Automized Assessment for Professional Skills –A Systematic Literature Review and Future Research Avenues
Journal
Internationale Tagung Wirtschaftsinformatik (WI)
Type
conference paper
Date Issued
2023-09-21
Author(s)
Research Team
IWI6
Abstract
Globalization, technological progress, and demographic trends increasingly influence our labor markets. With changing labor markets and increasing digitalization, new competencies of workers are needed to meet demands. However, as a first step to developing these new skills, knowledge about the existing skills and their status quo is necessary. Here, automated skill assessment offers a crucial added value, as it can create a reliable and objective database. Based on a systematic investigation, our analysis shows, in four different areas, how skills and competencies in the automated assessment are (1) defined, (2) included as an element of analysis, (3) methodically recorded and processed, (4) which data source is used. In doing so, we offer insights into existing approaches to automated assessment of professional skills. We contribute to a better under-standing of the design of automated skill assessment methods and provide perspectives on future research directions.
Language
English
Keywords
Data Reliability
Automated Skill Assessment
Natural Language Processing
Literature Review
HSG Classification
contribution to scientific community
Refereed
Yes
Pages
17
Event Title
Internationale Tagung Wirtschaftsinformatik (WI)
Event Location
Paderborn, Germany
Event Date
18-21 Sep 2023
Subject(s)
Division(s)
File(s)![Thumbnail Image]()
Name
JML_948.pdf
Size
438 KB
Format
Adobe PDF
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