On Recommending Newly Published Academic Papers

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.