Understanding and modeling diverse scientific careers of researchers
作者:
Highlights:
• We define two metrics to measure the diversity of research career of a researcher.
• Researchers work on few areas in the entire career, with several areas at a time.
• Highly cited researchers typically follow “scatter-gather” policy in choosing areas.
• Low-cited researchers work on various areas at a time as well as in the entire career.
• Our stochastic model efficiently mimics the real dynamic of field selection process.
摘要
Highlights•We define two metrics to measure the diversity of research career of a researcher.•Researchers work on few areas in the entire career, with several areas at a time.•Highly cited researchers typically follow “scatter-gather” policy in choosing areas.•Low-cited researchers work on various areas at a time as well as in the entire career.•Our stochastic model efficiently mimics the real dynamic of field selection process.
论文关键词:Scientific career,Diversity,Stochastic model
论文评审过程:Received 22 September 2014, Revised 16 November 2014, Accepted 18 November 2014, Available online 9 December 2014.
论文官网地址:https://doi.org/10.1016/j.joi.2014.11.008