Abstract
In this paper we present two test sets in the Arabic language, ABOM and ADOM, to evaluate ontology alignment systems. The purpose of these test sets is to evaluate not only the behavior of ontology alignment systems specially designed for Arabic language but also those designed for multilingual ontologies. We have tested the ABOM and ADOM with two ontology alignment systems, namely the LogMap and AOT systems, which have participated in the OAEI evaluation campaign. The experiment shows that the ABOM and ADOM datasets are suitable to evaluate ontology alignment systems.
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References
Euzenat, J., Shvaiko, P.: Ontology Matching. Springer-Verlag, Heidelberg (2013)
Ehrig, M.: Ontology Alignment: Bridging the Semantic Gap. Springer (2007)
Jiménez-Ruiz, E., Grau, B.C., Horrocks, I.: LogMap and LogMapLt results for OAEI 2013. In: Proceedings of the 8th International Workshop on Ontology Matching ISWC (2013)
Buckwalter, T.: Arabic Morphological Analyzer Version 2.0. LDC catalog number LDC2004L02 (2004)
Farghaly, A.: Arabic NLP: Overview, state of the art, challenges and opportunities. In: The International Arab Conference on Information Technology, ACIT 2008, Tunisia (2008)
Bouquet, P., Euzenat, J., Franconi, E., Serafini, L., Stamou, G., Tessaris, S.: Specification of a Common Framework for Characterizing Alignment, Deliverable 2.2.1, Knowledge Web NoE, Technical Report, Italy (2004)
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)
Meilicke, C., Garca-Castro, R., Freitas, F., Van Hage, W.R., Montiel-Ponsoda, E., De Azevedo, R.R., Stuckenschmidt, H., vb-Zamazal, O., Svtek, V., Tamilin, A., Trojahn, C., Wang, S.: MultiFarm: A benchmark for multilingual ontology matching. Web Semant. Sci. Serv. Agents World Wide Web 15, 62–68 (2012)
Euzenat, J.: Semantic precision and recall for ontology alignment evaluation. In: The Proceedings of the 20th IJCAI, pp. 348–353, Hyderabad (2007)
Khiat, A., Benaissa, M.: AOT / AOTL results for OAEI 2014. In: Proceedings of the 9th International Workshop on Ontology Matching with ISWC 2014, pp. 113–119. CEUR-WS.org, Trentino (2014)
Jiménez-Ruiz, E., Grau, B.C., Zhou, Y., Horrocks, I.: Large-scale interactive ontology matching: algorithms and implementation. In: The 20th European Conference on Artificial Intelligence (ECAI), pp. 444–449 (2012)
Dragisic, Z., Eckert, K., Euzenat, J., Faria, D., Ferrara, A., Granada, R., Ivanova, V., Jiménez-Ruiz, E., Kempf, A.O., Lambrix, P., Montanelli, S., Paulheim, H., Ritze, D., Shvaiko, P., Solimando, A., Trojahn-dos-Santos, C., Zamazal, O., Grau, B.C.: Results of the ontology alignment evaluation initiative 2014. In: 9th Workshop on Ontology Matching (2014)
Grau, B.C., Dragisic, Z., Eckert, K., Euzenat, J., Ferrara, A., Granada, R., Ivanova, V., Jiménez-Ruiz, E., Kempf, A.O., Lambrix, P., Nikolov, A., Paulheim, H., Ritze, D., Scharffe, F., Shvaiko, P., dos Santos, C.T., Zamazal, O.: Results of the ontology alignment evaluation initiative 2013. In: 8th Workshop on Ontology Matching (2013)
Svab, O., Svatek, V., Berka, P., Rak, D., Tomasek, P.: OntoFarm: Towards an experimental collection of parallel ontologies. In: Poster Track of ISWC 2005, Galway (2005)
Bounhas, I., Elayeb, B., Evrard, F., Slimani, Y.: ArabOnto: Experimenting a new distributional approach for Building Arabic Ontological Resources. International Journal of Metadata, Semantics and Ontologies, Inder-science 6(2), 81–95 (2011)
Ben Khiroun, O., Ayed, R., Elayeb, B., Bounhas, I., Ben Saoud, N.B., Evrard, F.: Towards a new standard arabic test collection for mono- and cross-language information retrieval. In: Métais, E., Roche, M., Teisseire, M. (eds.) NLDB 2014. LNCS, vol. 8455, pp. 168–171. Springer, Heidelberg (2014)
Khiat, A., Benaissa, M., Jiménez-Ruiz, E.: ADOM: arabic dataset for evaluating arabic and cross-lingual ontology alignment systems. In: Proceedings of the 10th International Workshop on Ontology Matching ISWC 2015, USA (2015)
Fellbaum, C.: WordNet. An Electronic Lexical Database, pp. 1–7. The MIT Press (1998)
Jiménez-Ruiz, E., et al.: LogMap family results for OAEI 2015. In: Proceedings of the 10th Workshop on Ontology Matching ISWC 2015, USA (2015)
Euzenat, J., Rosoiu, M.E., Trojahn dos Santos, C.: Ontology matching benchmarks: Generation, stability, and discriminability. J. Web Sem. 21, 30–48 (2013)
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Khiat, A., Diallo, G., Yaman, B., Jiménez-Ruiz, E., Benaissa, M. (2015). ABOM and ADOM: Arabic Datasets for the Ontology Alignment Evaluation Campaign. In: Debruyne, C., et al. On the Move to Meaningful Internet Systems: OTM 2015 Conferences. OTM 2015. Lecture Notes in Computer Science(), vol 9415. Springer, Cham. https://doi.org/10.1007/978-3-319-26148-5_37
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DOI: https://doi.org/10.1007/978-3-319-26148-5_37
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