Recommending Scientific Collaborators: Bibliometric Networks For Medical Research Entities
DEVELOPMENTS OF ARTIFICIAL INTELLIGENCE TECHNOLOGIES IN COMPUTATION AND ROBOTICS(2020)
摘要
Aiming to recommend potential collaborators for academic entities such as researchers and institutions, this paper develops a social recommender system through bibliometric indicators and network analytics. Targeting to scholarly articles, the proposed recommender system exploits co-authorships as established social relations and proposes a link prediction model for discovering such potential relations in terms of a co-authorship network. A case study recommending scientific collaborators for research entities on gene-related diseases demonstrates the reliability of this study.
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关键词
Bibliometrics, Recommender systems, Network analytics
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