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User Review Analysis: Psychological Impact of Duolingo Gamification Using Machine Learning

Gamification in Duolingo aims to enhance user motivation, yet its internal elements trigger diverse psychological responses. This study aims to analyze these responses through app reviews by comparing the effectiveness of four machine learning models, namely Naïve Bayes, Random Forest, Support Vecto...

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Principais autores: Septi Mulia Putri, Ken Ditha Tania
Format: Artigo
Sprog:Inglês
Udgivet: Politeknik Negeri Batam 2026-04-01
Serier:Journal of Applied Informatics and Computing
Fag:
duolingo
gamification
machine learning
psychological analysis
Online adgang:https://jurnal.polibatam.ac.id/index.php/JAIC/article/view/12476
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