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In this paper, we present a framework and a system implementation for the exploitation of embedded knowledge in the domain of industrial maintenance in a mobile context, using Augmented Reality techniques. We base our approach in the SOUPA group of ontologies (Standard Ontology for Ubiquitous and Pervasive Applications). Our approach extends SOUPA with two new ontologies: (i) the Set of Experience Knowledge Structure, used to model the user’s experience, and (ii) the AR ontology which models an Augmented Reality environment that is used to enhance the maintenance experience through virtual elements. As test case, we implemented our approach in different portable devices with video input capabilities such as UMPCs and Tablet PCs.
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Tom
Strony
61--68
Opis fizyczny
Bibliogr. 20 poz., rys.
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autor
autor
autor
autor
- Faculty of Engineering and Built Environment, Callaghan, NSW 2308, Australia, Cesar.MaldonadoSanin@newcastle.edu.au
Bibliografia
- [1] Arnold W., Bowie J., Artificial intelligence: A personal commonsense journey, Prentice Hall, Englewood Cliffs, NJ, 1985.
- [2] Azuma R.T., A Survey of Augmented Reality, Presence: Teleoperators and Virtual Environment, Vol. 6(4), 1997.
- [3] Chen H., Perich F., Finin T., Joshi A., SOUPA: Standard Ontology for Ubiquitous and Pervasive Applications, MOBIQUITOUS-2004, Cambridge, USA, 2004.
- [4] Friedich W., ARVIKA - Augmented Reality for Development, Production and Service, Proc. Int. Symp. Mixed and Augmented Reality (ISMAR 2002), Darmstadt, 2002.
- [5] Goldratt E.M., Cox J., The goal, Grower, Aldershot Hants, UK, 1986.
- [6] Gruber T.R., Toward principles for the design of ontologies used for knowledge sharing, International Journal of Human-Computer Studies, Vol. 43 (5-6), 1995, pp. 907-928.
- [7] Honkanen T., Modelling Industrial Maintenance Systems and the Effects of Automatic Condition Monitoring, Ph.D. Thesis, Helsinki University of Technology, Finland, 2004.
- [8] IEC, Electropedia: The World’s Online Electrotechnical Vocabulary 60050-191 - Dependability and quality of service, International Electrotechnical Commission, Geneva, 1990.
- [9] Lloyd J.W., Logic for Learning: Learning comprehensible theories from structure data, Springer, Berlin 2003.
- [10] Makri A., Weidenhausen J., Eschler P., Strieker D., Machui O., Fernandez C., Maria S., Voss G., Ioannidis N., ULTRA Light Augmented Reality Mobile System, 4th IEEE and ACM Int. Symp. Mixed and Augmented Reality, Austria, 2005.
- [11] Malhotra Y., From information management to knowledge management: Beyond the “hi-tech hidebound” systems, [in:] K. Srikantaiah and M.E.D. Koening, Knowledge management for the information professional, Information Today Inc., Melford, NJ, 2000, pp. 37-61.
- [12] Milgram P., Kishino F., A Taxonomy of Mixed Reality Visual Displays, IEICE Transactions Information Systems, Vol. E77-D, 1994, pp. 1321-1329.
- [13] Sanin C., Szczerbicki E., Set of experience: A knowledge structure for formal decision events, Foundations of Control and Management Sciences, Vol. 3, 2005, pp. 95-113.
- [14] Sanin C., Szczerbicki E., Using XML for implementing set of experience knowledge structure, Proc. Int. Conf. Knowledge-base and Intelligent Information and Engineering Systems - KES, R. Koshla, R. Hewlett, L. Jain (eds.), Springer, Berlin, Heidelberg, 2005, pp. 946-952.
- [15] Sanin C., Szczerbicki E., Extending set of experience knowledge structure into a transportable language extensible markup language, Cybernetics and Systems, Vol. 37(2-3), 2006, pp. 97-117.
- [16] Sanin C., Szczerbicki E., Using set of experience in the process of transforming information into knowledge, International Journal of Enterprise Information Systems, Vol. 2, 2006, pp. 45-62
- [17] Sanin C.. Szczerbicki E., Toro C., An OWL Ontology of Set of Experience Knowledge Structure, Journal of Universal Computer Science, Vol. 13(2), 2007, pp. 209-223.
- [18] Saltier U., Description Logic Reasoners, Retrieved April 2006, from http://www.cs.man.ac.uk/-sattler/reasoners.html, 2006.
- [19] Sevilmis N., Stork A., Smithers T., Posada J., Pianciamore M., Castro R., Jimenez I., Marcos G. et al., Knowledge Sharing by Information Retrieval in the Semantic Web, Lecture Notes of Computer Science - Selected papers from ESWC 2005, Springer-Verlag, Germany, Vol. 32, 2005, p. 471.
- [20] Toro C., Posada J., Termenón M., Oyarzun J., Falcón J., Knowledge Based Tools to Support the Structural Design Process, [in:] Knowledge-Based Intelligent Information and Engineering Systems, 10th Int. Conf., KES 2006, B. Gabrys, R.J. Howlett, and L.C. Jain (eds.), Proc. Part I, Lecture Notes in Artificial Intelligence 4251, Springer-Verlag, Germany, 2006.
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Bibliografia
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bwmeta1.element.baztech-article-BAT5-0027-0103