Peng Cheng

Learning Skill Representations from Recruitment Data for Skill Gap Analysis and Career Path Optimization

To address the mismatch between educational provision and labor-market demand affecting the employment of arts graduates, this paper proposes a skill-gap analysis framework integrating recruitment-text mining, semantic representation learning, and knowledge graphs. First, a corpus of job advertisements is compiled from...