Detailed information about selected course/program
EU code
4.2 - Business Studies with technology
3 - PhD
University of Amsterdam, The Netherlands
Learning analytics/Human Resource Management/Business Informatics
PhD in Person-Education-Labor Market Matching Processes
Language requirements
Applicants are required to take an English proficiency test. You may take the TOEFL or the IELTS to satisfy this requirement. The minimum score on the TOEFL test is 600 for the paper-based test (PBT), or at least 100 for the Internet-based test (IBT) and the minimum score on the IELTS is 7 on a 9-point scale.
Academic requirements
Master's degree (MSc, MA) in the area of Business Informatics (Knowledge Management) or Information Science (Artificial Intelligence, Data mining, Data Representation) with excellent grades and a demonstrable interest in this area. Demonstrable experience with, or a strong interest in designing and executing quantitative, qualitative, and/or mixed-method studies.
Max available positions
The project will contribute to our understanding of how intelligent algorithms may be used to identify (mis)matches between person’s job knowledge, education/training, and job demands. Big data collected on individuals, educational curricula/online learning environments, and the labor market/jobs will form the input of an ontology based personnel selection and training system (see for example and The candidate will explore Person-Education-Labor market (mis)matches by aggregating individual level data to the meso-level. Methods include big data analytics, including classification, cluster analysis, data fusion and integration, neural networks, pattern recognition, predictive modelling, regression, time series analysis, and visualization.
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34 months between Jul 1 2014 and May 1 2017
Contact person
Dr. Stefan Mol (