Text Mining for Human Resources Competencies: Taiwan example
學年 108
學期 1
出版（發表）日期 2019-12-06
作品名稱 Text Mining for Human Resources Competencies: Taiwan example
作品名稱（其他語言）
著者 Chih-Hung Chung; Lu-Jia Chen
單位
出版者
著錄名稱、卷期、頁數 European Journal of Training and Development
摘要 Purpose – The purpose of this study is to explore the capabilities required by entry-level human resources (HR) professionals based on job advertisements by using text mining (TM) technique. Design/methodology/approach – This study used TM techniques to explore the capabilities required by entry-level HR professionals based on job advertisements on HR agency 104’s website in Taiwan. Python was used to crawl the advertisements on the website, and 841 posts were collected. Next, the author used TM to explore and understand hidden trends and patterns in numerous data sets. Findings – The results of this study revealed four critical success factors (specific skills, educational level, experience and specific capabilities), five clusters and ten classifications. Practical implications – The results can aid HR curriculum developers and educators in customizing and improving HR education curricula, such that HR students can develop capabilities required to secure employment in the current HR job market. Originality/value – Our results may facilitate the understanding of the current trends in the HR job market and provide useful suggestions to HR curriculum developers for improving training and profess
關鍵字 Cluster analysis;Classification;Human resource;Text mining;Job advertisement, Professional competence
語言 en
ISSN
期刊性質 國外
收錄於 ESCI
產學合作
通訊作者
審稿制度 是
國別 GBR
公開徵稿
出版型式 ,電子版
相關連結

機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/115948 )

SDGS 優質教育,尊嚴就業與經濟發展