Title
A Comparison of Re-ranking Methods in Digital Libraries Using User Profiles
Abstract
In this paper we present a comparative study of re-ranking methods using user profiles in digital libraries which contain scientific articles. While most of present personalized search systems only use content-based methodsto re-rank search results, in our work we use many different content-based and citation-based methods for this purpose. We also study many functions to combine scores computed by these methods. We conducted experiments on the test collection used in the INEX 2005 campaign to evaluate our strategies and received interesting results.
Year
DOI
Venue
2008
10.1109/WIIAT.2008.206
Web Intelligence
Keywords
Field
DocType
content-based retrieval,digital libraries,INEX 2005 campaign,citation-based methods,content-based methods,digital libraries,reranking methods,user profiles,Digital Libraries,Personalized Search,Re-ranking,User Profiles
World Wide Web,Search engine,Personalized search,Information retrieval,Ranking,Computer science,Citation,Content based retrieval,Digital library
Conference
Volume
Citations 
PageRank 
1
1
0.34
References 
Authors
9
2
Name
Order
Citations
PageRank
Thanh-Trung Van182.55
Michel Beigbeder27223.49