Transformational application of Artificial Intelligence and Machine learning in Financial Technologies and Financial services: A bibliometric review

V Kanaparthi - arXiv preprint arXiv:2401.15710, 2024 - arxiv.org
In this study, I employ a multifaceted comprehensive scientometric approach to explore the
intellectual underpinnings of AI and ML in financial research by examining the publication …

Examining the research taxonomy of artificial intelligence, deep learning & machine learning in the financial sphere—a bibliometric analysis

AKVN Biju, AS Thomas, J Thasneem - Quality & Quantity, 2024 - Springer
This paper surveys the extant literature on machine learning, artificial intelligence, and deep
learning mechanisms within the financial sphere using bibliometric methods. We considered …

Applications of artificial intelligence and machine learning in the financial services industry: A bibliometric review

D Pattnaik, S Ray, R Raman - Heliyon, 2024 - cell.com
This bibliometric review examines the research state of artificial intelligence (AI) and
machine learning (ML) applications in the BFSI (Banking, Financial Services and Insurance) …

Decoding the trinity of Fintech, digitalization and financial services: An integrated bibliometric analysis and thematic literature review approach

A Bhatt, M Joshipura, N Joshipura - Cogent Economics & Finance, 2022 - Taylor & Francis
Technology has reshaped how financial services are designed, delivered, and consumed
over the past decade. The increased mobile and internet penetration and availability of …

Artificial intelligence and machine learning in finance: A bibliometric review

S Ahmed, MM Alshater, A El Ammari… - Research in International …, 2022 - Elsevier
This study reviewed the artificial intelligence (AI) and machine learning (ML) literature in the
finance field. Using a bibliometric approach, we collected 348 articles published in 2011 …

Artificial intelligence in Finance: a comprehensive review through bibliometric and content analysis

S Bahoo, M Cucculelli, X Goga, J Mondolo - SN Business & Economics, 2024 - Springer
Over the past two decades, artificial intelligence (AI) has experienced rapid development
and is being used in a wide range of sectors and activities, including finance. In the …

Insights into financial technology (FinTech): a bibliometric and visual study

B Li, Z Xu - Financial innovation, 2021 - Springer
This paper conducted a comprehensive analysis based on bibliometrics and science
mapping analysis. First, 848 publications were obtained from Web of Science. Their …

The evolution of FinTech in scientific research: a bibliometric analysis

M Sahabuddin, MN Sakib, MM Rahman, A Jibir… - Sustainability, 2023 - mdpi.com
This study aims to investigate how FinTech evolved over time in research using bibliometric
analysis. First, 1359 publications particularly related to the field of FinTech, from 2010 to …

Employing bibliometric analysis to identify emerging technologies in the insurance industry

MP Akhil - Big Data Analytics in the Insurance Market, 2022 - emerald.com
Purpose: This chapter aims to review the research literature on the insurance industry and
map the emerging research trends in this field through a bibliometric analysis and network …

A bibliometric analysis on the application of deep learning in finance: status, development and future directions

RL Manogna, A Anand - Kybernetes, 2023 - emerald.com
Purpose Deep learning (DL) is a new and relatively unexplored field that finds immense
applications in many industries, especially ones that must make detailed observations …