Recommending Scientific Collaborators: Bibliometric Networks For Medical Research Entities

DEVELOPMENTS OF ARTIFICIAL INTELLIGENCE TECHNOLOGIES IN COMPUTATION AND ROBOTICS(2020)

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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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