Research on intelligent matching of students' learning ability and healthcare job market demand based on industrial engineering expertise graph.

ABSTRACT: In China, there is a structural mismatch between the job market and student employment, characterized by "unfilled jobs" and "unqualified candidates," particularly between the industrial engineering (IE) profession and the healthcare services sector. Expertise graphs are designed to identify the logical connections between academic disciplines and job market needs, linking students' knowledge and skills with job requirements. This approach provides a systematic and visual alignment between students' learning outcomes and job market demands, addressing the mismatch. However, current expertise graphs have not effectively captured the intrinsic connection between students' learning abilities and healthcare job market demands. Additionally, research on intelligent matching and the construction

SUBMITTER: Xiao Y 

PROVIDER: S-EPMC12463903 | biostudies-literature | 2025

REPOSITORIES: biostudies-literature