Optimizing Aspect-Based Sentiment Analysis Using BERT for Comprehensive Analysis of Indonesian Student Feedback

Optimizing Aspect-Based Sentiment Analysis Using BERT for Comprehensive Analysis of Indonesian Student Feedback

Evaluating the learning process requires a platform for students to express feedback and suggestions openly through online reviews. Sentiment analysis is often used to analyze review texts but typically captures only overall sentiment without identifying specific aspects. This study develops an aspe...

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Bibliographic Details
Main Authors: Ahmad Jazuli, Widowati, Retno Kusumaningrum
Format: Article
Language:English
Published: MDPI AG 2024-12-01
Series:Applied Sciences
Subjects:
aspect-based sentiment analysis
bert
hyper-parameter
learning evaluation
natural language processing
student reviews
Online Access:https://www.mdpi.com/2076-3417/15/1/172
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