Abstract
Both of mobile multimedia and mobile Internet are the important development directions of the mobile service. However, it would take great cost by using the high data transmission rate of wireless multimedia communication service. Under the premise of not increasing the investment in hardware, the personalized service could be applied to the mobile service to not only reducing wireless multimedia communication cost but also keeping the quality of mobile service for users. This paper presents a modeling method of mobile phone user profile based on Ontology. This paper founds a model in a method of spatial graph and introduces the theory of interval valued fuzzy sets, brings forward a series of correlative definitions and formulae of founding the model and designs an Algorithm on the Spatial Graph’s Establishment and Updating. Then, it also studies the reasoning technology based on the mobile phone user profile and presents a Reasoning Algorithm on the Mobile Phone User Profile. It should be considered that we have made a useful attempt on the study of founding user profile and forecasting users’ possible requirements.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Cufoglu, A., Lohi, M., Madani, K.: A Comparative Study of Selected Classification Accuracy in User Profiling. In: Seventh International Conference on Machine Learning and Applications, San Diego, CA, pp. 787–791 (2008)
Erbas, F., Kyamakya, K., Steuer, J., Jobmann, K.: On the User Profiles and the Prediction of User Movements in Wireless Networks. In: The 13th IEEE International Symposium on Personal, Indoor and Mobile Radio Communications, pp. 2282–2286 (2002)
Araniti, G., De Meo, P., Iera, A., Ursino, D.: Adaptively Controlling the QoS of Multimedia Wireless Applications Through “User Profiling” Techniques. IEEE Journal on Selected Areas in Communications 21, 1546–1556 (2003)
Pandey, V., Ghosal, D., Mukherjee, B.: Exploiting User Profiles to Support Differentiated Services in Next-Generation Wireless Networks. IEEE Network, 40–48 (2004)
Panagiotakis, S., Koutsopoulou, M., Alonistioti, A., Thomopoulos, S.: Context Sensitive User Profiling for Customised Service Provision in Mobile Environments. In: IEEE 16th International Symposium on Personal, Indoor and Mobile Radio Communications, pp. 2014–2018 (2005)
Bartolomeo, G., Berger, F., Eikerling, H.J., Martire, F., Salsano, S.: Handling User Profiles for the Secure and Convenient Configuration and Management of Mobile Terminals and Services. In: Proceedings of the 16th International Workshop on Database and Expert Systems Applications, pp. 272–277 (2006)
Bila, N., Cao, J., Dinoff, R., Ho, T.K., Hull, R., Kumar, B., Santos, P.: Mobile User Profile Acquisition through Network Observables and Explicit User Queries. In: The Ninth International Conference on Mobile Data Management, Beijing, China, pp. 98–107 (2008)
Huang, H., Wang, Y.: Modeling of User Preference Based on Agent. Journal of Harbin Institute of Technology 39, 1163–1165 (2007)
Zhang, L., Pan, G., Li, S., Wu, Z.: SmartShadow: A New Model of Pervasive Computing. In: The 4th Joint Conference on Harmonious Human Machine Environment, Wuhan, China, pp. 175–182 (2008)
Chen, J., Liu, W.: A Modeling Method of User Profile Based on Ontology. Journal of Computer Research and Development 44, 1151–1159 (2007)
Yu, Q., Liu, D., Ouyang, J.: Topological Relations Model of Fuzzy Regions Based on Interval Valued Fuzzy Sets. Acta Electronica Sinica 33, 187–189 (2005)
Zhou, P.: Design and Analysis of Computer Algorithm. Machine Industry Publishing Company, Beijing (1985)
Du, Y.: Study and Implementation on Intelligent Action of Search Engine. Southwest Jiaotong University, Chengdu (2005)
Qiu, X.: Studies on Intelligent Office Information System. Southwest Jiaotong University, Chengdu (2003)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Liu, W., Li, Z. (2010). A Method for Mobile User Profile and Reasoning. In: Zhang, BT., Orgun, M.A. (eds) PRICAI 2010: Trends in Artificial Intelligence. PRICAI 2010. Lecture Notes in Computer Science(), vol 6230. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-15246-7_18
Download citation
DOI: https://doi.org/10.1007/978-3-642-15246-7_18
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-15245-0
Online ISBN: 978-3-642-15246-7
eBook Packages: Computer ScienceComputer Science (R0)