Monday, September 17, 2007

Ontology Visualisation and Interaction

Protégé has OWL plug-ins available that provide extra capabilities for representing and visualising information, and also reasoning tools for maintaining and analysing the logical constructs (Storey et al, 2004) and (Elenius, 2005). The University of Victoria Computer-Human Interaction and Software Engineering lab (CHISEL) (2006) has developed Jambalaya (Ernst et al, 2003) for visualisation of knowledge and relationships. Ernst et al explain that the "larger ontologies that are being developed quickly exhaust human capacity for conceptualizing them in their entirety", so visualisation tools must assist users to view the information they need. Researchers at the University of Queensland Australia have developed a hyperbolic browser to display RDF files, this is explained in Eklund et al (2002). Cheung et al (2005) provide an ontology editor for knowledge sharing in manufacturing.

It is also important not to stay limited on one ontology development environment but instead explore how ontologies can be developed using a range of development tools and translated between each where necessary (Garcia-Castro and Gomez-Perez, 2006) are testing this. For this reason, a large range of ontology management tools have been investigated for this thesis. SWRL (Semantic Web Rule Language) combining OWL and RuleML and its use in modelling will also be investigated. This could be used for formally specifying the construction of equations and rules in a model and the relationships and constraints between items represented in an equation. Miller and Baramidze (2005), Horrocks et al (2003), and Zhang (2005) explain the SWRL language. Horrocks et al talk of defining properties as general rules over other properties and of defining operations on datatypes, within the thesis this research could assist in providing a visual rule and equation editor. An editing facility to model these equations and constraints, so that errors could be prevented, would improve the usability of future visual modelling systems created. Support for SWRL in Protégé (Miller and Baramidze, 2005) will assist with the construction of a modelling system with sophisticated editing of rules.

My Pages on this subject
Semantic Web - http://www.cems.uwe.ac.uk/amrc/seeds/PeterHale/RDF/RDF.htm.
Semantic Web Modelling - http://www.cems.uwe.ac.uk/amrc/seeds/ModellingSemanticWeb.htm.
Visualisation - http://www.cems.uwe.ac.uk/amrc/seeds/Visualisation.htm.

References

Cheung, W. M., Maropoulos, P. G., Gao, J. X., Aziz, H., 2005. Ontological Approach for Organisational Knowledge Re-use in Product Developing Environments. In: 11th International Conference on Concurrent Enterprising - ICE 2005, University BW Munich, Germany - http://www.eamber-esilkroad.org/Projects/408/ICE2005/Knowledge%20Management/P13%20Ontological%20Approach%20for%20Organisational%20Knowledge%20Re-use%20in%20Product%20Developing%20Environments.pdf.

Elenius, D., 2005. The OWL-S Editor - A Domain-Specific Extension to Protégé. In: 8th Intl. Protégé Conference - July 18-21, 2005 - Madrid, Spain - http://protege.stanford.edu/conference/2005/submissions/abstracts/accepted-abstract-elenius.pdf.

Eklund, P., Roberts, N., Green, S., 2002. OntoRama: Browsing RDF Ontologies using a Hyperbolic-style Browser. In: The First International Symposium on Cyber Worlds, CW02, Theory and Practices, IEEE Press. (2002) pp 405-411. - http://ieeexplore.ieee.org/iel5/8409/26515/01180907.pdf.

Ernst, N. A., Storey, M., Allen, P., Musen, M., 2003. Addressing cognitive issues in knowledge engineering with Jambalaya http://www.neilernst.net/docs/pubs/ernst-kcap03.pdf.

Garcia-Castro R, Gomez-Perez A, 2006. Interoperability of Protégé using RDF(S) as interchange language. In: 9th Intl. Protégé Conference, July 23-26, 2006 - Stanford, California - http://protege.stanford.edu/conference/2006/submissions/abstracts/3.4_Garcia-Castro_Gomez-Perez_Protege2006.pdf.

Horrocks, I., Patel-Schneider, P. F., van Harmelen, F., 2003. From SHIQ and RDF to OWL: The making of a web ontology language. Journal of Web Semantics, Vol 1(1), pp 7-26 - http://www.cs.man.ac.uk/~horrocks/Publications/download/2003/HoPH03a.pdf.

Miller, J. A., Baramidze, G., 2005. Simulation and the Semantic Web. In. Proceedings of the 2005 Winter Simulation Conference - http://www.informs-cs.org/wsc05papers/297.pdf.

Storey, M., Lintern, R., Ernst, N., Perrin, D., 2004, Visualization and Protégé In: 7th International Protégé Conference - July 2004 - Bethesda, Maryland - http://protege.stanford.edu/conference/2004/abstracts/Storey.pdf.

University of Victoria, 2006. Model Driven Visualization (MDV) http://www.thechiselgroup.org/?q=mdv.

Zhang, Z., 2005. Ontology Query Languages for the Semantic Web: A Performance Evaluation. MSc Thesis, (Under the Direction of John.A.Miller) -http://www.cs.uga.edu/~jam/home/theses/zhijun_thesis/final/zhang_zhijun_200508_ms.pdf

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