Abstract
In the present paper we describe IntelliDomo’s learning model, an ontology-based expert system able to control a home automation system and to learn user’s behaviour. This system obtains its own data from the user’s daily activities. From these data, IntelliDomo can detect behaviour periodic patterns and it can be able to generate SWRL rules that anticipate the user’s day-to-day activities. One of the main objectives IntelliDomo seeks is to be as transparent as possible for the user. The user has nothing to configure, the system learns his/her habits and anticipates his/her actions.
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References
Fensel, D.: Ontologies: Silver bullet for knowledge management and electronic commerce. Springer, Berlin (2001)
Berners-Lee, T., Hendler, J., Lassila, O.: The semantic web. Scientific American, 29–37 (2001)
Horrocks, I., Patel-Schneider, P., Boley, H., et al.: SWRL: A semantic web rule language combining OWL and RuleML. (2004), http://www.w3.org/submission/2004/SUBM-SWRL-20040521/
Gasson, M., Warwick, K.: D12.2: Study on emerging AmI technologies, FIDIS Deliverables 12 (2007)
Sommaruga, L., Perri, A., Furfari, F.: DomoML-env: an ontology for human home interaction. In: Procs. of Semantic Web Applications and Perspectives, Trento, Italy, December 14-16 (2005)
Furfari, F., Sommaruga, L., Soria, C., et al.: DomoML: The definition of a standard markup for interoperability of human home interactions. In: Procs. of the 2nd European Union Symposium on Ambient Intelligence, pp. 41–44 (2004)
Bonino, D., Corno, F.: Dogont-ontology modeling for intelligent domotic environments. In: Sheth, A.P., Staab, S., Dean, M., Paolucci, M., Maynard, D., Finin, T., Thirunarayan, K. (eds.) ISWC 2008. LNCS, vol. 5318, pp. 790–803. Springer, Heidelberg (2008)
Vanderhulst, G., Luyten, K., Coninx, K.: ReWiRe: creating interactive pervasive systems that cope with changing environments by Rewiring. In: 4th Int. Conf. on Intelligent Environments (IE 2008), Seattle, July 21-22, pp. 1–8 (2008)
Rashidi, P., Cook, J.: Keeping the resident in the loop: adapting the smart home to the user. IEEE Transactions on systems, man, and cybernetics - part A: systems and humans 39(5), 949–959 (2009)
Youngblood, G., Cook, D., Holder, L.: Managing adaptive versatile environments. Pervasive and Mobile Computing 1(4), 373–403 (2005)
Valiente-Rocha, P., Lozano-Tello, A.: Control model of domotic systems based on ontologies. In: 2nd Int. Conference on Agents and Artificial Intelligence, Valencia, Spain, January 22-24, pp. 470–473 (2010)
Valiente-Rocha, P., Lozano-Tello, A.: Ontology-based expert system for home automation controlling. It will be presented at The 23rd International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems, Córdoba, Spain (June 2010)
Dey, A., Hamid, R., Beckmann, C., et al.: A CAPpella: programming by demonstration of context-aware applications. In: Conference on Human Factors in Computing Systems, Vienna, Austria, April 24-29, pp. 33–40 (2004)
Friedman-Hill, E.: Jess In Action. Manning Press, Greenwhich (2003)
Agrawal, R., Srikant, R.: Mining Secuential Patterns. In: ICDE 1995, pp. 3–14 (1995)
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Valiente-Rocha, P.A., Lozano-Tello, A. (2010). Ontology and SWRL-Based Learning Model for Home Automation Controlling. In: Augusto, J.C., Corchado, J.M., Novais, P., Analide, C. (eds) Ambient Intelligence and Future Trends-International Symposium on Ambient Intelligence (ISAmI 2010). Advances in Soft Computing, vol 72. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13268-1_10
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DOI: https://doi.org/10.1007/978-3-642-13268-1_10
Publisher Name: Springer, Berlin, Heidelberg
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