TY - GEN
T1 - Related paper recommendation to support online-browsing of research papers
AU - Ohta, Manabu
AU - Hachiki, Toshihiro
AU - Takasu, Atsuhiro
N1 - Copyright:
Copyright 2011 Elsevier B.V., All rights reserved.
PY - 2011
Y1 - 2011
N2 - An online-browsing support system for research papers has been developed that extracts technical terms from a paper and presents links to useful pages such as those explaining the terms. A method to further use the extracted technical terms is proposed to recommend papers to a user that are related to the paper he or she is browsing. Specifically, the proposed method generates a bipartite graph consisting of papers retrieved by the extracted technical terms, which are called related papers, and technical terms appearing in these related papers. It then ranks the related papers using the HITS algorithm for analyzing the bipartite graph and recommends top-ranked papers to the user. The proposed method was compared with other recommendation methods in terms of effectiveness in an experiment.
AB - An online-browsing support system for research papers has been developed that extracts technical terms from a paper and presents links to useful pages such as those explaining the terms. A method to further use the extracted technical terms is proposed to recommend papers to a user that are related to the paper he or she is browsing. Specifically, the proposed method generates a bipartite graph consisting of papers retrieved by the extracted technical terms, which are called related papers, and technical terms appearing in these related papers. It then ranks the related papers using the HITS algorithm for analyzing the bipartite graph and recommends top-ranked papers to the user. The proposed method was compared with other recommendation methods in terms of effectiveness in an experiment.
KW - HITS
KW - browsing support
KW - research paper recommendation
KW - technical term extraction
UR - http://www.scopus.com/inward/record.url?scp=80054946579&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=80054946579&partnerID=8YFLogxK
U2 - 10.1109/ICADIWT.2011.6041413
DO - 10.1109/ICADIWT.2011.6041413
M3 - Conference contribution
AN - SCOPUS:80054946579
SN - 9781424498246
T3 - 4th International Conference on the Applications of Digital Information and Web Technologies, ICADIWT 2011
SP - 130
EP - 136
BT - 4th International Conference on the Applications of Digital Information and Web Technologies, ICADIWT 2011
T2 - 4th International Conference on the Applications of Digital Information and Web Technologies, ICADIWT 2011
Y2 - 4 August 2011 through 6 August 2011
ER -