[HTML][HTML] Examining the research taxonomy of artificial intelligence, deep learning & machine learning in the financial sphere—a bibliometric analysis
This paper surveys the extant literature on machine learning, artificial intelligence, and deep
learning mechanisms within the financial sphere using bibliometric methods. We considered …
learning mechanisms within the financial sphere using bibliometric methods. We considered …
[PDF][PDF] Esg discourse analysis through bertopic: comparing news articles and academic papers
Environmental, social, and governance (ESG) factors are critical in achieving sustainability
in business management and are used as values aiming to enhance corporate value …
in business management and are used as values aiming to enhance corporate value …
[HTML][HTML] Applying artificial intelligence techniques for predicting the environment, social, and governance (ESG) pillar score based on balance sheet and income …
Due to globalization Environment, Social and Governance (ESG) issues has gained
importance over the last few decades. ESG is a worldwide issue, which clarify that …
importance over the last few decades. ESG is a worldwide issue, which clarify that …
[BOOK][B] Perspectives in sustainable equity investing
G Coqueret - 2022 - taylorfrancis.com
Sustainable investing has recently gained traction throughout the world. This trend has
multiple sources, which span from genuine ethical concerns to hopes of performance …
multiple sources, which span from genuine ethical concerns to hopes of performance …
Multimodal Document Analytics for Banking Process Automation
C Gerling, S Lessmann - arXiv preprint arXiv:2307.11845, 2023 - arxiv.org
In response to growing FinTech competition and the need for improved operational
efficiency, this research focuses on understanding the potential of advanced document …
efficiency, this research focuses on understanding the potential of advanced document …
[HTML][HTML] Study on the Global Sustainability of the Korean Construction Industry Based on the GRI Standards
E Park, Y Kim, A Lee, J Kim, H Kong - International Journal of …, 2023 - mdpi.com
This study began with the increasing importance of ESG through sustainable management
evaluation across all industries, predicting market demand through the ESG management …
evaluation across all industries, predicting market demand through the ESG management …
Environmental, social and governance (ESG) rating prediction using machine learning approaches
The study's objective is to predict the environmental, social, and governance (ESG) ratings
of firms. Applying six machine learning algorithms, we collect a global data sample of 6166 …
of firms. Applying six machine learning algorithms, we collect a global data sample of 6166 …
[HTML][HTML] Environmental, social, and governance (ESG) and artificial intelligence in finance: State-of-the-art and research takeaways
T Lim - Artificial Intelligence Review, 2024 - Springer
The rapidly growing research landscape in finance, encompassing environmental, social,
and governance (ESG) topics and associated Artificial Intelligence (AI) applications …
and governance (ESG) topics and associated Artificial Intelligence (AI) applications …
[PDF][PDF] ESG2PreEM: Automated ESG grade assessment framework using pre-trained ensemble models
Incorporating environmental, social, and governance (ESG) criteria is essential for
promoting sustainability in business and is considered a set of principles that can increase a …
promoting sustainability in business and is considered a set of principles that can increase a …
Knowledge informed sustainability detection from short financial texts
There is a global trend for responsible investing and the need for developing automated
methods for analyzing and Environmental, Social and Governance (ESG) related elements …
methods for analyzing and Environmental, Social and Governance (ESG) related elements …