Bibliographic description:
Tarasov, Anton. Knowledge profiling for personalized language learning: Bachelor Thesis: manuscript / Anton Tarasov; Supervisor: Oles Dobosevych; Ukrainian Catholic University, Department of Computer Sciences. – Lviv: 2021. – 49 p.: ill.
Abstract:
There are 1.5 billion English-language learners worldwide. More and more of them
use some digital tools and media to improve their skills. Online learning platforms
show competitiveness compared to offline lessons. This work proposes a framework
for creating a language learning platform for profiling user knowledge and
providing personalized study materials. We describe the developed minimal viable
product for vocabulary and tenses learning. We planned to test the solution through
private tutoring, and, for now, we evaluated the recommendation system for prioritization
of learned vocabulary on collected external data. Code of our MVP is stored
in the GitHub repository.
