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

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 log...

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Bibliographic Details

Published in:	Frontiers in Artificial Intelligence
Main Authors:	Yan Xiao, Lingtao Zeng, Jie Yang, Mini Han Wang, Zhiyuan Lin, Wei Li
Format:	Article
Language:	English
Published:	Frontiers Media S.A. 2025-09-01
Subjects:	expertise graph industrial engineering BERT–BiLSTM–GCN model employment matching algorithm intelligent matching
Online Access:	https://www.frontiersin.org/articles/10.3389/frai.2025.1650095/full