Novosibirsk State University Journal of Information Technologies
Scientic Journal

ISSN 2410-0420 (Online), ISSN 1818-7900 (Print)

Switch to
Russian

All Issues >> Contents: Volume 08, Issue No 1 (2010)

Application of semantic web technologies in the information-computational system for environmental data analysis
Aleksandr Georgiyevich Titov, Evgeny Petrovich Gordov, Igor Georgiyevich Okladnikov

Institute of Monitoring of Climatic and Ecological Systems SB RAS

UDC code: 004.9

Abstract
The working model of the software system for storage, semantically-enabled search and retrieval along with processing and visualization of environmental datasets containing results of meteorological and air pollution observations and mathematical climate modeling is presented. Specially designed metadata standard for machine-readable description of datasets in the form of RDF Schema is introduced. At present the system is available as a Web server and is implementing dataset management functionality including SeRQL-based semantic search as well as statistical analysis and visualization of selected data archives. The proposed system represents a step in the process of development of collaborative information-computational environment to support multidisciplinary investigations of Earth regional environment.

Key Words
climate change, meteorology, Semantic Web, metadata, Information systems

How to cite:
Titov A. G., Gordov E. P., Okladnikov I. G. Application of semantic web technologies in the information-computational system for environmental data analysis // Vestnik NSU Series: Information Technologies. - 2010. - Volume 08, Issue No 1. - P. 60-67. - ISSN 1818-7900. (in Russian).

Full Text in Russian

Available in PDF

References
1. Tschirner S., Zipf A. Finding geodata that otherwise would have been forgotten- GeoXchange: a SDI-based portal for sharing free geodata // In Proceedings of the 2005 Workshop on Geographic information Retrieval (Bremen, Germany, November 04, 2005). ACM, New York, NY, 2005. P. 39–44.
2. Mccartney P., Jones M. Using XML-encoded Metadata as a Basis for Advanced Information Systems for Ecological Research // In Proceedings of the 6th World Multi-Conference on Systemics, Cybernetics, and Informatics (SCI 2002), Orlando, Florida, 2002.
3. Wiegand N. Searching for geospatial government-produced data // In Proceedings of the 2005 National Conference on Digital Government Research (Atlanta, Georgia, May 15–18, 2005). ACM International Conference Proceeding Series. 2005. Vol. 89. Digital Government Society of North America. P. 269–270.
4. Max J. Egenhofer. Toward the semantic geospatial web // In GIS ’02: Proceedings of the 10th ACM international symposium on Advances in geographic information systems. N. Y., USA: ACM Press, 2002. P. 1–4.
5. Nambiar U., Ludaescher B., Lin K., Baru C. The GEON portal: accelerating knowledge discovery in the geosciences // In Proceedings of the 8th Annual ACM international Workshop on Web information and Data Management (Arlington, Virginia, USA, November 10, 2006). WIDM '06. ACM, N. Y., 2006. P. 83–90.
6. Decker S., Melnik S., Harmelen F. V., Fensel D., Klein M. C. A., Broekstra J., Erdmann M., Horrocks I. The Semantic Web: The Roles of XML and RDF // In Proceedings of IEEE Internet Computing. 2000. P. 63–74.
7. Guha R., McCool R., Miller E. Semantic search // In Proceedings of the 12th international Conference on World Wide Web (Budapest, Hungary, May 20–24, 2003). WWW '03. ACM, N. Y., 2003. P. 700–709.
8. Bhagdev R., Chapman S., Ciravegna F., Lanfranchi V., Petrelli D. Hybrid search: Effectively combining keywords and semantic searches // The Semantic Web: Research and Applications. ESWC 2008, Tenerife, Spain, June 1–5. Springer, 2008. P. 554–568.
9. Heflin J., Hendler J. Semantic Interoperability on the Web // In Proceedings of Extreme Markup Languages 2000. Graphic Communications Association. 2000. P. 111–120.
10. Titov A. G. RDF-skhema dlya metadannykh po meteorologii i klimatu // Izmereniya, modelirovaniye i informatcionnyye sistemy dlya izucheniya okruzhayushchei sredy / Pod obshch. red. prof. E. P. Gordova. Tomsk: Izd-vo Tomsk. TcNTI, 2006. S. 58–61.
11. Wood D., Gearon P., Adams T. Kowari: A platform for semantic web storage and analysis // In XTech. 2005, May 2005.
12. Harris S., Gibbins N. 3store: efficient bulk RDF storage // In Proceedings of the First International Workshop on Practical and Scalable Semantic Systems (PSSS’03). 2003. P. 1–20; URL: http://www.eprints.aktors.org/archive/00000273/.
13. Berners-Lee T. Why RDF model is different from the XML model. September 1998; URL: http://www.w3.org/DesignIssues/RDF-XML.html
14. Celino I., Della Valle E., Cerizza D., Turati A. Squiggle: a Semantic Search Engine for indexing and retrieval of multimedia content // In Proceedings of the 1st International Workshop on Semantic-Enhanced Multimedia Presentation Systems (SEMPS-2006). Athens, Greece, December
6, 2006.
15. Davies J., Weeks R., Krohn U. QuizRDF: Search technology for the SemanticWeb // In Proceedings of the 37th Annual Hawaii International Conference on System Sciences (HICSS’04). BTexact Technologies, IEEE Computer Society, 2004. P. 112–119.
16. Victoria S. Uren, Yuangui Lei, Enrico Motta: SemSearch: Refining Semantic Search / The Semantic Web: Research and Applications / ed. Sean Bechhofer et al. 5th European Semantic Web Conference, ESWC 2008, Tenerife, Canary Islands, Spain, June 1–5, 2008. Proceedings. Vol. 5021 of Lecture Notes in Computer Science. Springer, 2008. P. 874–878.
17. Li Ding, Tim Finin, Anupam Joshi, Rong Pan, Scott R. Cost, Yun Peng, Pavan Reddivari, Vishal Doshi, and Joel Sachs. Swoogle: a search and metadata engine for the semantic web // In CIKM ’04: Proceedings of the thirteenth ACM conference on Information and knowledge management, N. Y., USA: ACM Press, 2004. P. 652–659.
18. Hildebrand M., Ossenbruggen J. van, Hardman L. An analysis of search-based user interaction on the semantic web. Technical Report INS-E0706, Centrum voor Wiskunde en Informatica, Amsterdam, The Netherlands. May 2007.
19. Page L., Brin S., Motwani R., Winograd T. The pagerank citation ranking: Bringing order to the web // Technical report, Stanford Digital Library Technologies Project, 1998; URL: http://ilpubs.stanford.edu:8090/422/1/1999-66.pdf.
20. Gordov E. P., Okladnikov I. G., Titov A. G. Razrabotka elementov informatcionnovychislitelnoi sistemy na osnove veb-tekhnology dlya issledovaniya regionalnykh prirodno-klimaticheskikh protcessov // Vychislitelnyye tekhnologii. 2007. T. 12, spetc. vyp. 3. C. 20–28.
21. Broekstra J., Kampman A., Harmelen F. van. Sesame: An Architecture for Storing and Querying RDF Data and Schema Information // Semantics for the WWW. MIT Press, 2001.
22. Svab O., Svatek V., Kavalec M., Labsky M. Querying the RDF: Small Case Study in the Bicycle Sale Domain // In Proceedings of the Dateso 2004 Annual International Workshop on Databases, Texts, Specifications and Objects. Desna, Czech Republic, April 14–16, 2004. Vol. 98. P. 84–95.
23. Gordov E. P., Lykosov V. N., Fazliev A. Z. Web-portal on environmental sciences «ATMOS» // Adv. Geosci. 2006. Vol. 8. P. 33–38; URL: www.adv-geosci.net/8/33/2006/.
24. Barbera M., Di Donato F., Morbidoni C., Tummarello G. Hyperjournal software, php scripting and semantic web technologies for the open access // In Proceedings ESWC: European Semantic Web Conference (2nd. 2005. Heraklion). Heraklion (Greece), 2005.
25. Okladnikov I. G., Titov A. G., Melnikova V. N., Shulgina T. M. Veb-sistema dlya obrabotki i vizualizatcii meteorologicheskikh i klimaticheskikh dannykh // Vychislitelnyye tekhnologii. 2008. T. 13, spetcvyp. № 3. S. 64–69.

Publication information
Main title Vestnik NSU Series: Information Technologies, Volume 08, Issue No 1 (2010).
Parallel title: Novosibirsk State University Journal of Information Technologies Volume 08, Issue No 1 (2010).

Key title: Vestnik Novosibirskogo gosudarstvennogo universiteta. Seriâ: Informacionnye tehnologii
Abbreviated key title: Vestn. Novosib. Gos. Univ., Ser.: Inf. Tehnol.
Variant title: Vestnik NGU. Seriâ: Informacionnye tehnologii

Year of Publication: 2010
ISSN: 1818-7900 (Print), ISSN 2410-0420 (Online)
Publisher: Novosibirsk State University Press
DSpace handle


|Home Page| |All Issues| |Information for Authors| |Journal Boards| |Ethical principles| |Editorial Policy| |Contact Information| |Old Site in Russian|

inftech@vestnik.nsu.ru
© 2006-2017, Novosibirsk State University.