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Research article

First published 2023-11

Financial sentiment analysis: Classic methods vs. deep learning models

Aikaterini Karanikola, Gregory Davrazos, Charalampos M. Liapis [...]

Intelligent Decision Technologies

Retricted access

Research article

First published 2017-8

Feature-based opinion mining in financial news: An ontology-driven approach

María del Pilar Salas-Zárate, Rafael Valencia-García, Antonio Ruiz-Martínez [...]

Journal of Information Science

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Research article

First published 2018-11

Stock price prediction through sentiment analysis of corporate disclosures using distributed representation

Misuk Kim, Eunjeong Lucy Park, Sungzoon Cho

Intelligent Data Analysis: An International Journal

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Research article

First published 2025

The Strengthening Link Between Donald Trump’s Online Attention and Wall Street Sentiment

Raúl Gómez Martínez, Camilo Prado Román, María Luisa Medrano García [...]

American Behavioral Scientist

Open access

Research article

First published 2022-1

Alternative data and sentiment analysis: Prospecting non-standard data in machine learning-driven finance

Kristian Bondo Hansen, Christian Borch

Big Data & Society

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Research article

First published 2023

Sentiment Analysis Using Machine Learning in Stock Market: A Bibliometric Visualization

Shivani, Bhag Singh Bodla

Vision: The Journal of Business Perspective

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Research article

First published 2024

Do Financial Community’s Tweet Sentiments  Affect the Stock Market? Evidence from an  Emerging Economy

Shivani Saini, Bhag Singh Bodla

Studies in Microeconomics

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Research article

First published 2025

Public sentiment-based stock selection strategy using the BERT model and LightGBM algorithm

Leqi Wang, Junwei Shen, Chenguang Shen [...]

Journal of Computational Methods in Sciences and Engineering

Open access

Research article

First published 2026

Local government transparency across the election cycle: Do text and numbers tell the same story?

Pierre Donatella, Emmeli Runesson

International Review of Administrative Sciences

Open access

Research article

First published 2025-10

Climate Sentiment and Corporate Default Risk: Evidence From Listed Firms in China’s Heavily Polluting Industries

Wenwen Liu, Miaomiao Tang, Peng Zhao [...]

Sage Open

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