Citation-based methods for personalized search in digital libraries

Authors:
Thanh-Trung Van;Michel Beigbeder
Affiliations:
Centre G2I, Département RIM, Ecole Nationale Supérieure des Mines de Saint Etienne, Saint Etienne, France;Centre G2I, Département RIM, Ecole Nationale Supérieure des Mines de Saint Etienne, Saint Etienne, France
Venue:
WISE'07 Proceedings of the 2007 international conference on Web information systems engineering
Year:
2007

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Abstract

In this paper we present our work about personalized search in digital libraries. Unlike other researches which use content-based methods, we focus on citation-based methods for this purpose. We propose a practical approach to estimate the co-citation relatedness between scientific papers using the Google search engine. We conducted some experiments to evaluate performance of different citation-based methods. The experimental results show that our approach is promising and applicable for personalized search in digital libraries.