Abstract
A number of studies have been conducted on discovering useful information from social networks among people. Particularly, on ubiquitous environment, the social network between people, regarded as the channel for exchanging and propagating their contexts, plays a crucial role on being aware of the user contexts. To efficiently discover the contexts of a certain users, the contexts of his neighbors on the social network can be fused to provide mobile recommendation services to mobile subscribers. In this chapter, we focus on a social network-based service provision on the ubiquitous environment, and introduce two case studies. Firstly, mobile services have been provided by discovering social networks. Telecommunication data collected from mobile subscribers has been statistically analyzed. Secondly, all possible on- and off-line social networks were mobilized to build an ego-centric social network, since the social network of a user has been fragmented into more than one. We have collected the social network dataset from online (e.g., Facebook, Twitter, CyWorld, and co-authoring patterns in major Korean journals) and offline (e.g., co-participation patterns in a number of Korean domestic conferences). Once the ego-centric social networks have been configured, mobile services were provided to the conference participants by sending text messages about time schedule of relevant presentations. In conclusion, the social network among mobile users can play an important role in determining whether the ubiquitous services is contextually relevant or not.
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References
Sekkas, O., Anagnostopoulos, C.B., Hadjiefthymiades, S.: Context fusion through imprecise reasoning. In: Proceedings of the 2007 IEEE International Conference on Pervasive Services (ICPS), pp. 88–91. IEEE Computer Society, Los Alamitos (2007)
Cabri, G., Leonardi, L., Mamei, M., Zambonelli, F.: Location-dependent services for mobile users. IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans 33(6), 667–681 (2003)
Korpipaa, P., Mantyjarvi, J., Kela, J., Keranen, H., Malm, E.-J.: Managing context information in mobile devices. IEEE Pervasive Computing 2(3), 42–51 (2003)
Herrera, F., Martínez, L.: A model based on linguistic 2-tuples for dealing with multigranular hierarchical linguistic contexts in multi-expert decision-making. IEEE Transactions on Systems, Man, and Cybernetics - Part B: Cybernetics 31(2), 227–234 (2001)
Melgani, F., Serpico, S.B., Vernazza, G.: Fusion of multitemporal contextual information by neural networks for multisensor image classification. In: Proceedings of the 2001 IEEE International Geoscience and Remote Sensing Symposium (IGARSS 2001), pp. 2952–2954. IEEE Computer Society, Los Alamitos (2001)
Pant, G., Srinivasan, P.: Link contexts in classifier-guided topical crawlers. IEEE Transactions on Knowledge and Data Engineering 18(1), 107–122 (2006)
Jung, J.J.: Ontological framework based on contextual mediation for collaborative information retrieval. Information Retrieval 10(1), 85–109 (2007)
Jung, J.J., Lee, H., Choi, K.S.: Contextualized recommendation based on reality mining from mobile subscribers. Cybernetics and Systems 40(2), 160–175 (2009)
Irving, R.H., Conrath, D.W.: The social context of multiperson, multiattribute decisionmaking. IEEE Transactions on Systems, Man and Cybernetics 18(3), 348–357 (1988)
Cross, R., Rice, R.E., Parker, A.: Information seeking in social context: Structural influences and receipt of information benefits. IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews 31(4), 438–448 (2001)
Eagle, N., Pentland, A.: Reality mining: sensing complex social systems. Personal and Ubiquitous Computing 10(4), 255–268 (2006)
Erétéo, G., Buffa, M., Gandon, F., Corby, O.: Analysis of a real online social network using semantic web frameworks. In: Bernstein, A., et al. (eds.) ISWC 2009. LNCS, vol. 5823, pp. 180–195. Springer, Heidelberg (2009)
Alani, H., Szomszor, M., Cattuto, C., van den Broeck, W., Correndo, G., Barrat, A.: Live social semantics. In: Bernstein, A., Karger, D.R., Heath, T., Feigenbaum, L., Maynard, D., Motta, E., Thirunarayan, K. (eds.) ISWC 2009. LNCS, vol. 5823, pp. 698–714. Springer, Heidelberg (2009)
Euzenat, J., Shvaiko, P.: Ontology matching. Springer, Heidelberg (2007)
Dey, A.K.: Understanding and using context. Personal and Ubiquitous Computing 5(1), 4–7 (2001)
Jung, J.J.: Contextualized mobile recommendation service based on interactive social network discovered from mobile users. Expert Systems with Applications 36, 11950–11956 (2009)
David, J., Euzenat, J.: Comparison between ontology distances (preliminary results). In: Sheth, A., et al. (eds.) ISWC 2008. LNCS, vol. 5318, pp. 245–260. Springer, Heidelberg (2008)
Hofreiter, B., Huemer, C., Winiwarter, W.: Business collaboration models and their business context-dependent web choreography in BPSS. International Journal of Web Information Systems 1(1), 33–42 (2005)
Bessai, K., Claudepierre, B., Saidani, O., Nurcan, S.: Context-aware business process evaluation and redesign. In: Nurcan, S., Schmidt, R., Soffer, P. (eds.) Proceedings of the 9th Workshop on Business Process Modeling, Development and Support in conjunction with the CAiSE 2008 conference, Montpellier, France, June 16-17 (2008)
Euzenat, J.: An API for ontology alignment. In: McIlraith, S.A., et al. (eds.) ISWC 2004. LNCS, vol. 3298, pp. 698–712. Springer, Heidelberg (2004)
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Jung, J.J. (2010). Intelligent Ubiquitous Services Based on Social Networks. In: Velásquez, J.D., Jain, L.C. (eds) Advanced Techniques in Web Intelligence - I. Studies in Computational Intelligence, vol 311. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-14461-5_10
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DOI: https://doi.org/10.1007/978-3-642-14461-5_10
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