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How Traditional Financial Institutions have adapted to Artificial Intelligence, Machine Learning and FinTech? Cover

How Traditional Financial Institutions have adapted to Artificial Intelligence, Machine Learning and FinTech?

By: Nermin Sharbek  
Open Access
|Aug 2022

References

  1. Abraham, F., Schmukler, S. L., & Tessada, J. (2019, February). Robo-Advisors: Investing through Machines. Research & Policy Briefs From the World Bank Chile Center and Malaysia Hub(21).
  2. Acara, O., & Çıtakb, Y. E. (2019). Fintech Integration Process Suggestion for Banks. Procedia Computer Science, 158, 971-978. doi:https://doi.org/10.1016/j.procs.2019.09.138
  3. Artificial Intelligence vs Automation. (2019). Retrieved from Corinium: connected thinking: https://www.coriniumintelligence.com/insights/artificial-intelligence-vs-automation
  4. Asif, C., Dallerup, K., Hauser, S., Parpia, A., & Taraporevala, Z. (2020, June 11). Reshaping retail banking for the next normal. McKinsey Global Institute. Retrieved 2 20, 2022, from https://www.mckinsey.com/industries/financial-services/our-insights/reshaping-retailbanking-for-the-next-normal
  5. Azman, N. H., Zabri, M. Z., Masron, T. A., & Malim, N. A. (2020). The Utilisation of Islamic Fintech (I-Fintech) in Promoting Sustainable Inclusive Growth: Evidence From Micro- Entrepreneurs in Malaysia. Journal of Islamic Monetary Economics and Finance, 6(3), 555-576. doi: https://doi.org/10.21098/jimf.v6i3.1180
  6. Baldwin, A. A., Brown, C. E., & Trinkle, B. S. (2006). Opportunities for Artificial Intelligence Development in the Accounting Domain: The Case For Auditing. Intelligent Systems in Accounting, Finance and Management, 14, 77-86. doi:10.1002/isaf.277
  7. Bollaert, H., Lopez-de-Silanes, F., & Schwienbacher, A. (2021, June). Fintech and access to finance. Journal of Corporate Finance.10.1016/j.jcorpfin.2021.101941
  8. Boot, A. (2017, December 23). The Future of Banking: From Scale & Scope Economies to Fintech. European Economy: Banks, Regulation, and the Real Sector. Retrieved from https://european-economy.eu/2017-2/the-future-of-banking-from-scale-scope-economiesto-fintech/
  9. Boston Group Consulting. (2020). Global Digital Wealth Management Report 2019-2020. LU.com. Retrieved 2 20, 2022
  10. Boukherouaa, E., AlAjmi, K., Deodoro, J., Farias, A., & Ravikumar, R. (2021, June). Powering the Digital Economy: Opportunities and Risks of Artificial Intelligence in Finance. Departmental Papers. Retrieved from https://www.elibrary.imf.org/view/journals/087/2021/024/article-A001-en.xml10.5089/9781589063952.087
  11. Damerji, H. (2019, November). Technology Readiness Impact on Artificial Intelligence Technology Adoption by Accounting Students. Organizational Leadership. doi: https://doi.org/10.1080/09639284.2021.1872035
  12. Dapp, T. F. (2015). Fintech reloaded – Traditional banks as digital ecosystems. Deutsche Bank. Retrieved 2 22, 2022
  13. De La Garza, A. (2019, July 8). This AI Software Is ‘Coaching’ Customer Service Workers. Soon It Could Be Bossing You Around, Too. Artificial Intelligence in The Time Magazine.
  14. Deloitte. (2017). Blockchain in banking. Retrieved 2 21, 2022, from https://www2.deloitte.com/content/dam/Deloitte/in/Documents/strategy/in-strategyinnovation-blockchain-in-banking-noexp.pdf
  15. Futurism. (2017, August 3). An AI Completed 360,000 Hours of Finance Work in Just Seconds. Retrieved from FUTURISM: https://futurism.com/an-ai-completed-360000-hours-offinance-work-in-just-seconds
  16. Hornuf, L., Klus, M. F., Lohwasser, T. S., & Schwienbacher, A. (2020, May). How do banks interact with fintech startups? Small Bus Econ, 57, 1505-1526. doi:https://doi.org/10.1007/s11187-020-00359-3
  17. Inn, L. (2016). Fintech: Ecosystem and Business Models. Advanced Science and Technology Letters, 142, 57-62.10.14257/astl.2016.142.10
  18. Jarvis, R., & Han, H. (2021, October 29). FinTech Innovation: Review and Future Research Direction. Int J Bank Fin Ins Tech, 1(1). Retrieved from https://researchlakejournals.com/index.php/IJBFIT/article/view/12610.61797/ijbfit.v1i1.126
  19. Khan, S., & Iqbal, M. (2020, June). AI-Powered Customer Service: Does it Optimize Customer Experience? Conference: 2020 8th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions) (ICRITO). doi:DOI:10.1109/ICRITO48877.2020.9198004
  20. Kute, D. V., Pradhan, B., Nagesh, S., & Abdullah, A. (2021, June). Deep Learning and Explainable Artificial Intelligence Techniques Applied for Detecting Money Laundering–A Critical Review. IEEE Access, 9. doi:10.1109/ACCESS.2021.3086230
  21. Longinus Chukwudi, O., Echefu, S. C., Uche Boniface, U., & Nnenna Victoria, C. (2018). Effect of Artificial Intelligence on the Performance of Accounting Operations among Accounting Firms in South East Nigeria. Asian Journal of Economics, Business and Accounting, 7(2), 1-11. doi:https://doi.org/10.9734/AJEBA/2018/41641
  22. Luisa, K., Wunderlich, N., & Beck, R. (2019). Artificial Intelligence for the Financial Services Industry: What Challenges Organizations to Succeed. Proceedings of the 52nd Hawaii International Conference on System Sciences | 2019.
  23. Mahalakshmi, V., Kulkarni, N., Kumar, K., Kumar, K., Sree, D., & Durga, S. (2021). The Role of implementing Artificial Intelligence and Machine Learning Technologies in the financial services Industry for creating Competitive Intelligence. doi:10.1016/j.matpr.2021.11.577.
  24. Mixson, E. (2021, March 5). AI Innovation at Bank of America. Retrieved from AI Data & Analytics Network: https://www.aidataanalytics.network/data-science-ai/articles/aiinnovation-at-bank-of-america
  25. Mohan, D. (2020). The Financial Service Guide to FinTech: Driving banking innovation through effective partnership. In M. Devie, The Financial Service Guide to FinTech: Driving banking innovation through effective partnership. London. Retrieved February 1, 2022
  26. Naqvi, A. (2020). Artificial Intelligence For Audit, Forensic Accounting, and Valuation. Hooken, New Jersey: JohnWiley & Sons, Inc. Retrieved November 27, 202110.1002/9781119601906
  27. Navaretti, G. B., Calzolari, G., & Pozzolo, A. F. (2017). FinTech and Banks: Friends or Foes? EUROPEAN ECONOMY: BANKS, REGULATION, ANDTHE REAL SECTOR. Retrieved from https://european-economy.eu/wp-content/uploads/2018/01/EE_2.2017-2.pdf
  28. Nicoletti, B. (2017). The Future of Fintech: Integrating Finance and Technology in Financial Services. Rome, Italy. doi:DOI 10.1007/978-3-319-51415-4
  29. Omar, A., Mustafa, A., & Clutterbuckc, Y. D. (2020, October). The state of play of blockchain technology in the financial services sector: A systematic literature review. International Journal of Information Management, 54. doi:https://doi.org/10.1016/j.ijinfomgt.2020.102199
  30. Peterson-Johnson, E.-T. (2018, November). Machine Learning & Lending: Banco Santander’s Response to Banking Sector Disruption. Retrieved 1 14, 2022, from https://digital.hbs.edu/platform-rctom/submission/machine-learning-lending-bancosantanders-response-to-banking-sector-disruption/
  31. Sean, S. S. (2020). Blockchain, Artificial Intelligence and Financial Services (Vol. 1). Cham, Switzerland: Springer. doi:https://doi.org/10.1007/978-3-030-29761-9
  32. Shaffer, K. J., Gaumer, C. J., & Bradley, K. P. (2020). Artificial intelligence products reshape accounting: time to re-train. Development and Learning in Organizations, 34, 41-43. doi:https://doi.org/10.1108/DLO-10-2019-0242
  33. Shanmuganathan, M. (2020, September). Behavioural finance in an era of artificial intelligence: Longitudinal case study of robo-advisors in investment decisions. Journal of Behavioral and Experimental Finance, 27. doi:https://doi.org/10.1016/j.jbef.2020.100297
  34. Smith, S. S. (2020). Blockchain, Artificial Intelligence and Financial Services. Cham: Springer. doi:https://doi.org/10.1007/978-3-030-29761-9
  35. Stancheva, E. (2018). How Artificial Intelligence is Challenging Accounting Profession. 12, 126-141.
  36. Sutton, S. G., Holt, M., & Arnold, V. (2016, July 14). “The reports of my death are greatly exaggerated” – Artificial intelligence research in accounting. International Journal of Accounting Information Systems, 22(September 2016), 60-73. doi:https://doi.org/10.1016/j.accinf.2016.07.005.
  37. Swan, M. (2018). Chapter Five - Blockchain for Business: Next-Generation Enterprise Artificial Intelligence Systems. Advances in Computers, 111, 121-162. doi:https://doi.org/10.1016/bs.adcom.2018.03.013
  38. Taddeo, M., McCutcheon, T., & Floridi, L. (2019, November). Trusting artificial intelligence in cybersecurity is a double-edged sword. Nature Machine Intelligence. doi:https://doi.org/10.1038/s42256-019-0109-1
  39. The Economist. (2017, 1 23). Machine-learning promises to shake up large swathes of finance. Retrieved 2022, from https://www.economist.com/finance-andeconomics/2017/05/25/machine-learning-promises-to-shake-up-large-swathes-of-finance
  40. Valverde, S. C., & Fernandez, F. R. (2020). Financial Digitalization: Banks, Fintech, Bigtech, and Consumers. Journal of Financial Management, Markets and Institutions, 8(1), 13.10.1142/S2282717X20400010
  41. Voican, O. (2020). The Digital Transformation and Disruption in Business Models of the Banks under the Impact of FinTech and BigTech. Database Systems Journa, 6, 117-127. Retrieved 1 4, 2022
  42. Von Bulow, F. (2021, July 14). Journey to AI Blog. Retrieved February 1, 2022, from www.IBM.com: https://www.ibm.com/blogs/journey-to-ai/2021/07/citi-transformscritical-internal-audit-with-machine-learning-nlp-and-ai/
  43. Young, M. (2018, May 15). Discovering the children of AI: Machine learning & deep learning. Retrieved 1 24, 2022, from Functionize.com: https://www.functionize.com/blog/discovering-the-children-of-ai-machine-learning-deep-learning
  44. Zhang, L. (2020). Analysis on the influence of Artificial Intelligence Development on Accounting. International Conference on Big Data, Artificial Intelligence and Internet of Things Engineering (ICBAIE).
  45. Zhang, Y., Xiong, F., & Fan, X. (2020). The Impact of Artificial Intelligence and Blockchain on the Accounting Profession. EEE Access, 8, 110461-110477. doi:10.1109/ACCESS.2020.3000505
  46. Zimmer, E. (2022, January 18). CashPro Forecasting: Bank of America’s new AI and machine learning tool. Retrieved from ZDnet.com: https://www.zdnet.com/article/bank-of-americaannounces-ai-and-machine-learning-cashpro-forecastingtool/#:~: text=Bank%20of%20America%20announced%20Friday,to%20create%20accurate%20financial%20forecasts.
Language: English
Page range: 837 - 848
Published on: Aug 8, 2022
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2022 Nermin Sharbek, published by Bucharest University of Economic Studies
This work is licensed under the Creative Commons Attribution 4.0 License.