UC-030 HeartSpeak AI

This project is Sentiment Analysis AI for comprehensive text review analysis and more. The system leverages a fine-tuned BERT-based models to classify overall sentiment, detect emotions, identify sarcasm, and extract aspect-level opinions. Evaluations show robust performance across tasks, with sentiment accuracy around 69%, aspect analysis. Emotion and sarcasm. The pipeline provides actionable insights, empowering businesses to refine products and improve customer satisfaction with OpenAI Integration.

Publication Details

Journal
DigitalCommons - Kennesaw State University (Kennesaw State University)
Published
2025-04-15
Primary Topic
Sentiment Analysis and Opinion Mining
Type
article
Field-Weighted Citation Impact
0.00
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article

UC-030 HeartSpeak AI

DigitalCommons - Kennesaw State University (Kennesaw State University)
Sentiment Analysis and Opinion Mining
article

UC-030 HeartSpeak AI

article en

Abstract

This project is Sentiment Analysis AI for comprehensive text review analysis and more. The system leverages a fine-tuned BERT-based models to classify overall sentiment, detect emotions, identify sarcasm, and extract aspect-level opinions. Evaluations show robust performance across tasks, with sentiment accuracy around 69%, aspect analysis. Emotion and sarcasm. The pipeline provides actionable insights, empowering businesses to refine products and improve customer satisfaction with OpenAI Integration.

DigitalCommons - Kennesaw State University (Kennesaw State University)
Industry, innovation and infrastructure
Openalex Percentile: Top 72%
Sentiment Analysis and Opinion Mining
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UC-030 HeartSpeak AI · DigitalCommons - Kennesaw State University (Kennesaw State University) (2025) | TGRS Research Map | TGRS