Educational Effectiveness of Using Big Data Based and Its Evaluation with Cluster Analysis and Qualification Framework in Financial Services and Management

Educational Effectiveness of Using Big Data Based and Its Evaluation with Cluster Analysis and Qualification Framework in Financial Services and Management

We evaluated and predicted the quality of financial services and professional management using cluster analysis. Using K-prototype clustering analysis and TF-IDF word frequency methods, the differences in different evaluations of job positions and vocational skill requirements of college graduates w...

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Bibliographic Details
Main Authors: Yujie Jiao, Ruiting Zhang, Ying Zhu
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Engineering Proceedings
Subjects:
qualification framework
professional standards
cluster analysis
professional skills
demand forecast
Online Access:https://www.mdpi.com/2673-4591/92/1/20
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