Decision trees in automatic ontology matching

International Journal of Metadata, Semantics and Ontologies

Volumn 11, Issue 3, 2016, Pages 180-190

  Amrouch, Siham ^a,b   Mostefai, Sihem ^c   Fahad, Muhammad ^d  

^a BADJI MOKHTAR UNIVERSITY   (Algeria)

^b UNIVERSITY OF SOUK AHRAS   (Algeria)

^c University Constantine 2   (Algeria)

^d UNIVERSITÉ LUMIÈRE LYON 2   (France)

Author keywords

Decision trees; Instance matching; Linguistic similarity; Ontology matching; OWL DL; Weka; WordNet

Indexed keywords

BIRDS; CLASSIFICATION (OF INFORMATION); DATA DESCRIPTION; DECISION TREES; INFERENCE ENGINES; LEARNING ALGORITHMS; NATURAL LANGUAGE PROCESSING SYSTEMS;

INSTANCE MATCHING; LINGUISTIC SIMILARITIES; ONTOLOGY MATCHING; OWL-DL; WEKA; WORDNET;

ONTOLOGY;

EID: 85010417215     PISSN: 17442621     EISSN: 1744263X     Source Type: Journal    
DOI: 10.1504/IJMSO.2016.081585     Document Type: Article

References (27)

1. Agrawal, R., Borgida, A. and Jagadish, H.V. (1989) 'Efficient management of transitive relationships in large data and knowledge bases', Proceedings of the International Conference on Management of Data, ACM SIGMOD, Portland, Oregon, pp. 253-262.
2. Berners-Lee, T., Hendler, J. and Lassila, O. (2001) 'The semantic web', Scientific American, Vol. 284, No. 5, pp. 28-37.
3. Bernstein, P., Madhavan, J. and Rahm, E. (2011) 'Generic schema matching, ten years later', Proceedings of the VLDB Endowment, Vol. 4, No. 11, pp. 695-701.
4. Djeddi, W.E. and Khadir, M.T. (2013) 'Ontology alignment using artificial neural network for large-scale ontologies', International Journal of Metadata, Semantics and Ontologies, Vol. 8, No. 1, pp. 75-92.
5. Domingos, P., Lowd, D., Kok, S., Poon, H., Richardson, M. and Singla, P. (2008) 'Just add weights: Markov logic for the semantic web', Proceedings of the 4th Workshop on Uncertain Reasoning for the Semantic Web, Karlsruhe, Germany, pp. 1-25.
6. Dowling, W.F. and Gallier, J.H. (1984) 'Linear-time algorithms for testing the satisfiability of propositional Horn formulae', The Journal of Logic Programming, Vol. 1, No. 3, pp. 267-284.
7. Euzenat, J. and Shvaiko, P. (2007) Ontology Matching, Springer, Berlin, Heidelberg, New York.
8. Fahad, M. (2015) 'DKP-AOM: results for OAEI 2015', Proceedings of the 10th Workshop on Ontology Mapping (OM), Bethlehem, PA.
9. Gruber, T.R. (1993) 'A translation approach to portable ontology specifications', Knowledge Acquisition Journal, Vol. 5, No. 2, pp. 199-220.
10. Holmes, G., Donkin, A. and Witten, I.H. (1994) 'Weka: a machine learning workbench', Proceedings of the 2nd Australian and New Zealand Conference on Intelligent Information Systems, IEEE, Brisbane, pp. 357-361.
11. Huber, J., Sztyler, T., Noessner, J. and Meilicke, C. (2011) 'CODI: combinatorial optimization for data integration - results for OAEI 2011', Proceedings of the 6th Workshop on Ontology Mapping (OM), Bonn, Germany, pp. 134-141.
12. Jiménez-Ruiz, E. and Grau, B.C. (2011) 'Logmap: logic-based and scalable ontology mapping', in Aroyo, L., Welty, C., Alani, H., Taylor, J., Bernstein, A., Kagal, L., Noy, N.F. and Blomqvist, E. (Eds): International Semantic Web Conference, Springer, pp. 273-288.
13. Jiménez-Ruiz, E., Grau, B.C., Solimando, A. and Cross, V. (2015) 'LogMap family results for OAEI 2015', Proceedings Of the 10th Workshop on Ontology Mapping (OM), Bethlehem, PA, pp. 126-134.
14. Khiat, A., Benaissa, M. and Belfedhal, M.A. (2015) 'STRIM results for OAEI 2015 instance mapping evaluation', Proceedings of the 10th Workshop on Ontology Mapping (OM), Bethlehem, PA.
15. Li, J., Tang, J., Li, Y. and Luo, Q. (2009) 'RiMOM: a dynamic multistrategy ontology alignment framework', IEEE Transactions on Knowledge and Data Engineering, Vol. 21, No. 8, pp. 1218-1232.
16. Maedche, A. and Staab, S. (2002) 'Measuring similarity between ontologies', Knowledge Engineering and knowledge Management: Ontologies and the Semantic Web, Springer Berlin Heidelberg, pp. 251-263.
17. Melnik, S., Hector, G-M. and Rahm, E. (2002) 'Similarity flooding: a versatile graph matching algorithm and its application to schema matching', Proceedings of the 18th International Conference on Data Engineering, IEEE, San Jose, CA, pp. 117-128.
18. Ngo, D. (2012) Enhancing Ontology Matching by Using Machine Learning, Graph Matching and Information Retrieval Techniques, PhD Thesis, University Montpellier II.
19. Ngo, D. and Bellahsene, Z. (2012) 'YAM++: a multi-strategy based approach for ontology mapping task', in Ten Teije, A., Völker, J., Handschuh, S., Stuckenschmidt, H., d'Aquin, M., Nikolov, A., Aussenac-Gilles, N. and Hernandez, N. (Eds): EKAW'12 Proceedings of the 18th International Conference on Knowledge Engineering and Knowledge Management, Springer, pp. 421-425.
20. Ngo, D. and Bellahsene, Z. (2013) 'YAM++ results for OAEI 2013', Proceedings of the 8th Workshop on Ontology Mapping (OM), Sydney, Australia, pp. 211-218.
21. Quinlan, J.R. (1993) C4. 5: Programs for Machine Learning, Vol. 1, Morgan Kaufmann Publishers, Los Altos, CA.
22. Ragot, N. (2003) MELIDIS: Reconnaissance de formes par modélisation mixte intrinsèque/discriminante à base de systèmes d'inférence floue hiérarchisés, PhD Thesis, University of Rennes 1, France. [In French]
23. Raunich, S. and Rahm, E. (2012) 'Towards a benchmark for ontology merging', Proceeding of 7th OTM Workshop on Enterprise Integration, Interoperability and Networking (EI2N'12), Rome, Italy.
24. Shvaiko, P. and Euzenat, J. (2013) 'Ontology matching: state of the art and future challenges', IEEE Transactions on Knowledge and Data Engineering, Vol. 25, No. 1, pp. 185-176.
25. Siricharoen, W.V. (2007) 'Ontologies and object models in object oriented software engineering', IAENG International Journal of Computer Science, Vol. 33, No. 1, pp. 19-24.
26. Uschold, M. (2001) 'Where is the semantics in the semantic web?', Workshop on Ontologies in Agent Systems (OAS) at the 5th International Conference on Autonomous Agents, American Association for Artificial Intelligence Menlo Park, CA.
27. Zhang, Y. and Li, J. (2015) 'RiMOM results for OAEI 2015', Proceedings of the 10th Workshop on Ontology Mapping (OM), Bethlehem, PA.