Article

What should i link to? identifying relevant sources and classes for data linking

Authors:

Andriy Nikolov,

Mathieu d'Aquin,

Enrico MottaAuthors Info & Claims

JIST'11: Proceedings of the 2011 joint international conference on The Semantic Web

Pages 284 - 299

https://doi.org/10.1007/978-3-642-29923-0_19

Published: 04 December 2011 Publication History

Abstract

With more data repositories constantly being published on the Web, choosing appropriate data sources to interlink with newly published datasets becomes a non-trivial problem. It is necessary to choose both the repositories to link to and the relevant subsets of these repositories, which contain potentially matching individuals. In order to do this, detailed information about the content and structure of semantic repositories is often required. However, retrieving and processing such information for a potentially large number of datasets is practically unfeasible. In this paper, we propose an approach which utilises an existing semantic web index in order to identify potentially relevant datasets for interlinking and rank them. Furthermore, we adapt instance-based ontology schema matching to extract relevant subsets of selected data source and, in this way, pre-configure data linking tools.

References

[1]

Euzenat, J., Shvaiko, P.: Ontology matching. Springer, Heidelberg (2007)

Digital Library

[2]

Fernandez, M., Zhang, Z., Lopez, V., Uren, V., Motta, E.: Ontology augmentation: combining semantic web and text resources. In: 6th International Conference on Knowledge Capture, K-CAP 2011 (2011)

Digital Library

[3]

Gracia, J., Mena, E.: Matching with CIDER: Evaluation report for the OAEI 2008. In: 3rd Ontology Matching Workshop (OM 2008) at the 7th International Semantic Web Conference (ISWC 2008), Karlsruhe, Germany (2008)

[4]

Halpin, H., Hayes, P. J., McCusker, J. P., McGuinness, D. L., Thompson, H. S.:When owl:sameAs isn't the same: An analysis of identity in linked data. 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. 305-320. Springer, Heidelberg (2010)

Digital Library

[5]

Isaac, A., van der Meij, L., Schlobach, S., Wang, S.: An Empirical Study of Instance-Based Ontology Matching. In: Aberer, K., Choi, K.-S., Noy, N., Allemang, D., Lee, K.-I., Nixon, L. J. B., Golbeck, J., Mika, P., Maynard, D., Mizoguchi, R., Schreiber, G., Cudré-Mauroux, P. (eds.) ASWC 2007 and ISWC 2007. LNCS, vol. 4825, pp. 253-266. Springer, Heidelberg (2007)

Digital Library

[6]

Li, J., Tang, J., Li, Y., Luo, Q.: RiMOM: A dynamic multistrategy ontology alignment framework. IEEE Transactions on Knowledge and Data Engineering 21(8), 1218-1232 (2009)

Digital Library

[7]

Maali, F., Cyganiak, R., Peristeras, V.: Re-using cool URIs: Entity reconciliation against LOD hubs. In: Workshop on Linked Data on the Web (LDOW 2011), WWW 2011, Hyderabad, India (2011)

[8]

Nikolov, A., d'Aquin, M.: Identifying relevant sources for data linking using a semantic web index. In: Workshop on Linked Data on the Web (LDOW 2011), WWW 2011, Hyderabad, India (2011)

[9]

Nikolov, A., Motta, E.: Capturing emerging relations between schema ontologies on the web of data. In: Workshop on Consuming Linked Data (COLD 2010), ISWC 2010, Shanghai, China (2010)

[10]

Nikolov, A., Uren, V. S., Motta, E., De Roeck, A.: Integration of Semantically Annotated Data by the KnoFuss Architecture. In: Gangemi, A., Euzenat, J. (eds.) EKAW 2008. LNCS (LNAI), vol. 5268, pp. 265-274. Springer, Heidelberg (2008)

Digital Library

[11]

Nikolov, A., Uren, V., Motta, E., de Roeck, A.: Overcoming Schema Heterogeneity between Linked Semantic Repositories to Improve Coreference Resolution. In: Gómez-Pérez, A., Yu, Y., Ding, Y. (eds.) ASWC 2009. LNCS, vol. 5926, pp. 332-346. Springer, Heidelberg (2009)

Digital Library

[12]

Tummarello, G., Cyganiak, R., Catasta, M., Danielczyk, S., Delbru, R., Decker, S.: Sig.ma: Live views on the Web of Data. Journal of Web Semantics 8(4), 355-364 (2010)

Digital Library

[13]

Udrea, O., Getoor, L., Miller, R. J.: Leveraging data and structure in ontology integration. In: SIGMOD 2007, Beijing, China, pp. 449-460 (2007)

Digital Library

[14]

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)

Digital Library

[15]

Wang, S., Englebienne, G., Schlobach, S.: Learning Concept Mappings from Instance Similarity. In: Sheth, A. P., Staab, S., Dean, M., Paolucci, M., Maynard, D., Finin, T., Thirunarayan, K. (eds.) ISWC 2008. LNCS, vol. 5318, pp. 339-355. Springer, Heidelberg (2008)

Digital Library

Cited By

Mountantonakis MTzitzikas Y(2019)Large-scale Semantic Integration of Linked DataACM Computing Surveys10.1145/334555152:5(1-40)Online publication date: 13-Sep-2019
https://dl.acm.org/doi/10.1145/3345551
Chen ZJia HHeflin JDavison BChampin PGandon FMédini LLalmas MIpeirotis P(2018)Generating Schema Labels through Dataset Content AnalysisCompanion Proceedings of the The Web Conference 201810.1145/3184558.3191601(1515-1522)Online publication date: 23-Apr-2018
https://dl.acm.org/doi/10.1145/3184558.3191601
Kopsachilis V(2018)Recommending Spatial Classes for Entity Interlinking in the Web of DataThe Semantic Web: ESWC 2018 Satellite Events10.1007/978-3-319-98192-5_42(225-239)Online publication date: 3-Jun-2018
https://dl.acm.org/doi/10.1007/978-3-319-98192-5_42
Show More Cited By

Recommendations

Linking the Semantic Web with Existing Sources
DEXA '02: Proceedings of the 13th International Workshop on Database and Expert Systems Applications

The Semantic Web aims at providing Web data sources on a semantic level. On the other hand, most of the Web data itself is not suitably prepared (e.g., by annotations). In this paper, we describe a semantic layer that integrates existing data sources ...
Linking from Schema.org microdata to the Web of Linked Data

The increase of Linked Open Data (LOD) usage has grown in the last few years, and the number of datasets available is considerably higher. Taking this into account, another way to make data available is microdata, whose aim is to make information more ...
Learning the semantics of structured data sources

Information sources such as relational databases, spreadsheets, XML, JSON, and Web APIs contain a tremendous amount of structured data that can be leveraged to build and augment knowledge graphs. However, they rarely provide a semantic model to describe ...

Comments

Information & Contributors

Information

Published In

cover image Guide Proceedings

JIST'11: Proceedings of the 2011 joint international conference on The Semantic Web

December 2011

433 pages

ISBN:9783642299223

Editors:
Jeff Z. Pan
Department of Computing Science, University of Aberdeen, Aberdeen, UK
,
Huajun Chen
College of Computer Science, Zhejiang University, Hangzhou, China
,
Hong-Gee Kim
BIKE Lab, Seoul National University, Yeongun-Dong, Jongro-Gu, Seoul, Korea
,
Juanzi Li
Department of Computer Science and Technology, Tsinghua University, Yeongun-Dong, Jongro-Gu, Beijing, China
,
Zhe Wu
Department of Computer Science and Technology, Oracle Corporation, 500 Oracle Parkway, Redwood Shores, CA, China

Publisher

Springer-Verlag

Berlin, Heidelberg

Publication History

Published: 04 December 2011

Qualifiers

Article

Contributors

Other Metrics

View Article Metrics

Bibliometrics & Citations

Bibliometrics

Article Metrics

8
Total Citations
View Citations
0
Total Downloads

Downloads (Last 12 months)0
Downloads (Last 6 weeks)0

Reflects downloads up to 23 Jan 2025

Other Metrics

View Author Metrics

Citations

Cited By

Mountantonakis MTzitzikas Y(2019)Large-scale Semantic Integration of Linked DataACM Computing Surveys10.1145/334555152:5(1-40)Online publication date: 13-Sep-2019
https://dl.acm.org/doi/10.1145/3345551
Chen ZJia HHeflin JDavison BChampin PGandon FMédini LLalmas MIpeirotis P(2018)Generating Schema Labels through Dataset Content AnalysisCompanion Proceedings of the The Web Conference 201810.1145/3184558.3191601(1515-1522)Online publication date: 23-Apr-2018
https://dl.acm.org/doi/10.1145/3184558.3191601
Kopsachilis V(2018)Recommending Spatial Classes for Entity Interlinking in the Web of DataThe Semantic Web: ESWC 2018 Satellite Events10.1007/978-3-319-98192-5_42(225-239)Online publication date: 3-Jun-2018
https://dl.acm.org/doi/10.1007/978-3-319-98192-5_42
Mehdi MIqbal AHogan AHasnain AKhan YDecker SSahay RDesai BBernardino JAlmeida ADesai B(2014)Discovering domain-specific public SPARQL endpointsProceedings of the 18th International Database Engineering & Applications Symposium10.1145/2628194.2628220(39-45)Online publication date: 7-Jul-2014
https://dl.acm.org/doi/10.1145/2628194.2628220
Gunaratna KLalithsena SSheth A(2014)Alignment and dataset identification of linked data in Semantic WebWiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery10.1002/widm.11214:2(139-151)Online publication date: 1-Mar-2014
https://dl.acm.org/doi/10.1002/widm.1121
Lalithsena SHitzler PSheth AJain P(2013)Automatic Domain Identification for Linked Open DataProceedings of the 2013 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT) - Volume 0110.1109/WI-IAT.2013.206(205-212)Online publication date: 17-Nov-2013
https://dl.acm.org/doi/10.1109/WI-IAT.2013.206
Leme LLopes GNunes BCasanova MDietze S(2013)Identifying candidate datasets for data interlinkingProceedings of the 13th international conference on Web Engineering10.1007/978-3-642-39200-9_29(354-366)Online publication date: 8-Jul-2013
https://dl.acm.org/doi/10.1007/978-3-642-39200-9_29
Lóscio BBatista MSouza DSalgado APardede E(2012)Using information quality for the identification of relevant web data sourcesProceedings of the 14th International Conference on Information Integration and Web-based Applications & Services10.1145/2428736.2428747(36-44)Online publication date: 3-Dec-2012
https://dl.acm.org/doi/10.1145/2428736.2428747

View Options

View options

Media

Figures

Other

Tables

View Table of Contents