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dc.contributor.advisorPedersen, Edvard
dc.contributor.advisorBongo, Lars Ailo
dc.contributor.advisorGroven, Harald
dc.contributor.authorFagerbakk, Anton Garri
dc.date.accessioned2021-06-16T05:36:06Z
dc.date.available2021-06-16T05:36:06Z
dc.date.issued2021-05-15en
dc.description.abstractThe Norwegian labour market is under continuous change because of fast-paced innovation in technology. It is therefore vital for educational institutions curricula to reflect the changing requirements to keep the population hireable and provide employers with a highly adaptable workforce. There are no complete systems that let us analyse and extract this information about the labour market efficiently. Therefore, there is a need for tools to keep up with the labour market changes and to enable efficient analysis on large Norwegian job listing data sets. In this project, we developed an algorithm that extracts the skills, competencies and knowledge from Norwegian job listing data. Our evaluation results show that we manage to extract skills from the jobs listings, but not to the extent of our defined requirements. This is caused by language ambiguity and semantic differences between our data sets, which significantly impacted our results. We conclude that our algorithm has not fully solved the complex problem at hand but that our project has contributed with open-source code and processed open access data sets. Furthermore, through the development of the algorithm and analysis of the data sets, we have laid the foundation for future work and proposed how to develop solutions for understanding the fast-paced and continuous change in the Norwegian labour markets.en_US
dc.identifier.urihttps://hdl.handle.net/10037/21415
dc.language.isoengen_US
dc.publisherUiT Norges arktiske universitetno
dc.publisherUiT The Arctic University of Norwayen
dc.rights.holderCopyright 2021 The Author(s)
dc.rights.urihttps://creativecommons.org/licenses/by-nc-sa/4.0en_US
dc.rightsAttribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)en_US
dc.subject.courseIDINF-3990
dc.subjectVDP::Mathematics and natural science: 400::Information and communication science: 420::Algorithms and computability theory: 422en_US
dc.subjectVDP::Matematikk og Naturvitenskap: 400::Informasjons- og kommunikasjonsvitenskap: 420::Algoritmer og beregnbarhetsteori: 422en_US
dc.titleKeeping Up with the Market: Extracting competencies from Norwegian job listingsen_US
dc.typeMastergradsoppgavenor
dc.typeMaster thesiseng


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Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)
Except where otherwise noted, this item's license is described as Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)