Machine Learning with Self-Assessment Manikin Valence Scale for Fine-Grained Sentiment Analysis

Traditional sentiment analysis methods use lexicons or machine learning models to classify text as positive or negative. These approaches are unable to capture nuance or intensity in short or informal texts. We propose a novel method that uses the Self-Assessment Manikin (SAM) valence scale, which p...

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Bibliographic Details
Main Authors: Lindung Parningotan Manik, Harry Susianto, Arawinda Dinakaramani, R. Niken Pramanik, Totok Suhardijanto
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/16/7/562
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