AN ONTOLOGY-BASED APPROACH FOR SEMANTIC INTEROPERABILITY IN P2P SYSTEMS

Deise de Brum Saccol, Rodrigo Perozzo Noll, Nina Edelweiss, Renata de Matos Galante

Abstract

In peer-to-peer (P2P) systems, files from the same application domain are spread over the network. When the user poses a query, the processing relies mainly on the flooding technique, which is quite inefficient for optimization purposes. To solve this issue, our work proposes to cluster documents from the same application domain into super peers. Thus, files related to the same universe of discourse are grouped and the query processing is restricted to a subset of the network. The clustering task involves: ontology generation, document and ontology matching, and metadata management. In this paper, we focus on the matching step.

References

  1. Baeza-Yates, R.A. and Ribeiro-Neto, B.A., 1999. Modern Information Retrieval. ACM Press / Addison-Wesley.
  2. Bertino, E.; Guerrini, G. and Mesiti, M., 2004. A Matching Algorithm for Measuring the Structural Similarity between an XML Document and a DTD and its Applications. Information Systems, Elsevier Science Ltd., 29, 23-46.
  3. Dalamagas, T.; Cheng, T.; Winkel, K.J. and Sellis, T.,2004. Clustering XML Documents using Structural Summaries. In: EDBT Work. on Clustering Information over the Web, Greece.
  4. Fensel, D., 2001. Ontologies: A Silver Bullet for Knowledge Management and Electronic Commerce. Springer.
  5. Francesca, F.D.; Gordano, G.; Ortale, R. and Tagarelli, A.., 2003. Distance-based Clustering of XML Documents. In: Work. on Mining Graphs, Trees and Sequences, Croatia.
  6. Gong, L., 2001. JXTA: A Network Programming Environment. IEEE Internet Computing, 5(3):88-95, May/June.
  7. Kantrowitz, M., Mohit, B. and Mittal, V., 2000. Stemming and its effects on TFIDF ranking. In: SIGIR Conf. on Research and Development in Information Retrieval. Athens.
  8. Levenshtein, V., 1966. Binary Codes capable of correcting deletions, insertions, and reversals. Cybernetics and Control Theory, 10(8):707-710.
  9. Lian, W.; Cheung, D.; Mamoulis, N. and Yiu, S., 2004. An Efficient and Scalable Algorithm for Clustering XML Documents by Structure. IEEE Trans. on Knowledge and Data Engineering , 16, 82-96.
  10. Madhavan, J., Bernstein, P. A. and Rahm, E., 2001. “Generic schema matching using Cupid”. In: VLDB'01, Rome, Italy.
  11. Maedche, A.; Staab, S., 2002. “Measuring similarity between ontologies”. In: EKAW.
  12. Manning, C. D. and Schütze, H., 1999. Foundations of Statistical Natural Language Processing. 1st ed. Cambridge, MA: MIT Press.
  13. Mena, E., and Illarramendi, A., 2001. Ontology-based query processing for global information systems. Springer.
  14. Nejdl, W., Wolf, B., Qu, C., Decker, S., Sintek, and et. al., 2002. EDUTELLA: A P2P Networking Infrastructure Based on RDF. In: WWW'02, Hawaii, EUA.
  15. Ratnasamy, S., Francis, P., Handley, M., Karp, R., and Shenker, S., 2001. A scalable content-addressable network. In: SIGCOMM.
  16. Rowstron, A., and Druschel, P., 2001. Pastry: Scalable, distributed object location and routing for large-scale peer-to-peer systems. In: Middleware.
  17. Saccol, D.B., Edelweiss, N. , Galante, R.M. and Zaniolo, C., 2007. Managing XML Versions and Replicas in a P2P Context. In: SEKE, Boston, USA.
  18. Saccol, D.B. et al., 2008. Gerenciamento de Domínios de Aplicação através do Uso de Ontologias. In: ERBD, Florianópolis, Brazil - in Portuguese. (to be presented).
  19. Staab. S. and Studer, R., 2004. Handbook on Ontologies (International Handbooks on Information Systems). Springer.
  20. Yang, B. and Garcia-Molina, H., 2002. Efficient Search in Peer-to-Peer Networks. In: ICDCS, Vienna, Austria.
Download


Paper Citation


in Harvard Style

de Brum Saccol D., Perozzo Noll R., Edelweiss N. and de Matos Galante R. (2008). AN ONTOLOGY-BASED APPROACH FOR SEMANTIC INTEROPERABILITY IN P2P SYSTEMS . In Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 1: ICEIS, ISBN 978-989-8111-36-4, pages 310-316. DOI: 10.5220/0001711503100316


in Bibtex Style

@conference{iceis08,
author={Deise de Brum Saccol and Rodrigo Perozzo Noll and Nina Edelweiss and Renata de Matos Galante},
title={AN ONTOLOGY-BASED APPROACH FOR SEMANTIC INTEROPERABILITY IN P2P SYSTEMS},
booktitle={Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 1: ICEIS,},
year={2008},
pages={310-316},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001711503100316},
isbn={978-989-8111-36-4},
}


in EndNote Style

TY - CONF
JO - Proceedings of the Tenth International Conference on Enterprise Information Systems - Volume 1: ICEIS,
TI - AN ONTOLOGY-BASED APPROACH FOR SEMANTIC INTEROPERABILITY IN P2P SYSTEMS
SN - 978-989-8111-36-4
AU - de Brum Saccol D.
AU - Perozzo Noll R.
AU - Edelweiss N.
AU - de Matos Galante R.
PY - 2008
SP - 310
EP - 316
DO - 10.5220/0001711503100316