Journal of Korea Multimedia Society (한국멀티미디어학회논문지)

Korea Multimedia Society (한국멀티미디어학회)
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A Study on Facility Information System using GIS and Semantic Web in Underground Space

  • Cui, Yulan (Department of Interdisciplinary Program of Information Security, Pukyong National University) ;
  • Hwang, Hyun-Suk (Department of Interdisciplinary Program of Information Security, Pukyong National University) ;
  • Kim, Chang-Soo (Department of IT Convergence and Application Engineering, Pukyong National University)
  • Received : 2010.11.24
  • Accepted : 2011.01.05
  • Published : 2010.12.30
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Abstract

The utilization of underground space has recently increased with the complication of road, the rise of the land price, and the development of green technology. Underground space ranges from classical excavations to subway, underground cities, and shopping malls where there are crowds of people. At this time, government has spent a lot of money in installing various types of safety facilities for preparations of increasing potential disasters. Therefore, an effective facility management system is required. In this paper, we propose an information retrieval process to effectively extract the facilities' information based on the ontology and spatial analysis in underground space. The ontology-based searching supports hierarchical and associated results as well as knowledge sharing with hierarchy concepts. The spatial analysis based searching has "Buffer" and "Near" functions to operate on a map without understanding any property of the facility information.

Keywords

References

  1. Underground Spaces 2008 : http://www.allconferences.com/conferences/ 20070629040549/
  2. Tetsuro Esaki, "Underground Space Design and Practice", Lecture data, 2005.
  3. Y. H. Joe, "A Architecture of B2B System for Multiple Standard Frameworks", The e- Business Studies, Vol. 7, No. 2, pp. 469-486, 2006.
  4. J. S. Park, "Real-time Data Integration Using Ontology and Semantic Mediators", The Journal of MIS Research, Vol. 16, No. 4, pp. 151-178, 2006.
  5. D. Vallet, P. Castells, M. Fernndez, P. Mylonas and Y. Avrithis, "Personalized Content Retrieval in Context Using Ontological Knowledge", IEEE Transaction, Vol. 17, No. 3, pp. 336-346, 2007.
  6. H. L. Kim, "ONTALK : Ontology-based Personalized Document Management System", Master's degree thesis, DanKook University, 2004.
  7. WU Shanming, and SHEN Jianjing, "Ontology- Based Framework for Geospatial Web Services", International Symposium on Information Science and Engieering, pp. 107-110, 2008.
  8. Tetsuro Esaki, "Underground Space Design and Practice", Lecture data, 2005.
  9. Changsoo Kim, Seongseok Go, and Yongcheol Suh, " Report of the Safety Management System in the Underground Space," 2007.
  10. Seoul Metro : http://www.seoulmetro.co.kr
  11. Seoul Metropolitan Rapid Transit Corporation : http://www.smrt.co.kr
  12. Busan Transportation Corporation : http://www. subway.busan.kr
  13. Rui G. Pereira and Mario M. Freire, "SWedt: A semantic web editor integrating ontologies and semantic annotations with resource description framework", Proceedings of AICT/ ICIW, pp. 200-205, 2006.
  14. Jeff Z. Pan, "A flexible ontology reasoning architecture for the semantic web", IEEE Transactions on Knowledge and Data Engineering, Vol. 19, No. 2, pp. 246-260, 2007. https://doi.org/10.1109/TKDE.2007.17
  15. Ceravolo, P., E. Damiani, and M, Viviani, "Bottom-up extraction and trust-based refinement of ontology metadata", IEEE Transactions on Knowledge and Data Engineering, Vol. 19, No. 2, pp. 149-163, 2007. https://doi.org/10.1109/TKDE.2007.23
  16. H.S. Hwang, K.S Park, and C.S Kim, "Ontology-based information search in the real world using web services", Lecture Notes in computer Science, Vol. 3982, Springer, pp. 125-133, 2006.
  17. Kim M.S., and Y.H. Kong, "XML information retrieval by document filtering and query expansion based on ontology", Journal of Korea Multimedia Society, Vol. 8, No. 5, pp. 596-605, 2005.
  18. Samper J.J., Vicente R.T., carrillo E., and Regerio P.c., "Visualization of ontologies to specify semantic descriptions of services", IEEE Transactions on Knowledge and Data Engineering, Vol. 20, No. 1, pp. 130-134, 2008. https://doi.org/10.1109/TKDE.2007.190698
  19. Geographic Information System : http://egsc.usgs.gov/isb/pubs/gis_poster/
  20. Wang Jinlin, Chen Xi, Zhou Kefa, Zhang Haibo, and Wang Wei, "Research of GIS-based Spatial Data Mining Model", Knowledge Discovery and Data Mining, pp. 159-162, 2009.
  21. Kyehyun Kim, "Spatial Analysis", 2004.
  22. YuLan Cui, "Design and Implementation of a Facility Information System based on GIS and Semantic Web in Underground Space," Thesis of Master Degree, Pukyong National University, 2009. 8.