., Stenzhorn, H., Tummarello, G.: Sindice.com: a document-oriented lookup index for open linked data. International Journal of Metadata Semantics and Ontologies 3, 37 (2008)
Volz, J., Bizer, C., Gaedke, M., Kobilarov, G.: Discovering and Maintaining Links on the Web of Data. In: Bernstein, A., Karger, D.R., Heath, T., Feigenbaum, L., Maynard, D., Motta, E., Thirunarayan, K. (eds.) ISWC 2009. LNCS, vol. 5823, pp. 650–665. Springer, Heidelberg (2009)
Tummarello, G., Cyganiak, R., Catasta, M., Danielczyk, S., Delbru, R., Decker, S.: Sigma: Live views on the Web of Data. Web Semantics: Science, Services and Agents on the World Wide Web 8, 8–17 (2010)
Albertoni, R., De Martino, M.: Asymmetric and Context-Dependent Semantic Similarity among Ontology Instances. In: Spaccapietra, S. (ed.) Journal on Data Semantics X. LNCS, vol. 4900, pp. 1–30. Springer, Heidelberg (2008)
Heath, T., Bizer, C.: Linked Data: Evolving the Web into a Global Data Space. Synthesis Lectures on the Semantic Web: Theory and Technology 1, 1–136 (2011)
Schultz, A., Matteini, A., Isele, R., Mendes, P.N., Bizer, C., Becker, C.: LDIF - A Framework for Large-Scale Linked Data Integration. In: 21st International World Wide Web Conference (WWW 2012), Developers Track, Lyon, France (2012)
Isele, R., Umbrich, J., Bizer, C., Harth, A.: LDspider: An open-source crawling framework for the Web of Linked Data. In: Proceedings of 9th International Semantic Web Conference (ISWC 2010) Posters and Demos, pp. 6–9 (2010)
Baldassarre, C., Daga, E., Gangemi, A., Gliozzo, A., Salvati, A., Troiani, G.: Semantic Scout: Making Sense of Organizational Knowledge. In: Cimiano, P., Pinto, H.S. (eds.) EKAW 2010. LNCS, vol. 6317, pp. 272–286. Springer, Heidelberg (2010)
Albertoni, R., De Martino, M.: Semantic Technology to Exploit Digital Content Exposed as Linked Data. In: Cunningham, P., Cunningham, M. (eds.) eChallenges e-2011. IIMC International Information Management Corporation, pp. 1–8 (2011) ISBN: 978-1-905824-27-4
Euzenat, J., Shvaiko, P.: Ontology matching. Springer (2007)
Janowicz, K., Keßler, C., Schwarz, M., Wilkes, M., Panov, I., Espeter, M., Bäumer, B.: Algorithm, Implementation and Application of the SIM-DL Similarity Server. In: Fonseca, F., Rodríguez, M.A., Levashkin, S. (eds.) GeoS 2007. LNCS, vol. 4853, pp. 128–145. Springer, Heidelberg (2007)
Rada, R., Mili, H., Bicknell, E., Blettner, M.: Development and application of a metric on semantic nets. IEEE Transactions on Systems Man and Cybernetics 19, 17–30 (1989)
Schwering, A.: Hybrid Model for Semantic Similarity Measurement. In: Meersman, R., Tari, Z. (eds.) OTM 2005. LNCS, vol. 3761, pp. 1449–1465. Springer, Heidelberg (2005)
Pirró, G., Euzenat, J.: A Feature and Information Theoretic Framework for Semantic Similarity and Relatedness. In: Patel-Schneider, P.F., Pan, Y., Hitzler, P., Mika, P., Zhang, L., Pan, J.Z., Horrocks, I., Glimm, B. (eds.) ISWC 2010, Part I. LNCS, vol. 6496, pp. 615–630. Springer, Heidelberg (2010)
d’Amato, C., Fanizzi, N., Esposito, F.: A dissimilarity measure for ALC concept descriptions. In: Proceedings of the 2006 ACM Symposium on Applied Computing, SAC 2006, pp. 1695–1699. ACM Press (2006)
Hau, J., Lee, W., Darlington, J.: A Semantic Similarity Measure for Semantic Web Services. In: Web Service Semantics Workshop at WWW (2005)
Maedche, A., Zacharias, V.: Clustering Ontology-Based Metadata in the Semantic Web. In: Elomaa, T., Mannila, H., Toivonen, H. (eds.) PKDD 2002. LNCS (LNAI), vol. 2431, pp. 348–360. Springer, Heidelberg (2002)
Grimnes, G.A., Edwards, P., Preece, A.D.: Instance Based Clustering of Semantic Web Resources. In: Bechhofer, S., Hauswirth, M., Hoffmann, J., Koubarakis, M. (eds.) ESWC 2008. LNCS, vol. 5021, pp. 303–317. Springer, Heidelberg (2008)
Albertoni, R., Bertone, A., De Martino, M.: Information Search: The Challenge of Integrating Information Visualization and Semantic Web. In: 16th International Workshop on Database and Expert Systems Applications, DEXA 2005, pp. 529–533. IEEE Computer Society (2005)
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
Albertoni, R., De Martino, M. (2012). SSONDE: Semantic Similarity on LiNked Data Entities. In: Dodero, J.M., Palomo-Duarte, M., Karampiperis, P. (eds) Metadata and Semantics Research. MTSR 2012. Communications in Computer and Information Science, vol 343. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-35233-1_3
Download citation
DOI: https://doi.org/10.1007/978-3-642-35233-1_3
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-35232-4
Online ISBN: 978-3-642-35233-1
eBook Packages: Computer ScienceComputer Science (R0)