Discrete particle swarm optimisation for ontology alignment

Information Sciences

Volumn 192, Issue , 2012, Pages 152-173

  Bock, Jürgen ^a   Hettenhausen, Jan ^b  

^a FZI RESEARCH CENTER FOR INFORMATION TECHNOLOGY   (Germany)

^b GRIFFITH UNIVERSITY   (Australia)

Author keywords

Discrete particle swarm optimisation; Ontology alignment; Ontology mapping; Ontology matching; Semantic integration; Semantic Web

Indexed keywords

ONTOLOGY ALIGNMENT; ONTOLOGY MAPPING; ONTOLOGY MATCHING; PARTICLE SWARM OPTIMISATION; SEMANTIC INTEGRATION;

ALGORITHMS; ALIGNMENT; PARTICLE SWARM OPTIMIZATION (PSO); SEMANTIC WEB;

PROBLEM SOLVING;

EID: 84857845989     PISSN: 00200255     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ins.2010.08.013     Document Type: Article

References (33)

1. Franz Baader, Diego Calvanese, Deborah L. McGuinness, Daniele Nardi, and Peter F. Patel-Schneider The Description Logic Handbook: Theory, Implementation, and Applications 2003 Cambridge University Press New York, NY, USA
2. Elon S. Correa, Alex A. Freitas, Colin G. Johnson, A new discrete particle swarm algorithm applied to attribute selection in a bioinformatics data set, in: Proceedings of the 8th Genetic and Evolutionary Computation Conference (GECCO-2006), ACM, New York, NY, USA, 2006, pp. 35-42. (Pubitemid 44611292)
3. Elon S. Correa, Alex A. Freitas, Colin G. Johnson, Particle swarm and bayesian networks applied to attribute selection for protein functional classification, in: Proceedings of the 9th Genetic and Evolutionary Computation Conference (GECCO-2007), ACM, New York, NY, USA, 2007, pp. 2651-2658. (Pubitemid 47291056)
4. Prashant Doshi, Christopher Thomas, Inexact matching of ontology graphs using expectation-maximization, in: Proceedings of the 21st National Conference on Artificial Intelligence and the 18th Innovative Applications of Artificial Intelligence Conference, AAAI Press, July 2006.
5. Marc Ehrig, Jérôme Euzenat, Relaxed precision and recall for ontology matching, in: Benjamin Ashpole, Marc Ehrig, Jérôme Euzenat, Heiner Stuckenschmidt (Eds.), Proceedings of the K-CAP 2005 Workshop on Integrating Ontologies, CEUR Workshop Proceedings, vol. 156, CEUR-WS.org, October 2005, pp. 25-32
6. Marc Ehrig, York Sure, FOAM-framework for ontology alignment and mapping; results of the ontology alignment initiative, in: Benjamin Ashpole, Marc Ehrig, Jérôme Euzenat, Heiner Stuckenschmidt (Eds.), Proceedings of the K-CAP 2005 Workshop on Integrating Ontologies, CEUR Workshop Proceedings, vol. 156, CEUR-WS.org, October 2005, pp. 72-76.
7. Andries P. Engelbrecht Fundamentals of Computational Swarm Intelligence 2005 Wiley
8. Jérôme Euzenat, An API for ontology alignment, in: Sheila A. McIlraith, Dimitris Plexousakis, Frank van Harmelen (Eds.), Proceedings of the 3rd International Semantic Web Conference, LNCS, vol. 3298, Springer, Berlin, November 2004, pp. 698-712. (Pubitemid 39743917)
9. Jérôme Euzenat, and Pavel Shvaiko Ontology Matching 2007 Springer
10. Jérôme Euzenat, Petko Valtchev, Similarity-based ontology alignment in OWL-Lite, in: Ramon Lpez de Mntaras, Lorenza Saitta (Eds.), Proceedings of the 16th European Conference on Artificial Intelligence (ECAI), Frontiers in Artificial Intelligence and Applications, vol. 110, IOS Press, Amsterdam, The Netherlands, August 2004, pp. 333-337.
11. Thomas R. Gruber Toward principles for the design of ontologies used for knowledge sharing Nicola Guarino, Roberto Poli, Formal Ontology in Conceptual Analysis and Knowledge Representation 1993 Kluwer Academic Publishers Dordrecht, The Netherlands
12. Jan Hettenhausen, Interactive Multi-Objective Particle Swarm Optimisation with Heatmap Visualisation based User Interface, Master's Thesis, Griffith University, 2007.
13. Pascal Hitzler, Markus Krötzsch, Bijan Parsia, Peter F. Patel-Schneider, Sebastian Rudolph, OWL 2 Web Ontology Language: Primer, W3C recommendation, W3C, June 2009. Available from: .
14. Qiu Ji, Peter Haase, Guilin Qi, Combination of similarity measures in ontology matching using the OWA Operator, in: Proceedings of the 12th International Conference on Information Processing and Management of Uncertainty in Knowledge-Base Systems (IPMU'08), 2008.
15. Jason J. Jung Reusing ontology mappings for query routing in semantic peer-to-peer environment Information Sciences 180 17 2010 3248 3257
16. James Kennedy, Russell C. Eberhart, Particle swarm optimization, in: Proceedings of the IEEE International Conference on Neural Networks, vol. 4, 1995.
17. James Kennedy, Russell C. Eberhart, A discrete binary version of the particle swarm algorithm, in: Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, vol. 5, IEEE Computer Society, Washington, DC, USA, October 1997, pp. 4104-4108.
18. Jorge Martinez-Gil, Enrique Alba, Jose F. Aldana Montes, Optimizing ontology alignments by using genetic algorithms, in: Christophe Guéret, Pascal Hitzler, Stefan Schlobach (Eds.), Nature inspired Reasoning for the Semantic Web (NatuReS), CEUR Workshop Proceedings, vol. 419, CEUR-WS.org, October 2008.
19. Sergey Melnik, Hector Garcia-Molina, Erhard Rahm, Similarity flooding: a versatile graph matching algorithm and its application to schema matching, in: Proceedings of the 18th International Conference on Data Engineering (ICDE '02), IEEE Computer Society, Washington, DC, USA, February 2002.
20. Eric Miller, Frank Manola, RDF Primer, W3C recommendation, W3C, February 2004. Available from: .
21. Miklos Nagy, Maria Vargas-Vera, Enrico Motta, DSSim results for OAEI 2008, in: Pavel Shvaiko, Jérôme Euzenat, Fausto Giunchiglia Heiner Stuckenschmidt (Eds.), Proceedings of the 3rd International Workshop on Ontology Matching (OM-2008), CEUR Workshop Proceedings, vol. 431, CEUR-WS.org, November 2008.
22. Natalya F. Noy, Mark A. Musen, Anchor-PROMPT: using non-local context for semantic matching, in: Workshop on Ontologies and Information Sharing at the 17th International Joint Conference on Artificial Intelligence (IJCAI-2001), Seattle, WA, 2001.
23. Eyal Oren, Christophe Guéret, Stefan Schlobach, Anytime query answering in RDF through evolutionary algorithms, in: Proceedings of the 7th International Semantic Web Conference, LNCS, vol. 5318, Springer, Berlin, October 2008, pp. 98-113.
24. Heiko Paulheim, On applying matching tools to large-scale ontologies, in: Pavel Shvaiko, Jérôme Euzenat, Fausto Giunchiglia Heiner Stuckenschmidt (Eds.), Proceedings of the 3rd International Workshop on Ontology Matching (OM-2008), CEUR Workshop Proceedings, vol. 431, CEUR-WS.org, November 2008.
25. Biao Qin, Shan Wang, Xiaoyong Du, Qiming Chen, and Qiuyue Wang Graph-based query rewriting for knowledge sharing between peer ontologies Information Sciences 178 18 2008 3525 3542
26. G. Salton, A. Wong, and C.S. Yang A vector space model for automatic indexing Communications of the ACM 18 11 1975 613 620
27. Y. Shi, R. Eberhart, A modified particle swarm optimizer, in: Evolutionary Computation Proceedings, 1998, IEEE World Congress on Computational Intelligence, The 1998 IEEE International Conference on, 1998, pp. 69-73.
28. Pavel Shvaiko, Jérôme Euzenat, Fausto Giunchiglia, Heiner Stuckenschmidt (Eds.), OM-2008 Ontology Matching, CEUR Workshop Proceedings, vol. 431, CEUR-WS, October 2008.
29. Giorgos Stoilos, Giorgos Stamou, Stefanos Kollias, A string metric for ontology alignment, in: Yolanda Gil, Enrico Motta, V. Richard Benjamins, Mark A. Musen (Eds.), Proceedings of the 4rd International Semantic Web Conference (ISWC), LNCS, vol. 3729, Springer, Berlin, November 2005, pp. 624-637.
30. A.R. Tawil, M. Montebello, R. Bahsoon, W.A. Gray, and N.J. Fiddian Interschema correspondence establishment in a cooperative OWL-based multi-information server grid environment Information Sciences 178 4 2008 1011 1031 (Pubitemid 350180890)
31. Junli Wang, Zhijun Ding, Changjun Jiang, GAOM: genetic algorithm based ontology matching, in: Proceedings of the IEEE Asia-Pacific Conference on Services Computing (APSCC), IEEE Computer Society, Washington, DC, USA, 2006, pp. 617-620. (Pubitemid 351307942)
32. Xin-Mei Yu, Xin-Yin Xiong, and Yao-Wu Wu A PSO-based approach to optimal capacitor placement with harmonic distortion consideration Electric Power Systems Research 71 1 2004 27 33
33. Guofu Zhang, Jianguo Jiang, Zhaopin Su, Meibin Qi, and Hua Fang Searching for overlapping coalitions in multiple virtual organizations Information Sciences 180 17 2010 3140 3156