Inventor profile mining approach for prospective human resource scouting
作者：
Highlights：
• An inventor profiling approach to identify prospective human resources is proposed.
• Topic modeling and bibliometric analysis are applied to large-scale patent data.
• Inventors are evaluated based on their invention field, performance, and career.
• The approach identifies young and talented inventors by firms’ technology strategy.
• The approach can support firms’ decision-making process for human resource scouting.
摘要
•An inventor profiling approach to identify prospective human resources is proposed.•Topic modeling and bibliometric analysis are applied to large-scale patent data.•Inventors are evaluated based on their invention field, performance, and career.•The approach identifies young and talented inventors by firms’ technology strategy.•The approach can support firms’ decision-making process for human resource scouting.
论文关键词：Inventor profile mining,Human resource,Scouting,Technology-based firm,Patent analysis
论文评审过程：Received 1 June 2020, Revised 31 August 2020, Accepted 30 September 2020, Available online 13 November 2020, Version of Record 13 November 2020.
论文官网地址：https://doi.org/10.1016/j.joi.2020.101103
