Applications of explainable artificial intelligence in finance—a systematic review of finance, information systems, and computer science literature

P Weber, KV Carl, O Hinz - Management Review Quarterly, 2024 - Springer
Digitalization and technologization affect numerous domains, promising advantages but
also entailing risks. Hence, when decision-makers in highly-regulated domains like Finance …

Financial sentiment analysis: Techniques and applications

K Du, F Xing, R Mao, E Cambria - ACM Computing Surveys, 2024 - dl.acm.org
Financial Sentiment Analysis (FSA) is an important domain application of sentiment analysis
that has gained increasing attention in the past decade. FSA research falls into two main …

Economic policy uncertainty and corporate financialization: Evidence from China

Y Zhao, K Su - International Review of Financial Analysis, 2022 - Elsevier
Using a quarterly sample of Chinese non-financial listed firms from 2007 to 2020, we find a
U-shaped relationship between economic policy uncertainty (EPU) and corporate …

[HTML][HTML] Adaptive cognitive fit: Artificial intelligence augmented management of information facets and representations

J Samuel, R Kashyap, Y Samuel, A Pelaez - International journal of …, 2022 - Elsevier
Explosive growth in big data technologies and artificial intelligence (AI) applications have
led to increasing pervasiveness of information facets and a rapidly growing array of …

[HTML][HTML] The impact of sentiment and attention measures on stock market volatility

F Audrino, F Sigrist, D Ballinari - International Journal of Forecasting, 2020 - Elsevier
We analyze the impact of sentiment and attention variables on the stock market volatility by
using a novel and extensive dataset that combines social media, news articles, information …

[PDF][PDF] Social media as a bank run catalyst

JA Cookson, C Fox, J Gil-Bazo, JF Imbet… - Available at …, 2023 - bostonfed.org
After the run on Silicon Valley Bank (SVB), US regional banks entered a period of significant
distress. We quantify social media's role in this distress using comprehensive Twitter data …

The social signal

JA Cookson, R Lu, W Mullins, M Niessner - Journal of Financial Economics, 2024 - Elsevier
We examine social media attention and sentiment from three major platforms: Twitter,
StockTwits, and Seeking Alpha. We find that, even after controlling for firm disclosures and …

Echo chambers

JA Cookson, JE Engelberg… - The Review of Financial …, 2023 - academic.oup.com
We find evidence of selective exposure to confirmatory information among 400,000 users on
the investor social network StockTwits. Self-described bulls are five times more likely to …

Predictive power of investor sentiment for Bitcoin returns: Evidence from COVID-19 pandemic

A Bouteska, S Mefteh-Wali, T Dang - Technological Forecasting and Social …, 2022 - Elsevier
In this paper, we examine the impact of investor sentiment on Bitcoin returns. Using a large
dataset of messages discussed on social media and several financial indicators, we create a …

Social-media and intraday stock returns: The pricing power of sentiment

DC Broadstock, D Zhang - Finance Research Letters, 2019 - Elsevier
This paper tests whether sentiment extracted from social-media (Twitter), has pricing power
towards stock market. Specifically, we evaluate whether firms' intraday stock returns react to …