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Modelling and Reasoning About Context-Aware Agents over Heterogeneous Knowledge Sources

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Context-Aware Systems and Applications (ICCASA 2016)

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Abstract

This paper presents a conceptual framework and multi-agent model for context-aware decision support in dynamic smart environments based on heterogeneous knowledge sources. The framework relies on distributed ontologies and allows us to model context-aware agents which reason using rules that are derived from ontologies using the notion of multi-context systems. The use of the proposed framework is illustrated using a simple system developed from ontologies considering three different smart environment domains.

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References

  1. Benslimane, D., Arara, A., Falquet, G., Maamar, Z., Thiran, P., Gargouri, F.: Contextual ontologies. In: Yakhno, T., Neuhold, E.J. (eds.) ADVIS 2006. LNCS, vol. 4243, pp. 168–176. Springer, Heidelberg (2006). doi:10.1007/11890393_18

    Chapter  Google Scholar 

  2. Bikakis, A., Antoniou, G., Hasapis, P.: Strategies for contextual reasoning with conflicts in ambient intelligence. Knowl. Inf. Syst. 27(1), 45–84 (2011)

    Article  Google Scholar 

  3. Borgida, A., Serafini, L.: Distributed description logics: directed domain correspondences in federated information sources. In: Meersman, R., Tari, Z. (eds.) OTM 2002. LNCS, vol. 2519, pp. 36–53. Springer, Heidelberg (2002). doi:10.1007/3-540-36124-3_3

    Chapter  Google Scholar 

  4. Brewka, G., Eiter, T.: Equilibria in heterogeneous nonmonotonic multi-context systems. In: Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, pp. 385–390. AAAI Press (2007)

    Google Scholar 

  5. Brewka, G., Roelofsen, F., Serafini, L.: Contextual default reasoning. In: Proceedings of the 20th International Joint Conference on Artifical Intelligence, pp. 268–273 (2007)

    Google Scholar 

  6. Dey, A.K.: Understanding and using context. Pers. Ubiquit. Comput. 5(1), 4–7 (2001). doi:10.1007/s007790170019

    Article  Google Scholar 

  7. Eiter, T., Fink, M., Schüller, P., Weinzierl, A.: Finding explanations of inconsistency in multi-context systems. Artif. Intell. 216, 233–274 (2014)

    Article  MathSciNet  MATH  Google Scholar 

  8. Esposito, A., Tarricone, L., Zappatore, M., Catarinucci, L., Colella, R.: A framework for context-aware home-health monitoring. IJAACS 3(1), 75–91 (2010)

    Article  Google Scholar 

  9. Grau, B.C., Parsia, B., Sirin, E.: Working with multiple ontologies on the semantic web. In: McIlraith, S.A., Plexousakis, D., Harmelen, F. (eds.) ISWC 2004. LNCS, vol. 3298, pp. 620–634. Springer, Heidelberg (2004). doi:10.1007/978-3-540-30475-3_43

    Chapter  Google Scholar 

  10. Horridge, M., Bechhofer, S.: The OWL API: a Java API for OWL ontologies. Semant. Web 2(1), 11–21 (2011)

    Google Scholar 

  11. Lieberman, H., Selker, T.: Out of context: computer systems that adapt to, and learn from, context. IBM Syst. J. 39(3–4), 617–632 (2000)

    Article  Google Scholar 

  12. Protégé: The Protégé ontology editor and knowledge-base framework (Version 4.1), July 2011. http://protege.stanford.edu/

  13. Rakib, A., Haque, H.M.U.: A logic for context-aware non-monotonic reasoning agents. In: Gelbukh, A., Espinoza, F.C., Galicia-Haro, S.N. (eds.) MICAI 2014. LNCS (LNAI), vol. 8856, pp. 453–471. Springer, Cham (2014). doi:10.1007/978-3-319-13647-9_41

    Google Scholar 

  14. Rakib, A., Ul Haque, H.M., Faruqui, R.U.: A temporal description logic for resource-bounded rule-based context-aware agents. In: Vinh, P.C., Alagar, V., Vassev, E., Khare, A. (eds.) ICCASA 2013. LNICSSITE, vol. 128, pp. 3–14. Springer, Cham (2014). doi:10.1007/978-3-319-05939-6_1

    Chapter  Google Scholar 

  15. Serafini, L., Tamilin, A.: DRAGO: distributed reasoning architecture for the semantic web. In: Gómez-Pérez, A., Euzenat, J. (eds.) ESWC 2005. LNCS, vol. 3532, pp. 361–376. Springer, Heidelberg (2005). doi:10.1007/11431053_25

    Chapter  Google Scholar 

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Authors and Affiliations

  1. School of Computer Science, The University of Nottingham, Malaysia Campus, Semenyih, Malaysia

    Hafiz Mahfooz Ul Haque, Abdur Rakib & Ijaz Uddin

Authors
  1. Hafiz Mahfooz Ul Haque
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  2. Abdur Rakib
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  3. Ijaz Uddin
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Corresponding author

Correspondence to Abdur Rakib .

Editor information

Editors and Affiliations

  1. Nguyen Tat Thanh University, Ho Chi Minh City, Vietnam

    Phan Cong Vinh

  2. Thu Dau Mot University, Thu Dau Mot City, Vietnam

    Le Tuan Anh

  3. Nguyen Tat Thanh University, Ho Chi Minh City, Vietnam

    Nguyen Thi Thuy Loan

  4. University of the Thai Chamber of Commerce, Bangkok, Thailand

    Waralak Vongdoiwang Siricharoen

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© 2017 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

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Mahfooz Ul Haque, H., Rakib, A., Uddin, I. (2017). Modelling and Reasoning About Context-Aware Agents over Heterogeneous Knowledge Sources. In: Cong Vinh, P., Tuan Anh, L., Loan, N., Vongdoiwang Siricharoen, W. (eds) Context-Aware Systems and Applications. ICCASA 2016. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 193. Springer, Cham. https://doi.org/10.1007/978-3-319-56357-2_1

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  • DOI: https://doi.org/10.1007/978-3-319-56357-2_1

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-56356-5

  • Online ISBN: 978-3-319-56357-2

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