Challenges and Directions for Knowledge Management in Networks of Aligned Ontologies

Seremeti Lambrini, Kameas Achilles

Abstract

Next generation Semantic Web applications have to deal with the real world scenarios of heterogeneous and distributed knowledge in which collaboration based on knowledge is required. Knowledge is encoded in semantically rich structures, namely ontologies, while simultaneously, semantic links, that is, alignments are needed for their successful collaboration. The dynamic unification of a set of ontologies linked by alignments comprises a network of aligned ontologies. This paper presents some theoretical issues related to the area of networks of aligned ontologies, aiming at improving practical research directions. More specifically, we consider here the need, challenges and some guidelines for knowledge representation, management and propagation within networks of aligned ontologies.

References

  1. Beisswanger, E., Hahn, U., 2012.Towards valid and reusable reference alignments - ten basic quality checks for ontology alignments and their application to three different reference data sets. In Journal of Biomedical Semantics, vol. 3, doi: 10.1186/2041- 1480-3-S1-S4.
  2. Barr, M., Wells, C., 2012. Category theory for computing science. In Theory and Applications of Categories, R. Blute, R. Rosenbrugh and A. Simpson, Eds., no. 22.
  3. Chandrasekaran, B., Josephson, J. R., and Benjamins, V. R., 1999. Ontologies: What are they? Why do we need them?. In IEEE Intelligent Systems and Their Applications, Special Issue on Ontologies, vol. 14, no. 1, pp. 20-26.
  4. de Bruijn, J., 2003. Using ontologies: enabling knowledge sharing and reuse on the semantic web. In Digital Enterprise Research Institute (DERI), Technical Report.
  5. Diaz, A., Motz, R., and Rohrer, E, 2011. Making ontology relationships explicit in a ontology network. In AMW: CEUR-WS.org, vol. 749, P. Barcelo and V. Tannen, Eds.
  6. Diskin, Z., Maibaum, T., 2012. Category theory and model-driven engineering: from formal semantics to design patterns and beyond. In the Seventh ACCAT Workshop on Applied and Computational Category Theory, pp. 1-21, doi: 10.4204/EPTC.93.1.
  7. Ehrig, M, 2007. Ontology Alignment: Bridging the Semantic Gap, Springer.
  8. Euzenat, J., 2011. Networks of ontologies and alignments. In M2R SWXO Lecture Notes.
  9. Euzenat, J., Mocan, A., and Scharffe, F., 2008. Ontology alignments: an ontology management perspective”, in Ontology Management: Samentic Web, Semantic Web Services and Business Applications, M. Hepp, P. De Leenheer, A. de Moor and Y. Sure, Eds. Springer Science+Business Media LLC, pp. 177-206..
  10. Euzenat, J., Pierson, J., and Ramparany, F., 2008. Dynamic context management for pervasive applications. In Knowledge Engineering Review, vol. 23, pp. 21-49, doi: 10.1017/S0269888907001269.
  11. Euzenat J., Shvaiko P., 2007. Ontology Matching, Springer-Verlag. Berlin, Heidelberg.
  12. Fionda V., Pirro, G., 2011. Semantic flow networks: semantic interoperability in networks of ontologies. In Proc. Joint International Semantic Technology Conference (JIST 2011), LNCS, vol. 7185, pp. 64-79, doi: 10.1007/978-3-642-29923-0_5.
  13. Fonseca, F., 2007. The double role of ontologies in information science research. In Journal of the American Society for Information Science and Technology, vol. 58, pp. 786-793, doi: 10.1002/asi.20565.
  14. Grau, B. C., Horrocks, I., Kazanov, Y., and Sattler, U., 2008. Modular reuse of ontologies: theory and practice. In Journal of Artificial Intelligence Research, vol. 31, pp. 273-318, doi: 10.1613/jair,2375.
  15. Jaziri, W., 2009. A methodology for ontology evolution and versioning. In The Third International Conference on Advances in Semantics, pp. 15-21, ISBN: 978-1- 4244-5044-2.
  16. Kameas, A., Seremeti, L., 2011. Ontology-based knowledge management in NGAIEs. In Next Generation Intelligent Environments: Ambient Adaptive Systems, T. Heinroth and W. Minker, Eds. Springer Science+Business Media LLC, pp. 85-113.
  17. Klein, M., 2004. Change management for distributed ontologies. PhD thesis, Department of Computer Science, Vrije Universiteit, Amsterdam.
  18. Pruvost, G., Kameas, A., Heinroth, T., Seremeti, L., and Minker, W., 2009. Combining agents and ontologies to support task-centred interoperability in ambient intelligent environments. In The Ninth International Conference on Intelligent Systems Design and Applications (ISDA 09), IEEE Computer Society, pp. 55-60, ISBN: 978-1-4244-4735-0.
  19. Scharffe, F., Fensel, D., and Euzenat, J., 2008. Towards design patterns for ontology alignment. In Proc. 24th ACM Symposium on Applied Computing (SAC 08), pp. 2321-2325, doi: 10.1145/1363686.1364236.
  20. Shvaiko P., Euzenat, J., 2013. Ontology matching: state of the art and future challenges. In IEEE Transactions on Knowledge and Data Engineering, vol. 25, pp. 158- 176, doi: 10.1109/TKDE.2011.253.
  21. Spivak, D., Kent, R., 2012. Ologs: a categorical framework for knowledge representation. In PLoS ONE, vol. 7, doi: 10.1371/journal.pone.0024274.
  22. Studer, R., Benjamins, V. R., and Fensel, D., 1998. Knowledge engineering principles and methods. In Data Knowledge Engineering, vol. 25, pp. 161-197, doi: 10.1016/S0169-023X(97)00056-6.
  23. Suarez-Figueroa, M. C., 2010. NeOn methodology for building ontology networks: specification, scheduling and reuse. PhD thesis, Universidad Politecnica de Medrid, Spain.
  24. Suarez-Figueroa, M. C., Gomez-Perez, A., Motta, E., and Gangemi, A., 2012. Ontology Engineering in a Networked World, Springer-Verlag. Berlin, Heidelberg.
  25. Terrazas, V., 2011. A method for reusing and reengineering non-ontological resources for building ontologies. PhD thesis, Universidad Politecnica de Madrid.
  26. Yildiz, B., 2006. Ontology evolution and versioning: the state of the art. Institute of Software Technology & Interactive Systems (ISIS), Vienna University of Technology, Asgaard-TR-2006-3.
  27. Zimmermann, A., Krötzsch, M., Euzenat, J., Hitzler, P., 2006. Formalizing ontology alignment and its operations with category theory. Proceedings of the 4th International Conference on Formal Ontology in Information Systems (FOIS), Baltimore (ML US), B. Bennett, C. Fellbaum (eds.), IOS Press, Amsterdam (NL), pp. 277-288.
  28. Zimmermann, A., Le Duc, C., 2008. Reasoning with a network of aligned ontologies. In The Second International Conference on Web Reasoning and Rule Systems, LNCS, vol. 5341, pp. 43-57, doi: 10.1007/978-3-540-88737-9_5.
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Paper Citation


in Harvard Style

Lambrini S. and Achilles K. (2014). Challenges and Directions for Knowledge Management in Networks of Aligned Ontologies . In Proceedings of the International Conference on Knowledge Management and Information Sharing - Volume 1: KMIS, (IC3K 2014) ISBN 978-989-758-050-5, pages 146-152. DOI: 10.5220/0005044401460152


in Bibtex Style

@conference{kmis14,
author={Seremeti Lambrini and Kameas Achilles},
title={Challenges and Directions for Knowledge Management in Networks of Aligned Ontologies},
booktitle={Proceedings of the International Conference on Knowledge Management and Information Sharing - Volume 1: KMIS, (IC3K 2014)},
year={2014},
pages={146-152},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005044401460152},
isbn={978-989-758-050-5},
}


in EndNote Style

TY - CONF
JO - Proceedings of the International Conference on Knowledge Management and Information Sharing - Volume 1: KMIS, (IC3K 2014)
TI - Challenges and Directions for Knowledge Management in Networks of Aligned Ontologies
SN - 978-989-758-050-5
AU - Lambrini S.
AU - Achilles K.
PY - 2014
SP - 146
EP - 152
DO - 10.5220/0005044401460152