TOWARDS A RECOMMENDATION SYSTEM FOR AN EDUCATIONAL PROFILE IN SYSTEMS ENGINEERING

TOWARDS A RECOMMENDATION SYSTEM FOR AN EDUCATIONAL PROFILE IN SYSTEMS ENGINEERING

Students need to personalize their educational profile and usually find disparate information from various sources. Our aim is to integrate smart campus concepts and provide a recommendation system for bachelor students, using cloud services. The resulted assistant uses a chatbot to provide decision...

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Veröffentlicht in:Scientific Bulletin. Series C, Electrical Engineering and Computer Science Electrical Engineering and Computer Science, 2024-01 (1), p.19
Hauptverfasser: Opranescu, Veronica, Ionita, Anca Daniela
Format: Artikel
Sprache:eng
Schlagworte:
Data collection
Engineering education
Recommender systems
Students
Synthetic data
Systems engineering
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Zusammenfassung:Students need to personalize their educational profile and usually find disparate information from various sources. Our aim is to integrate smart campus concepts and provide a recommendation system for bachelor students, using cloud services. The resulted assistant uses a chatbot to provide decision support and recommend the most appropriate specialization according to the students' profile, as well as a long-term educational, including ideas for master's programmes to continue their educational journey. The training was done by collecting data from real users and also by synthetic data generation.
ISSN:2286-3540