Abstract
In this paper we present our work about personalized search in digital libraries. The search results could be reranked while taking into account specific information needs of different people. We study many methods for this purpose: citation-based method, content-based method and hybrid method. We conducted experiments to compare performances of these methods. Experimental results show that our approaches are promising and applicable in digital libraries.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
Amato, G., Straccia, U.: User profile modeling and applications to digital libraries. In: Abiteboul, S., Vercoustre, A.-M. (eds.) ECDL 1999. LNCS, vol. 1696, pp. 184–197. Springer, Heidelberg (1999)
Rohini, U., Ambati, V.: A collaborative filtering based re-ranking strategy for search in digital libraries. In: Fox, E.A., Neuhold, E.J., Premsmit, P., Wuwongse, V. (eds.) ICADL 2005. LNCS, vol. 3815, pp. 194–203. Springer, Heidelberg (2005)
Bollacker, K., Lawrence, S., Giles, C.L.: A system for automatic personalized tracking of scientific literature on the web. In: Digital Libraries 1999, pp. 105–113. ACM Press, New York (1999)
Small, H.G.: Co-citation in the scientific literature: A new measure of the relationship between two documents. Journal of American Society for Information Science 24(4), 265–269 (1973)
Huang, S., Xue, G.R., Zhang, B.Y., Chen, Z., Yu, Y., Ma, W.Y.: Tssp: A reinforcement algorithm to find related papers. In: WI 2004, Washington, DC, USA, pp. 117–123. IEEE Computer Society, Los Alamitos (2004)
Couto, T., Cristo, M., Goncalves, M.A., Calado, P., Ziviani, N., de Moura, E.S., Ribeiro-Neto, B.A.: A comparative study of citations and links in document classification. In: JCDL 2006 (2006)
Kohavi, R.: A study of cross-validation and bootstrap for accuracy estimation and model selection. In: IJCAI, pp. 1137–1145 (1995)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2008 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Van, TT., Beigbeder, M. (2008). Hybrid Method for Personalized Search in Digital Libraries. In: Macdonald, C., Ounis, I., Plachouras, V., Ruthven, I., White, R.W. (eds) Advances in Information Retrieval. ECIR 2008. Lecture Notes in Computer Science, vol 4956. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-78646-7_72
Download citation
DOI: https://doi.org/10.1007/978-3-540-78646-7_72
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-78645-0
Online ISBN: 978-3-540-78646-7
eBook Packages: Computer ScienceComputer Science (R0)