Abstract
We propose a personalized digital E-library system using a collaborative filtering technique, which provides a personalized search list according to users’ preference. The proposed system analyzes the registered users’ actions such as “clicking” and “borrowing” items. According to the different actions, we provide a weight for calculating the users’ preference of each item. However, the list is uniformly provided to the individual users when they search with same keywords. In order to avoid the problem, we customize the order of items in the list according to whether there is any mismatching of profiles among registered users and target users or not.
This research was supported by the Ministry of Information and Communication, Korea, under the College Information Technology Research Center Support Program, grant number IITA-2005-C1090-0502-0016.
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Bollacker, K.D., Lawrence, S., Giles, C.L.: A System for Automatic Personalized Tracking of Scientific Literature on the Web. In: Proc. ACM Conference on Digital Libraries, pp. 105–113 (1999)
Lee, W.P., Yang, T.H.: Personalizing Information Appliances: A Multi-agent Framework for TV Program Recommendations. Expert Systems with Applications 25(3), 331–341 (2003)
Kamba, T., Bharat, K., Albers, M.C.: An Interactive Personalized Newspaper on the Web. In: Proc. International World Wide Web Conference, pp. 159–170 (1995)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2006 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Park, W., Kim, W., Kang, S., Lee, H., Kim, YK. (2006). Personalized Digital E-library Service Using Users’ Profile Information. In: Gonzalo, J., Thanos, C., Verdejo, M.F., Carrasco, R.C. (eds) Research and Advanced Technology for Digital Libraries. ECDL 2006. Lecture Notes in Computer Science, vol 4172. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11863878_60
Download citation
DOI: https://doi.org/10.1007/11863878_60
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-44636-1
Online ISBN: 978-3-540-44638-5
eBook Packages: Computer ScienceComputer Science (R0)