عنوان انگلیسی مقاله:
Text mining of industry 4:0 job advertisements
ترجمه فارسی عنوان مقاله:
استخراج متن آگهی های شغلی صنعت 4:0
Sciencedirect - Elsevier - International Journal of Information Management, 50 (2020) 416-431: doi:10:1016/j:ijinfomgt:2019:07:014
Mirjana Pejic-Bacha, Tine Bertoncelb,⁎, Maja Meškob, Živko Krstićc
Since changes in job characteristics in areas such as Industry 4.0 are rapid, fast tool for analysis of job advertisements
is needed. Current knowledge about competencies required in Industry 4.0 is scarce. The goal of this
paper is to develop a profile of Industry 4.0 job advertisements, using text mining on publicly available job
advertisements, which are often used as a channel for collecting relevant information about the required
knowledge and skills in rapid-changing industries. We searched website, which publishes job advertisements,
related to Industry 4.0, and performed text mining analysis on the data collected from those job advertisements.
Analysis of the job advertisements revealed that most of them were for full time entry; associate and mid-senior
level management positions and mainly came from the United States and Germany. Text mining analysis resulted
in two groups of job profiles. The first group of job profiles was focused solely on the knowledge related to
Industry 4.0: cyberphysical systems and the Internet of things for robotized production; and smart production
design and production control. The second group of job profiles was focused on more general knowledge areas,
which are adapted to Industry 4.0: supply change management, customer satisfaction, and enterprise software.
Topic mining was conducted on the extracted phrases generating various multidisciplinary job profiles. Higher
educational institutions, human resources professionals, as well as experts that are already employed or aspire to
be employed in Industry 4.0 organizations, would benefit from the results of our analysis.
Keywords: Human resource management | Text mining | Job profiles | Big data analytics | Industry 4.0 | Education | Smart factory