Papoutsoglou, Iordanis

2019-04-09T00:00:20Z

https://repository.ihu.edu.gr//xmlui/handle/11544/29310

Semantic web techniques

Educational markets

masterThesis

free

School of Science and Technology, MSc in Data Science

This dissertation was written as a part of the MSc in Data Science at the International Hellenic University. A literature review on the gap between education and labor market, learning analytics, massive open online courses, the ESCO ontology, text representation methods and topic modeling is researched. Methods which are used in learning analytics are implemented to derive knowledge from the collected data about the skills from ESCO, the courses provided by Coursera and job advertisements. The thesis is concluded by commenting on the findings and providing ideas for future research This work came to fruition through the rigor efforts of multiple people. The first person is the supervisor the assistant professor Vassilios Peristeras of the School of Science and Technology at the International Hellenic University. A knowledgeable team was created -3- under the efforts of the supervisor which helped in developing creative ideas. Dr. Ioannis Magnisalis, who is an research associate in International Hellenic University, was a member of the created team, and his valuable was invaluable to the completion of the thesis. Another part of the team was the company CogniZone and Agis Papantoniou, who actively helped with their expertise and experience in working with data and semantics. The whole structure of the team promote the spirit of collaboration between the educational institutions and the private sector to develop solutions based on real life problems.

Peristeras, Vassilios

ihu