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On recommending newly published academic papers
- Authors
- Ha, Jiwoon; Kwon, Soon-Hyoung; Kim, Sang-Wook
- Issue Date
- Aug-2015
- Publisher
- Association for Computing Machinery, Inc
- Keywords
- Data mining; Paper recommendation; Singular value decomposition
- Citation
- HT 2015 - Proceedings of the 26th ACM Conference on Hypertext and Social Media, pp.329 - 330
- Indexed
- SCOPUS
- Journal Title
- HT 2015 - Proceedings of the 26th ACM Conference on Hypertext and Social Media
- Start Page
- 329
- End Page
- 330
- ISSN
- 0000-0000
- Abstract
- To recommend newly-published papers that did not receive any citations yet, this paper proposes a novel method by using the authors' interest on the papers cited in the newlypublished paper. Compared to citation-network based methods, the empirical validation shows a significant improvement with our method in accuracy of 11%-41% in precision and 8%-34% in recall.
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Collections - 서울 공과대학 > 서울 컴퓨터소프트웨어학부 > 1. Journal Articles
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Related Researcher
- Kim, Sang-Wook
- COLLEGE OF ENGINEERING (SCHOOL OF COMPUTER SCIENCE)