Predicting Sentiments in Spotify Comments: A Comparative Analysis of Machine Learning Models

Predicting Sentiments in Spotify Comments: A Comparative Analysis of Machine Learning Models

Using data from user sentences on Spotify, this work explores through Natural Language Processing positive and negative sentiments in each comment. We compare different statistical modeling and Machine Learning techniques, identifying the ones with the greatest accuracy in predicting sentiments. As...

Full description

Saved in:
Bibliographic Details
Main Authors: Filipe Augusto Felix de Queiroz, Igor Barbosa Negreiros, Giovana de Souza, Débora Cordeiro de Sousa, Sílvio Fernando Alves Xavier Júnior
Format: Article
Language:English
Published: Universidade Federal de Pernambuco (UFPE) 2024-12-01
Series:Socioeconomic Analytics
Subjects:
Natural Language Processing
Spotify
Machine Learning
Logistic Regression
Random Forest
sentiment analysis
Online Access:https://periodicos.ufpe.br/revistas/index.php/SECAN/article/view/265070
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

https://periodicos.ufpe.br/revistas/index.php/SECAN/article/view/265070

Similar Items