Excellence networks in science: A Web-based application based on Bayesian multilevel logistic regression (BMLR) for the identification of institutions collaborating successfully
作者:
Highlights:
• We present an application which can be accessed via www.excellence-networks.net.
• The application presents networks of scientific institutions worldwide and is based on articles, reviews and conference papers.
• Institutional networks have been estimated with statistical models (Bayesian multilevel logistic regression).
• The application shows how successfully overall an institution has collaborated (compared to all the other institutions in a subject area).
• It also shows with which other institutions a specific institution has collaborated particularly successfully.
摘要
•We present an application which can be accessed via www.excellence-networks.net.•The application presents networks of scientific institutions worldwide and is based on articles, reviews and conference papers.•Institutional networks have been estimated with statistical models (Bayesian multilevel logistic regression).•The application shows how successfully overall an institution has collaborated (compared to all the other institutions in a subject area).•It also shows with which other institutions a specific institution has collaborated particularly successfully.
论文关键词:Citation network,Best paper rate,Co-authorship,Collaboration
论文评审过程:Received 10 August 2015, Revised 11 January 2016, Accepted 11 January 2016, Available online 16 February 2016, Version of Record 16 February 2016.
论文官网地址:https://doi.org/10.1016/j.joi.2016.01.005