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On recommending newly published academic papers
- Ha, Jiwoon;
- Kwon, Soon-Hyoung;
- Kim, Sang-Wook
Citations
SCOPUS
4초록
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.
키워드
Data mining; Paper recommendation; Singular value decomposition; Data mining; Hypertext systems; Social networking (online); Academic paper; Citation networks; Empirical validation; Paper recommendations; Singular value decomposition
- 제목
- On recommending newly published academic papers
- 저자
- Ha, Jiwoon; Kwon, Soon-Hyoung; Kim, Sang-Wook
- 발행일
- 2015-08
- 유형
- Conference Paper
- 저널명
- HT 2015 - Proceedings of the 26th ACM Conference on Hypertext and Social Media
- 페이지
- 329 ~ 330