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Pervasive Personalisation of Location Information: Personalised Context Ontology

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Part of the book series: Lecture Notes in Computer Science ((LNISA,volume 5149))

Abstract

There is considerable value in personalising information about people’s location. Personalised Context Ontology (PECO) is an ontology for a building, and with PECO, we can provide personalised descriptions of the relevant people. For pragmatic reasons, it is important that PECO is created semi-automatically, making flexible use of a range of sources. For reasons of user control, it is important that PECO can be used to explain the personalisation. This paper describes PECO and how it is created for reasoning about a building. We also describe its use in an application called Locator, which presents information about the people in a building. PECO enables Locator to provide personalised information in two ways: it shows people of relevance and it makes use of personalised location labels. At the same time, PECO enables the user to scrutinise the reasoning about the personalisation. We report a study with eight users in which we compare a personalised and a non-adaptive versions of Locator. This indicates that people preferred the personalised version even though they could complete the designed tasks with both systems.

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References

  1. Strang, T., Linnhoff-Popien, C., Frank, K.: Applications of a context ontology language. In: Begusic, D., Rozic, N. (eds.) Int. Conf. on Software, Telecommunications and Computer Networks, pp. 14–18 (2003)

    Google Scholar 

  2. Ranganathan, A., McGrath, R.E., Campbell, R.H., Mickunas, M.D.: Use of ontologies in a pervasive computing environment. Knowl. Eng. Rev. 18, 209–220 (2003)

    Article  Google Scholar 

  3. Wang, X., Dong, J.S., Chin, C., Hettiarachchi, S., Zhang, D.: Semantic Space: An infrastructure for smart spaces. IEEE Pervasive Computing 3, 32–39 (2004)

    Article  Google Scholar 

  4. Chen, H., Finin, T., Joshi, A.: An ontology for context-aware pervasive computing environments. Knowl. Eng. Rev. 18, 197–207 (2004)

    Article  Google Scholar 

  5. Wishart, R., Henricksen, K., Indulska, J.: Context obfuscation for privacy via ontological descriptions. In: Location- and Context-Awareness, pp. 276–288 (2005)

    Google Scholar 

  6. Dieng, R., Hug, S.: Comparison of personal ontologies represented through conceptual graphs. In: Prade, H. (ed.) 13th European Conf. on Artificial Intelligence, pp. 341–345 (1998)

    Google Scholar 

  7. Huhns, M.N., Stephens, L.M.: Personal ontologies. IEEE Internet Computing 3, 85–87 (1999)

    Article  Google Scholar 

  8. Gauch, S., Chaffee, J., Pretschner, A.: Ontology-based personalized search and browsing. Web Intelligence and Agent System 1, 219–234 (2003)

    Google Scholar 

  9. Noh, S., Seo, H., Choi, J., Choi, K., Jung, G.: Classifying web pages using adaptive ontology. In: IEEE Conf. on Systems, Man and Cybernetics, pp. 2144–2149 (2003)

    Google Scholar 

  10. Cimolino, L., Kay, J., Miller, A.: Concept mapping for eliciting verified personal ontologies. Int. Journal of Continuing Engineering Education and Life-Long Learning 14, 212–228 (2004)

    Article  Google Scholar 

  11. Golemati, M., Katifori, A., Vassilakis, C., Lepouras, G., Halatsis, C.: Creating an ontology for the user profile: Method and applications. In: Rolland, C., Pastor, O., Cavarero, J.L. (eds.) RCIS: 1st Int. Conf. on Research Challenges in Information Science, pp. 407–412 (2007)

    Google Scholar 

  12. Katifori, A., Vassilakis, C., Daradimos, I., Lepouras, G., Ioannidis, Y., Dix, A., Poggi, A., Catarci, T.: Personal ontology creation and visualization for a personal interaction management system. In: Personal Information Management (2008)

    Google Scholar 

  13. Kay, J., Niu, W., Carmichael, D.J.: ONCOR: Ontology- and evidence-based context reasoner. In: 12th Int. Conf. on Intelligent User Interfaces, pp. 290–293 (2007)

    Google Scholar 

  14. Lenat, D.B.: CYC: A large-scale investment in knowledge infrastructure. Communications of the ACM 38, 33–38 (1995)

    Article  Google Scholar 

  15. Chen, H., Perich, F., Finin, T., Joshi, A.: SOUPA: Standard ontology for ubiquitous and pervasive applications. In: Int. Conf. on Mobile and Ubiquitous Systems: Networking and Services, pp. 258–267 (2004)

    Google Scholar 

  16. Niu, W., Kay, J.: Location conflict resolution with an ontology. In: Int. Conf. on Pervasive Computing (to appear, 2008)

    Google Scholar 

  17. Carmichael, D.J., Kay, J., Kummerfeld, B.: Consistent modelling of users, devices and sensors in a ubiquitous computing environment. User Modeling and User-Adapted Interaction 15, 197–234 (2005)

    Article  Google Scholar 

  18. Brank, J., Grobelnik, M., Mladenić, D.: A survey of ontology evaluation techniques. In: Conf. on Data Mining and Data Warehouses (2005)

    Google Scholar 

  19. Assad, M., Carmichael, D.J., Niu, W., Kay, J., Kummerfeld, B.: Location in the workplace: How is it used? In: Workshop on Ubicomp in the Office (2007)

    Google Scholar 

  20. Assad, M., Carmichael, D., Kay, J., Kummerfeld, B.: PersonisAD: Distributed, active, scrutable model framework for context-aware services. In: Int. Conf. on Pervasive Computing, pp. 55–72 (2007)

    Google Scholar 

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Wolfgang Nejdl Judy Kay Pearl Pu Eelco Herder

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© 2008 Springer-Verlag Berlin Heidelberg

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Niu, W.T., Kay, J. (2008). Pervasive Personalisation of Location Information: Personalised Context Ontology. In: Nejdl, W., Kay, J., Pu, P., Herder, E. (eds) Adaptive Hypermedia and Adaptive Web-Based Systems. AH 2008. Lecture Notes in Computer Science, vol 5149. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-70987-9_17

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  • DOI: https://doi.org/10.1007/978-3-540-70987-9_17

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-70984-8

  • Online ISBN: 978-3-540-70987-9

  • eBook Packages: Computer ScienceComputer Science (R0)

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