Nested Sentiment Analysis for ESG Impact: Leveraging FinBERT to Predict Market Dynamics Based on Eco-Friendly and Non-Eco-Friendly Product Perceptions with Explainable AI

Nested Sentiment Analysis for ESG Impact: Leveraging FinBERT to Predict Market Dynamics Based on Eco-Friendly and Non-Eco-Friendly Product Perceptions with Explainable AI

In the current era, the environmental component of ESG is recognized as a major driver due to the pressing challenges posed by climate change, population growth, global warming, and shifting weather patterns. The environment must be considered a critical factor, and as evidenced by existing research...

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Bibliographic Details
Main Authors: Aradhana Saxena, A. Santhanavijayan, Harish Kumar Shakya, Gyanendra Kumar, Balamurugan Balusamy, Francesco Benedetto
Format: Article
Language:English
Published: MDPI AG 2024-10-01
Series:Mathematics
Subjects:
ESG factors
sentiment analysis
FinBERT
explainable AI (XAI)
sustainable investment
environmental sustainability
Online Access:https://www.mdpi.com/2227-7390/12/21/3332
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