Μοντελοποίηση κατατομής μαθητή

Βέλλιος, Ιωάννης

Modelling of student's profile

Master Thesis

Author

Βέλλιος, Ιωάννης

Date

2017-02

Abstract

Having crossed the threshold of the 21st century we can observe the change that is happening in our society, the industrial era that needed manpower to perform standard operations is over and a new era dawns, the information era. In this era, knowledge is the new currency and education should respond to this change. Through individualised and personalised learning process education should embrace all learners and lead them to a lifelong learning and a deeper understanding of new knowledge. Information technologies are part of the learning process, becoming assistants to the effort made by the learner and the teacher. Systems such as Adaptive Educational Multimedia Systems (AEMS) and Intelligent Tutoring Systems (ITS) adapt to the needs of the learner in order to offer not only knowledge but also learning in a way that is understandable to the student-user. In this educational context starts the integration of Semantic Web technologies such as multi-agent systems, artificial intelligence in education and the use of ontologies. In this paper, it is proposed a learner modelling where the ultimate goal is the development and construction of an ontology that can categorise, classify and extract knowledge about the characteristics of a learner in an effort to provide personalised education. Using the stepwise development of ontologies, the context of modelling, requirements, use cases, the building blocks of the ontology are analysed. In addition to than, the correctness and completeness of the ontology is documented via SPARQL use. In this paper there are presented, the conclusions, the limitations and the further research work needed to be done on the proposed ontology in order to make it a functioning educational system.

Postgraduate Studies Programme

Ηλεκτρονική Μάθηση

Department

Σχολή Τεχνολογιών Πληροφορικής και Επικοινωνιών. Τμήμα Ψηφιακών Συστημάτων

Number of pages

192

Language

Greek

URI

https://dione.lib.unipi.gr/xmlui/handle/unipi/12782
http://dx.doi.org/10.26267/unipi_dione/205

Collections

Τμήμα Ψηφιακών Συστημάτων

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