Detecting rising stars in dynamic collaborative networks
作者：
Highlights：
• Productivity, impact and collaborations are the triptych that forms a “rising star”.
• Continuous improvement in all three aspects is necessary for the first years.
• “Rising stars” show highly-increasing productivity and impact of publications.
• Scientific longevity of “rising stars” is supported by strong collaborations.
• Numbers may differ across scientific fields, but the methodology is the same.
摘要
Highlights•Productivity, impact and collaborations are the triptych that forms a “rising star”.•Continuous improvement in all three aspects is necessary for the first years.•“Rising stars” show highly-increasing productivity and impact of publications.•Scientific longevity of “rising stars” is supported by strong collaborations.•Numbers may differ across scientific fields, but the methodology is the same.
论文关键词：Data mining,Time-evolving graphs,Rising stars,Co-authorship graphs,Power graphs,Key performance indicators,Evaluation of scholars
论文评审过程：Received 13 March 2016, Revised 16 November 2016, Accepted 17 November 2016, Available online 2 January 2017, Version of Record 2 January 2017.
论文官网地址：https://doi.org/10.1016/j.joi.2016.11.003
