Abstract
Inconsistent contexts are death-wounds which usually result in context-aware applications’ incongruous behaviors and users’ perplexed feelings, therefore the benefits of context-aware computing will become less believed. This problem occurs in most sensor based applications due to the intrinsic drawbacks of fallible physical sensors which can only detect some evidence of real world’s situations rather than global views of them. In this paper, we extend ontology based context modeling approach with some descriptive information added to contexts, modify reasoners to support time information, bring in a context lifecycle management strategy, establish a context exploitation mechanism, and propose an inconsistency resolution algorithm, fostering timely, exact and conflict-free contexts. Besides, evaluations and a case study are carried out to attest our design principles.
This work is funded by NSFC (60233010, 60273034, 60403014), 973 Program of China (2002CB312002), 863 Program of China (2005AA113160) and NSF of Jiangsu Province (BK2002203, BK2002409).
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Coutaz, J., Crowley, J.L., Dobson, S., Garlan, D.: Context is key. Communications of ACM 48(3), 49–53 (2005)
Chen, H., Finin, T.W., Joshi, A., Kagal, L., Perich, F., Chakraborty, D.: Intelligent agents meet the semantic web in smart spaces. IEEE Internet Computing 8(6), 69–79 (2004)
Xiaohang, W., Jin Song, D., ChungYau, C., Hettiarachchi, S., Daqing, Z.: Semantic space: An infrastructure for smart spaces. IEEE Pervasive Computing 3, 32–39 (2004)
Gu, T., Pung, H.K., Da Qing, Z.: Towards an osgi-based infrastructure for context-aware applications in smart homes. IEEE Pervasive Computing (December 2004)
Yingyi, B., Jun, L., Shaxun, C., XianPing, T., Jian, L.: An enhanced ontology based context model and fusion mechanism. In: Yang, L.T., Amamiya, M., Liu, Z., Guo, M., Rammig, F.J. (eds.) EUC 2005. LNCS, vol. 3824, pp. 920–929. Springer, Heidelberg (2005)
Jun, L., Yingyi, B., Shaxun, C., Xianping, T., Jian, L.: Followme: On research of pluggable infrastructure for context-awareness. In: Proceedings of the 20th International Conference on Advanced Information Networking and Applications (AINA 2006), vol. 1, pp. 199–204. IEEE Computer Society, Los Alamitos (2006)
Want, R., Hopper, A., Falcao, V., Gibbons, J.: The active badge location system. ACM Transactions on Information Systems 10(1), 91–102 (1992)
Salber, D., Dey, A.K., Abowd, G.D.: The context toolkit: Aiding the development of context-enabled applications. In: Proceeding of the CHI 1999 Conference on Human Factors in Computing Systems: The CHI is the Limit (CHI 1999), Pittsburgh, PA, USA, pp. 434–441. ACM, New York (1999)
Hong, J.I., Landa, J.A.: An infrastructure approach to context-aware computing. Human-Computer Interaction (HCI) Journal 16 (2001)
Guanlin, C.: Solar: Building a context fusion network for pervasive computing. Ph.D. Thesis. Dartmouth College (August 2004)
Chen, H., Finin, T.W., Joshi, A.: Semantic web in the context broker architecture. In: Proceedings of the Second IEEE International Conference on Pervasive Computing and Communications (PerCom 2004), Orlando, FL, USA, March 14-17, pp. 277–286 (2004)
Kindberg, T., Barton, J.J.: A web-based nomadic computing system. Computer Networks 35(4), 443–456 (2001)
Biegel, G., Cahill, V.: A framework for developing mobile, context-aware applications. In: Proceedings of the Second IEEE International Conference on Pervasive Computing and Communications (PerCom 2004), Orlando, FL, USA, March 14-17, pp. 361–365. IEEE Computer Society, Los Alamitos (2004)
Fahy, P., Clarke, S.: Cass: Middleware for mobile context-aware applications. In: ACM MobiSys Workshop on Context Awareness, Boston, USA (2004)
Harvel, L. D., Liu, L., Abowd, G.D., Lim, Y.-X., Scheibe, C., Chatham, C.: Context cube: Flexible and effective manipulation of sensed context data. In: Ferscha, A., Mattern, F. (eds.) PERVASIVE 2004. LNCS, vol. 3001, pp. 51–68. Springer, Heidelberg (2004)
Xiaodong, J., Chen, N.Y., Hong, J.I., Wang, K., Takayama, L., Landay, J.A.: Siren: Context-aware computing for firefighting. In: Ferscha, A., Mattern, F. (eds.) PERVASIVE 2004. LNCS, vol. 3001, pp. 87–105. Springer, Heidelberg (2004)
Siu, P.P.L., Moti Belaramani, N., Wang, C.-L., Lau, F.C.M.: Context-aware state management for ubiquitous applications. In: Yang, L.T., Guo, M., Gao, G.R., Jha, N.K. (eds.) EUC 2004. LNCS, vol. 3207, pp. 776–785. Springer, Heidelberg (2004)
Strang, T., Linnhoff-Popien, C.: A context modeling survey. In: Workshop on Advanced Context Modelling, Reasoning and Management as part of UbiComp 2004 - The Sixth International Conference on Ubiquitous Computing (September 2004)
Kalyan, A., Gopalan, S., Sridhar, V.: Hybrid context model based on multilevel situation theory and ontology for contact centers. In: Proceedings of the 3rd IEEE Conference on Pervasive Computing and Communications Workshops (PerCom 2005 Workshops), Kauai Island, HI, USA, March 8-12, pp. 3–7. IEEE Computer Society, Los Alamitos (2005)
Strimpakou, M., Roussaki, I., Pils, C., Angermann, M., Robertson, P., Anagnostou, M.E.: Context modelling and management in ambient-aware pervasive environments. In: Strang, T., Linnhoff-Popien, C. (eds.) LoCA 2005. LNCS, vol. 3479, pp. 2–15. Springer, Heidelberg (2005)
Dey, A.K., Mankoff, J.: Designing mediation for context-aware applications. ACM Transactions on Computer-Human Interaction (TOCHI) 12(1), 53–80 (2005)
Chang, X., Cheung, S.C.: Inconsistency detection and resolution for context-aware middleware support. In: Proceedings of the Joint 10th European Software Engineering Conference and 13th ACM SIGSOFT Symposium on the Foundations of Software Engineering (ESEC/FSE 2005), Lisbon, Portugal, September 5-9, pp. 336–345 (2005)
Chang, X., Cheung, S.-C., Chan, W.K.: Incremental consistency checking for pervasive context. In: Proceedings of the 28th International Conference on Software Engineering (ICSE 2006), Shanghai, China, May 20-28, pp. 292–301 (2006)
Myllymaki, J., Edlund, S.: Location aggregation from multiple sources. In: Proceedings of the Third International Conference on Mobile Data Management (MDM 2002), Singapore, January 8-11, pp. 131–138. IEEE Computer Society, Los Alamitos (2002)
Gadia, Nair, S.S.: Temporal databases: A prelude to parametric data. In: Temporal databases, pp. 28–66 (1993)
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Bu, Y., Chen, S., Li, J., Tao, X., Lu, J. (2006). Context Consistency Management Using Ontology Based Model. In: Grust, T., et al. Current Trends in Database Technology – EDBT 2006. EDBT 2006. Lecture Notes in Computer Science, vol 4254. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11896548_56
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DOI: https://doi.org/10.1007/11896548_56
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