Identifying Top-Performing Students via VKontakte Social Media Communities Using Advanced NLP Techniques
TL;DR
This paper presents an algorithm using NLP to identify high-performing students by analyzing their VKontakte community subscriptions. It aids universities, recruiters, and advertisers in targeting top talents.
Identifying Top-Performing Students via VKontakte Social Media Communities Using Advanced NLP Techniques
Sergei S. Gorshkov; Dmitry I. Ignatov; Anastasia Yu. Chernysheva; Vyacheslav L. Goiko; Vitaliy V. Kashpur
https://doi.org/10.1109/ACCESS.2024.3521857
Volume 13
Identifying potentially high-performing students is crucial for universities aiming to enhance educational outcomes, for companies seeking to recruit top talents early, and for advertising platforms looking to optimize targeted marketing. This paper introduces an algorithm designed to identify students with exceptional academic performance by analyzing their subscriptions to communities on the soc...