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Author Gori, M. ♦ Pucci, A.
Sponsorship IEEE Comput. Soc. ♦ WIC ♦ ACM
Source IEEE Xplore Digital Library
Content type Text
Publisher Institute of Electrical and Electronics Engineers, Inc. (IEEE)
File Format PDF
Copyright Year ©2006
Language English
Subject Domain (in DDC) Computer science, information & general works ♦ Special computer methods
Subject Keyword Performance evaluation ♦ Software libraries ♦ Filters ♦ Filtering ♦ Economic indicators ♦ Writing ♦ Data mining ♦ Recommender systems ♦ Portals ♦ Testing
Abstract Every day researchers from all over the world have to filter the huge mass of existing research papers with the crucial aim of finding out useful publications related to their current work. In this paper we propose a research paper recommending algorithm based on the citation graph and random-walker properties. The PaperRank algorithm is able to assign a preference score to a set of documents contained in a digital library and linked one each other by bibliographic references. A data set of papers extracted by ACM portal has been used for testing and very promising performances have been measured
Description Author affiliation: Dipt. di Ingegneria dell' Informazione, Siena Univ. (Gori, M.; Pucci, A.)
ISBN 0769527477
Educational Role Student ♦ Teacher
Age Range above 22 year
Educational Use Research ♦ Reading
Education Level UG and PG
Learning Resource Type Article
Publisher Date 2006-12-18
Publisher Place China
Rights Holder Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Size (in Bytes) 229.74 kB
Page Count 4
Starting Page 778
Ending Page 781

Source: IEEE Xplore Digital Library