Artificial Intelligence in Software Engineering: Transforming Development Paradigms in Financial Services through Machine Learning Innovations
Independent Researcher.
Research Article
World Journal of Advanced Research and Reviews, 2019, 02(01), 050–062
Article DOI: 10.30574/wjarr.2019.2.1.0007
Publication history:
Received on 20 March 2019; revised on 13 May 2019; accepted on 17 May 2019
Abstract:
The use of AI in software engineering has made immense changes in the development paradigms, including the application of ML. This paper discusses how to improve traditional methods with the development of AI-based approaches in software engineering sciences up to 2019. In this paper, we specifically explore the advantages that have stemmed from ML innovations to determine how such technologies enhanced the productivity rates for the development systems, automated repetitive chores, optimized the development cycles, and addressed the issues of defect control. In this comparative study, different aspects of ML models and their growth and use over time have been described, along with yearly utilization and an analysis of graphs showing the trend of AI integration. Reflections based on this historical period stress the transformative processes in software engineering practices and the development of AI as an enabler. Lastly, the paper concludes the observed transformational effects of AI in applied domains, highlights the limitations and maps potential future directions for applying AI to address emerging and unresolved issues in software engineering. Overall, this work offers a fundamental angle of view to assessing AI as a critical actor in remaking program construction before 2020.
Keywords:
Artificial Intelligence in Software Engineering; Machine Learning Innovations; Development Paradigm Shift; AI-Driven Software Development; Historical AI Adoption Trends; Financial Service
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Copyright © 2019 Author(s) retain the copyright of this article. This article is published under the terms of the Creative Commons Attribution Liscense 4.0