[1] Li Xuanru, He Jieyue,. New automated ontology mapping algorithm [J]. Journal of Southeast University (English Edition), 2006, 22 (3): 348-352. [doi:10.3969/j.issn.1003-7985.2006.03.012]
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New automated ontology mapping algorithm(
)
)Journal of Southeast University (English Edition)[ISSN:1003-7985/CN:32-1325/N]
- Volumn:
- 22
- Issue:
- 2006 3
- Page:
- 348-352
- Research Field:
- Computer Science and Engineering
- Publishing date:
- 2006-09-30
Info
- Title:
- New automated ontology mapping algorithm
- Author(s):
- Li Xuanru; He Jieyue
- School of Computer Science and Engineering, Southeast University, Nanjing 210096, China
- Keywords:
- ontology; ontology mapping; semantic web
- PACS:
- TP391
- DOI:
- 10.3969/j.issn.1003-7985.2006.03.012
- Abstract:
- A new algorithm for automated ontology mapping based on linguistic similarity and structure similarity is presented.First, the concept of WordNet is turned into a vector, then the similarity of two entities is calculated according to the cosine of the angle between the corresponding vectors.Secondly, based on the linguistic similarity, a weighted function and a sigmoid function can be used to combine the linguistic similarity and structure similarity to compute the similarity of an ontology.Experimental results show that the matching ratio can reach 63% to 70% and it can effectively accomplish the mapping between ontologies.
References:
[1] Gerd S, Alexander M.FCA-Merge:bottom-up merging of ontologies [A].In:Proceedings of the Seventeenth International Joint Conference on Artificial Intelligence [C].Seattle:Morgan Kaufmann, 2001.225-230.
[2] Doan AnHai, Madhavan Jayant, Domingos Pedro, et al.Learning to map between ontologies on the semantic web [A].In:Proceedings of the 11th International Conference on World Wide Web [C].Hawaii:ACM Press, 2002.662-673.
[3] Natalya F N, Mark A M.The prompt suite:interactive tools for ontology merging and mapping [J].International Journal of Human-Computer Studies, 2003, 59(6):983-1024.
[4] Madhavan Jayant, Bernstein Philip A, Rahm Erhard.Generic schema matching with cupid [A].In:Proceedings of 27th International Conference on Very Large Data Bases [C].Roma:Morgan Kaufmann, 2001.49-58.
[5] Studer R, Benjamins V R, Fensel D.Knowledge engineering, principles and methods [J].Data and Knowledge Engineering, 1998, 25(1, 2):161-197.
[6] Su Xiaomeng.A text categorization perspective for ontology mapping [R].Norway:Department of Computer and Information Science, Norwegian University of Science and Technology, 2002.
[7] Yuan W, Yu C.Semantic mapping algorithm between XML scheme and ontology [J].Min-Micro Systems, 2005, 26(11):1988-1990.
[8] Siddharth P.Incorporating dictionary and corpus information into a context vector measure of semantic relatedness [D].Duluth:University of Minnesota, 2003.
[9] Marc E, York S.Ontology mapping—an integrated approach [EB/OL].(2005-02-14)[2006-03-01].http://www.aifb.uni-karlsruhe.de/WBS/ysu/publications/2004-mapping -TR.pdf/.
Memo
- Memo:
- Biographies: Li Xuanru(1980—), female, graduate;He Jieyue(corresponding author), female, professor, julie-hjy@yahoo.com.