21–22 Sept 2023
University of Craiova
Europe/Bucharest timezone

The Significance of Enhancing Data Fairness in Educational Recommender Systems

22 Sept 2023, 11:40
20m
room 420 (University of Craiova)

room 420

University of Craiova

Paper presentation Open Source and GNU in Education and Research Session D

Speaker

Alexandra Vultureanu-Albiși (University of Craiova)

Description

Students, teachers, and educational institutions can all benefit from improving data fairness in educational RS through a variety of helpful approaches. Because data is so vital, the goal of this work is to propose characteristics and strategies to increase fairness in pre-processing procedures. By highlighting the importance of specific variables that are influenced by data fairness approaches, our work aims to improve data fairness in educational Recommender Systems (RS). We highlight the impact that enhancing data fairness has on students' performance in educational RS. Students' motivation rises and their performance benefits when they obtain fair and balanced recommendations. Additionally, we aim to present novel strategies that support increasing and strengthening fairness in educational RS.

Author

Alexandra Vultureanu-Albiși (University of Craiova)

Co-author

Mr Costin Bădică (University of Craiova)

Presentation materials

There are no materials yet.