Enhancing stock market predictions for classifying unlabelled celebrities' twitter data

Enhancing stock market predictions for classifying unlabelled celebrities' twitter data

This work introduces a novel method for sentiment analysis in the stock market by combining Deep Neural Networks (DNN) and an improved Firefly Algorithm (FA). It is essential to comprehend investor sentiment in financial markets in order to forecast stock price movements and make wise investment cho...

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Bibliographic Details
Main Authors: Baljinder Singh, Mandeep Kaur, Gurbinder Singh Brar, NZ Jhanjhi
Format: Article
Language:English
Published: Elsevier 2025-09-01
Series:Journal of Open Innovation: Technology, Market and Complexity
Subjects:
Financial Markets
Investment Decision-Making
Classification
Firefly Algorithm
Deep Neural Networks
Sentiment Analysis
Online Access:http://www.sciencedirect.com/science/article/pii/S2199853125001106
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