2020 | OriginalPaper | Buchkapitel
ArtSim: Improved Estimation of Current Impact for Recent Articles
verfasst von : Serafeim Chatzopoulos, Thanasis Vergoulis, Ilias Kanellos, Theodore Dalamagas, Christos Tryfonopoulos
Erschienen in: ADBIS, TPDL and EDA 2020 Common Workshops and Doctoral Consortium
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Abstract
ArtSim
, an approach that exploits paper similarity, calculated using scholarly knowledge graphs, to better estimate paper popularity for recently published papers. Our approach is designed to be applied on top of existing popularity measures, to improve their accuracy. We apply ArtSim
on top of four well-known popularity measures and demonstrate through experiments its potential in improving their popularity estimates.