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Volumn 34, Issue 3, 2008, Pages 1651-1658

A novel method for measuring semantic similarity for XML schema matching

Author keywords

Integrated similarity; NNPLS; Schema matching; Semantic similarity; Semi supervised learning; XML

Indexed keywords

DATABASE SYSTEMS; PERSONNEL TRAINING; SUPERVISED LEARNING; XML;

EID: 37349019534     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2007.01.025     Document Type: Article
Times cited : (67)

References (26)
  • 1
    • 2442514721 scopus 로고    scopus 로고
    • An optimization perspective on kernel partial least squares regression
    • Advances in Learning Theory: Methods, Models and Applications. Suykens J., Horvath G., Basu S., Micchelli C., and Vandewalle J. (Eds), IOS Press, Amsterdam
    • Bennett K., and Embrechts M. An optimization perspective on kernel partial least squares regression. In: Suykens J., Horvath G., Basu S., Micchelli C., and Vandewalle J. (Eds). Advances in Learning Theory: Methods, Models and Applications. NATO Science Series III: Computer & Systems Sciences vol. 190 (2003), IOS Press, Amsterdam 227-250
    • (2003) NATO Science Series III: Computer & Systems Sciences , vol.190 , pp. 227-250
    • Bennett, K.1    Embrechts, M.2
  • 2
    • 37349090227 scopus 로고    scopus 로고
    • Bhavsar, V., Boley, H., & Yang, L. (2003). A weighted-tree similarity algorithm for multi-agent systems in e-business environments. In Proceedings of the business agents and the semantic web (BASeWEB) workshop.
  • 3
    • 37349097487 scopus 로고    scopus 로고
    • Brinker, K. (2004). Active learning with kernel machines. Ph.D. thesis, Computer Science and Mathematics, University of Paderborn, November 2004.
  • 4
    • 12744279236 scopus 로고    scopus 로고
    • Buttler, D. (2004). A short survey of document structure similarity algorithms. In Proceedings of the 5th international conference on internet computing (IC2004).
  • 6
    • 51949086172 scopus 로고    scopus 로고
    • Chapelle, O., & Zien, A. (2005). Semi-supervised classification by low density separation. In Proceedings of the 10th international workshop on artificial intelligence and statistics (pp. 57-64).
  • 7
    • 37349063909 scopus 로고    scopus 로고
    • Do, H., & Rahm, E. (2003). COMA - a system for flexible combination of schema matching approach. In Proceedings of the 29th international conference on very large data base (VLDB) (pp. 610-621).
  • 8
    • 37349112853 scopus 로고    scopus 로고
    • Fung, G., & Mangasarian, O. (1999). Semi-supervised support vector machine for unlabeled data classification. Tech. Rep. 99-05, Data Mining Institute, October 1999.
  • 9
    • 33144480517 scopus 로고    scopus 로고
    • Comparison of clustering algorithms for analog modulation classification
    • Guldemir H., and Sengur A. Comparison of clustering algorithms for analog modulation classification. Expert Systems with Applications 30 (2006) 642-649
    • (2006) Expert Systems with Applications , vol.30 , pp. 642-649
    • Guldemir, H.1    Sengur, A.2
  • 10
    • 37349110504 scopus 로고    scopus 로고
    • Jarmasz, M., & Szpakowicz, S. (2003). Roget's thesaurus and semantic similarity. In Proceedings of conference on recent advances in natural language processing (RANLP) (pp. 212-219).
  • 11
    • 37349109834 scopus 로고    scopus 로고
    • Jeong, B. (2006). Machine learning-based semantic similarity measures to assist discovery and reuse of data exchange XML schemas. Ph.D. thesis, Department of Industrial and Management Engineering, Pohang University of Science and Technology, June 2006.
  • 12
    • 33646194963 scopus 로고    scopus 로고
    • Feature selection techniques and comparative studies for large-scale manufacturing processes
    • Jeong B., and Cho H. Feature selection techniques and comparative studies for large-scale manufacturing processes. International Journal of Advanced Manufacturing Technology 28 9 (2006) 1006-1011
    • (2006) International Journal of Advanced Manufacturing Technology , vol.28 , Issue.9 , pp. 1006-1011
    • Jeong, B.1    Cho, H.2
  • 13
    • 33646049321 scopus 로고    scopus 로고
    • Jeong, B., Kulvatunyou, B., Ivezic, N., Cho, H., & Jones, A. (2005). Enhance reuse of standard e-business XML schema documents. In Proceedings of international workshop on contexts and ontology: theory, practice and application (C& O'05) in the 20th national conference on artificial intelligence (AAAI'05).
  • 14
    • 27844537803 scopus 로고    scopus 로고
    • Efficient optimization of process parameters in shadow mask manufacturing using NNPLS and genetic algorithm
    • Jeong B., Lee J., and Cho H. Efficient optimization of process parameters in shadow mask manufacturing using NNPLS and genetic algorithm. International Journal of Production Research 43 15 (2005) 3209-3230
    • (2005) International Journal of Production Research , vol.43 , Issue.15 , pp. 3209-3230
    • Jeong, B.1    Lee, J.2    Cho, H.3
  • 15
    • 33749247281 scopus 로고    scopus 로고
    • Domain described support vector classifier for multi-classification problems
    • Lee D., and Lee J. Domain described support vector classifier for multi-classification problems. Pattern Recognition 40 (2007) 41-51
    • (2007) Pattern Recognition , vol.40 , pp. 41-51
    • Lee, D.1    Lee, J.2
  • 16
    • 34047146595 scopus 로고    scopus 로고
    • Lee, D., & Lee, J. (2007b). Equilibrium-based support vector machine for semi-supervised classification. IEEE Transactions on Neural Networks, 18(2), in press.
  • 18
    • 33947107389 scopus 로고    scopus 로고
    • Dynamic characterization of cluster structures for robust and inductive support vector clustering
    • Lee J., and Lee D. Dynamic characterization of cluster structures for robust and inductive support vector clustering. IEEE Transactions on Pattern Analysis and Machine Intelligence 28 11 (2006) 1869-1874
    • (2006) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.28 , Issue.11 , pp. 1869-1874
    • Lee, J.1    Lee, D.2
  • 19
    • 0037314570 scopus 로고    scopus 로고
    • XDSearch: an efficient search engine for XML document schemata
    • Lu E., and Jung Y. XDSearch: an efficient search engine for XML document schemata. Expert Systems with Applications 24 (2003) 213-224
    • (2003) Expert Systems with Applications , vol.24 , pp. 213-224
    • Lu, E.1    Jung, Y.2
  • 20
    • 9444261848 scopus 로고    scopus 로고
    • Pedersen, T., Patwardhan, S., & Michelizzi, J. (2004). WordNet: Similarity - measuring the relatedness of concepts. In Proceedings of the 19th national conference on artificial intelligence (AAAI'04).
  • 21
    • 37348998695 scopus 로고    scopus 로고
    • Resnik, P. (1995). Using information content to evaluate semantic similarity in a taxonomy. In Proceedings of the 14th international joint conference on artificial intelligence (IJCAI-95) (pp. 448-453).
  • 22
    • 37349089525 scopus 로고    scopus 로고
    • Seeger, M. (2002). Learning with labeled and unlabeled data. Tech. rep., University of Edingburgh, December 2002.
  • 23
    • 0003140770 scopus 로고    scopus 로고
    • Changing focus on interoperability in information systems: From system, syntax, structure to semantics
    • Goodchild M., Egenhofer M., Fegeas R., and Kottman C. (Eds), Kluwer, Academic Publishes
    • Sheth A. Changing focus on interoperability in information systems: From system, syntax, structure to semantics. In: Goodchild M., Egenhofer M., Fegeas R., and Kottman C. (Eds). Interoperating Geographic Information Systems (1999), Kluwer, Academic Publishes 5-30
    • (1999) Interoperating Geographic Information Systems , pp. 5-30
    • Sheth, A.1
  • 25
    • 37349059063 scopus 로고    scopus 로고
    • Zhang, Z., Li, R., Cao, S., & Zhu, Y. (2003). Similarity metric for XML documents. In Proceedings of workshop on knowledge and experience management (FGWM2003).
  • 26
    • 37349012335 scopus 로고    scopus 로고
    • Zhu, X. (2006). Semi-supervised learning literature survey. Tech. rep. Computer Sciences TR 1530, University of Wisconsin, April 2006.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.