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Experiments on Using LOD Cloud Datasets to Enrich the Content of a Scientific Knowledge Base

  • Zinaida Apanovich
  • Alexander Marchuk
Part of the Communications in Computer and Information Science book series (CCIS, volume 394)

Abstract

This paper describes the issues arising when employing the Linked Open Data (LOD) cloud datasets to enrich the content of a scientific knowledge base as well as the approaches to solving them. The experiments are carried out with the help of a toolkit intended to simplify the analysis and integration of data from different datasets. The toolkit comprises several tools for application-specific visualization. The dataset of the Open Archive of the Russian Academy of Sciences and several bibliographic datasets are used as test examples.

Keywords

linked open data visualization knowledge enrichment Open Archive knowledge base 

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References

  1. 1.
    Marchuk, A.G., Marchuk, P.A.: Specific features of digital libraries construction with linked content. In: Proceedings of the RCDL 2010 Conference, pp. 19–23 (2010) (in Russian) Google Scholar
  2. 2.
  3. 3.
    Bizer, C., Heath, T., Berners-Lee, T.: Linked Data – The Story So Far. Int. J. Semantic Web Inf. Syst. 5(3), 1–22 (2009)CrossRefGoogle Scholar
  4. 4.
    Schultz, A., Matteini, A., Isele, R., Mendes, P.N., Becker, C., Bizer, C.: How to integrate LINKED DATA into your application. In: Semantic Technology & Business Conference, San Francisco (June 5, 2012), http://mes-semantics.com/wp-content/uploads/2012/09/Becker-etal-LDIF-SemTechSanFrancisco.pdf
  5. 5.
    Tramp, S., Williams, H., Eck, K.: Creating Knowledge out of Interlinked Data: The LOD2 Tool Stack, http://lod2.eu/Event/ESWC2012-Tutorial.html
  6. 6.
    Isele, R., Jentzsch, A., Bizer, C.: Silk Server - Adding missing Links while consuming Linked Data. In: 1st International Workshop on Consuming Linked Data (COLD 2010), Shanghai (November 2010)Google Scholar
  7. 7.
    Ngomo, A.-C.N., Auer, S.: LIMES - A Time-Efficient Approach for Large-Scale Link Discovery on the Web of Data. In: IJCAI 2011: Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16–22, pp. 2312–2317 (2011)Google Scholar
  8. 8.
    Oren, E., Delbru, R., Catasta, M., Cyganiak, R., Stenzhorn, H., Tummarello, G.: Sindice.com: A document-oriented lookup index for open linked data. Int. J. Metadata, Semantics and Ontologies 3(1), 37–52 (2008)CrossRefGoogle Scholar
  9. 9.
    Apanovich, Z.V., Vinokurov, P.S.: Ontology based portals and visual analysis of scientific communities. In: First Russia and Pacific Conference on Computer Technology and Applications, Vladivostok, Russia, September 6-9, pp. 7–11 (2010)Google Scholar
  10. 10.
    Apanovich, Z.V., Kislicina, T.A.: Ontology and content of large science portals visualization with hierarchical edge bundles. In: Proceedings of the Third Knowledge and Ontologies Workshop *ELSEWHERE*2011, pp. 29–34 (2011) (in Russian), http://psi.nsc.ru/psi11/elsewhere/index
  11. 11.
    Hoffart, J., Suchanek, F.M., Berberich, K., Lewis-Kelham, E., de Melo, G., Gerhard Weikum, G.: YAGO2: A Spatially and Temporally Enhanced Knowledge Base from Wikipedia. In: WWW 2011Proceedings of the 20th International Conference Companion on World Wide Web, pp. 229–232 (2011)Google Scholar
  12. 12.
    Storey, M.A., Musen, M.A., Silva, J., Best, C., Ernst, N., Fergerson, R., Noy, N.F.: Jambalaya: Interactive visualization to enhance ontology authoring and knowledge acquisition in Protege. In: Workshop on Interactive Tools for Knowledge Capture, K-CAP-2001, Victoria, B.C., Canada (2001)Google Scholar
  13. 13.
    Alani, H.: TGVizTab: An Ontology Visualization Extension for Protege. In: Proceedings of Knowledge Capture (K-Cap 2003),Workshop on Visualization Information in Knowledge Engineering, Sanibel Island, Florida, USA (2003)Google Scholar
  14. 14.
    Sintek, M.: Ontoviz tab: Visualizing Protégé ontologies (2003), http://protegewiki.stanford.edu/wiki/OntoViz
  15. 15.
    Katifori, A., Halatsis, C., Lepouras, G., Vassilakis, C., Giannopoulou, E.: Ontology Visualization Methods - A Survey. ACM Computing Surveys 39(4) (2007)Google Scholar
  16. 16.
    Shvaiko, P., Euzenat, J.: Ontology matching: State of the art and future challenges. IEEE Transactions on Knowledge and Data Engineering 25(1), 158–176 (2013)CrossRefGoogle Scholar
  17. 17.
    Lanzenberger, M., Sampson, J.: AlViz—A Tool for Visual Ontology Alignment. In: Proceedings of the 10th International Conference on Information Visualization, London, UK, pp. 430–440 (2006)Google Scholar
  18. 18.
    Falconer, S.M., Storey, M.- A.: A cognitive support framework for ontology mapping. 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. 114–127. Springer, Heidelberg (2007)CrossRefGoogle Scholar
  19. 19.
    Cruz, I.F., Stroe, C., Caimi, F., Fabiani, A., Pesquita, C., Couto, F.M., Palmonari, M.: Using AgreementMaker to Align Ontologies for OAEI 2011 (2011)Google Scholar
  20. 20.
    Kolli, R., Doshi, P.: OPTIMA: Tool for Ontology alignment with Application to Semantic Reconciliation of Sensor Metadata for Publication in Sensor Map. In: Proceedings of 2008 IEEE International Conference on Semantic Computing, pp. 484–485 (2008)Google Scholar
  21. 21.
    Granitzer, M., Sabol, V., Weng Onn, K., Lukose, D., Tochtermann, K.: Ontology Alignment: A Survey with Focus on Visually Supported Semi-Automatic Techniques. Future Internet 2, 238–258 (2010)CrossRefGoogle Scholar
  22. 22.
    Scharffe, F., Ding, Y., Fensel, D.: Towards Correspondence Patterns for Ontology Mediation. In: Ontology Matching Workshop (2007)Google Scholar
  23. 23.
    Holten, D.: Hierarchical edge bundles: Visualization of adjacency relations in hierarchical data. IEEE Transactions on Visualization and Computer Graphics 12(5), 741–748 (2006)CrossRefGoogle Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2013

Authors and Affiliations

  • Zinaida Apanovich
    • 1
  • Alexander Marchuk
    • 1
  1. 1.A.P. Ershov Institute of Informatics SystemsRussian Academy of SciencesNovosibirskRussia

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