A Comparative Study of Recent Ontology Visualization Tools with a Case of Diabetes Data

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Author(s):
V. Swaminathan, R. Sivakumar
Published Date:
April 30, 2012
Issue:
Volume 2, Issue 3
Page(s):
31 - 36
DOI:
10.7815/ijorcs.23.2012.026
Views:
6894
Downloads:
866

Keywords:
ontology visualization, semantic web, knowledge retrieval, reasoner
Citation:
V. Swaminathan, R. Sivakumar, "A Comparative Study of Recent Ontology Visualization Tools with a Case of Diabetes Data". International Journal of Research in Computer Science, 2 (3): pp. 31-36, April 2012. doi:10.7815/ijorcs.23.2012.026 Other Formats

Abstract

Ontology is a conceptualization of a domain into machine readable format. Ontologies are becoming increasingly popular modelling schemas for knowledge management services and applications. Focus on developing tools to graphically visualise ontologies is rising to aid their assessment and analysis. Graph visualisation helps to browse and comprehend the structure of ontologies. A number of ontology visualizations exist that have been embedded in ontology management tools. The primary goal of this paper is to analyze recently implemented ontology visualization tools and their contributions in the enrichment of users’ cognitive support. This work also presents the preliminary results of an evaluation of three visualization tools to determine the suitability of each method for end user applications where ontologies are used as browsing aids with a case of Diabetes data.

  1. Gomez-perez A Survey on ontology Tools, OntoWeb deliverable D1.3. http://ontoweb.aifb.uni-karlsruhe.de/About/Delieverables/D13_1-0.zip.
  2. Guarino N, Giaretta P (1995) Ontologies and Knowledge bases: towards a terminological clarification. Towards Very Large Knowledge Bases: Knowledge Building and Knowledge Sharing, IOS, 25-32.
  3. Boinski T, Bundnik L, Jaworska A, Mrozinski J, Mazurkiewicz, K (2009) OCS-Domain Oriented Ontology Creation System. Polish Journal of Environmental Studies. 18:3B. pp 35-38.
  4. Benjamin B, Emmanuel P, Ilaria L, Gennady L (2011) OntoTrix: A Hybrid Visualization for Populated Ontologies. Proceedings of WWW2011, Hyderabad, India
  5. Katifori A, Halatsis C, Lepouras G, Vassilakis C, Giannopoulou E (2007) Ontology Visualization Methods - A Survey, ACM Computing Surveys, Vol. 39, Issue 4. doi:10.1145/1287620.1287621
  6. Kobsa A (2004) User Experiments with Tree Visualization Systems. In IEEE Symposium on Information Visualization (INFOVIS'04), 9-16. doi:10.1109/INFVIS.2004.70
  7. Katifori A, Torou E, Halatsis C, Lepouras G, Vassilakis C (2006) A Comparative Study of Four Ontology Visualization Techniques in Protégé: Experiment Setup and Preliminary Results, URL:http://ieeexplore.ieee.org /stamp/stamp.jsp?arnumber =01648294
  8. Johnson B, Shneiderman B (1991) Treemaps: a space-filling approach to the visualisation of hierarchical in-formation structures. Proc. 2nd Int. IEEE Visualization Conference, San Diego.
  9. Furnas GW (1986) The FISHEYE view: A new look at structured files. Proc. of the Conf. on Human Factors in Computing Systems ACM. pp 16-23.
  10. Lamping J, Rao R, Pirolli P (1995) A focus + context Technique based on Hyperbolic Geometry for Visual-izing Large Hierarchies. ACM Conference on Human Factors in Computing Systems (CHI'95), New York, ACM Press. pp 404-408.
  11. Munzner T (1997) H3: Laying Out Large Directed Graphs in 3D Hyperbolic Space. Proc. of the IEEE Symp. on Information Visualisation., Phoenix, USA. doi:10.1109/INFVIS.1997.636718
  12. Graham M, Kennedy J, Benyon D (2000) Towards a Methodology for Developing Visualizations. Int. J. of Human-Computer Studies 53(5): 789-807. doi:10.1006/ijhc.2000.0415
  13. North C, Shneiderman B (2000) Snap-together visualisation: can users construct and operate coordinated visu-alisations?. Int. J. of Human-Computer Studies 53: 715-739. doi:10.1006/ijhc.2000.0418
  14. Risden K, Czerwinski MP, Munzner T, Cook D (2000) An initial examination of ease of use for 2D and 3D information visualizations of web content. Int. J. of Human-Computer Studies 53: 695-714. doi:10.1006/ijhc.2000.0413
  15. Wills GJ (1997) NicheWorks - Interactive Visualisation of Very Large Graphs. Proc. Graph Drawing '97, Rome, Italy, Springer-Verlag. pp 403-414.
  16. Herman I, Melancon G, Marshall MS (2000) Graph Visualization and Navigation in Information Visualisa-tion: a Survey. IEEE Transactions on Visualisation and Computer Graphics 6(1): 24-43. doi:10.1109/2945.841119
  17. North SC (1995) Incremental layout in DynaDAG. Proc. of the Symposium on Graph Drawing GD '95, Springer-Verlag, pp 409-418.
  18. Eades P (1984) A Heuristic for Graph Drawing. Congressus Numerantium,42:149-160.
  19. Boinski T, Jaworska A, Kleczkowski R, Kunowski P (2010) Ontology Visualization. Proceedings of the 2nd International Conference on Information Technology, ICIT.
  20. Musen MA (1989) Automated support for building and extending expert models Machine Learning 4:347 – 376. doi:10.1007/BF0013071
  21. Noy NF, Musen MA (2000) PROMPT: Algorithm and Tool for Automated Ontology Merging and Alignment. In: Rosenbloom P, Kautz HA, Porter B, Dechter R, Sutton R, Mittal V (eds) 17th National Conference on Artificial Intelligence (AAAI’00). Austin, Texas, pp 450-455.
  22. Gennari JH, Musen MA, Fergerson RW, Grosso WE, Crubezy M, Eriksson H, Noy NF, Tu SW (2003) The Evolution of Protégé: An Environment for knowledge-Based Systems Development. International Journal of Human-Computer Studies 58(1):89-123. doi:10.1016/S1071-5819(02)00127-1
  23. Friedman – Hill E (2003) Jess in Action: Java Rule-Based Systems. Manning Publications Company, Greenwich, Connecticut.
  24. Musen MA, Fergerson RW, Grosso WE, Noy NF, Grubezy MY, Gennari JH (2000) Component -based support for building knowledge-acquisition systems.
  25. Proc. Intelligent Information Processing (IIP 2000) Conf. Int. Federation for Processing (IFIP), World Computer Congress (WCC'2000), Beijing, China, pp 18-22.
  26. DLQuery http://protegewiki.stanford.edu/wiki/OWL2Query
  27. OntoGraf :http://protegewiki.stanford.edu/wiki/DL_Query
  28. OWL2Query: http://protegewiki.stanford.edu/wiki/OntoGraf

  • Negru, Stefan, Florian Haag, and Steffen Lohmann. "Towards a unified visual notation for OWL ontologies: insights from a comparative user study." Proceedings of the 9th International Conference on Semantic Systems. ACM, 2013.
  • Fu, Bo, Natalya F. Noy, and Margaret-Anne Storey. "Indented tree or graph? A usability study of ontology visualization techniques in the context of class mapping evaluation." The Semantic Web–ISWC 2013. Springer Berlin Heidelberg, 2013. 117-134.
  • Dudáš, Marek, Ondřej Zamazal, and Vojtěch Svátek. "Roadmapping and navigating in the ontology visualization landscape." Knowledge Engineering and Knowledge Management. Springer International Publishing, 2014. 137-152.
  • Fua, Bo, Natalya F. Noyb, and Margaret-Anne Storeya. "Eye tracking the user experience-an evaluation of ontology visualization techniques." Semantic Web Journal (to appear) (2014).
  • MEENA, K., and R. SIVAKUMAR. HUMAN-COMPUTER INTERACTION. PHI Learning Pvt. Ltd., 2014.