Web Mining of Online Resources for German Labor Market Research and Education: Finding the Ground Truth?

• DOI: 10.3390/knowledge4010003
• Publication Date: 2024-02-21T11:50:22Z
• Authors: Andreas Fischer; Jens Dörpinghaus
• Keywords: Ground truth

The labor market is highly dependent on vocational and academic education, training, retraining, further education in order to master challenges such as advancing digitalization sustainability. Further training a key factor ensuring qualified workforce, the employability of all employees, and, thus, national competitiveness innovation. In contribution at hand, we explore an innovative way derive knowledge about learning pathways by connecting dots from different data sources German market. particular, focus web mining online resources for research advertisements, information portals, official government websites. A question working with how find ground truth common structures that can be used make interoperable. We discuss classify summarize platforms which methods extracting data, entities relationships build network educational pathways. Our proposed solution based classification occupations (KldB) related document codes (DKZ), combines natural language processing graph technologies. provides foundation investigation into linked research. While our work focuses it also useful other German-speaking countries could easily extended languages English.