The matching scarcity problem: When recommenders do not connect the edges in recruitment services

作者：

Highlights：

• The formalization of the Matching Scarcity Problem in online recruitment servicaces.

• Strategies to automatically identify CVs/Vacancies suffering from matching scarcity.

• The proposal of strategies to mitigate the Matching Scarcity Problem.

• The evaluation of the methodology and strategies proposed on real data.

摘要

•The formalization of the Matching Scarcity Problem in online recruitment servicaces.•Strategies to automatically identify CVs/Vacancies suffering from matching scarcity.•The proposal of strategies to mitigate the Matching Scarcity Problem.•The evaluation of the methodology and strategies proposed on real data.

论文关键词：Job recommendation,Matching scarcity,User modeling

论文评审过程：Received 18 August 2020, Revised 14 December 2020, Accepted 18 February 2021, Available online 25 February 2021, Version of Record 21 March 2021.

论文官网地址：https://doi.org/10.1016/j.eswa.2021.114764