학술논문

Utilization of Big Data Analytics for Risk Management
Document Type
Conference
Source
2022 4th International Conference on Inventive Research in Computing Applications (ICIRCA) Inventive Research in Computing Applications (ICIRCA), 2022 4th International Conference on. :1559-1565 Sep, 2022
Subject
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Robotics and Control Systems
Deep learning
Computational modeling
Bibliographies
Companies
Big Data
Mathematical models
Data models
“Big Data”
“Risk management”
potential risks
“Artificial intelligence”
Language
Abstract
Big data (BD) is a form of data, which contains a huge variety and grows exponentially with time. Additionally, risk management also becomes an important part of an organisation so that they can identify their future potential risks and develop new strategies for maximising organisational success. This paper has aimed to analyse different ways of using BD analytics regarding risk management of organisations. In order to achieve research aim, the paper has conducted literature review, where it has discussed different forms of big data and different organisations that use big data regarding risk management. It has only used topic-related existing resources to get a clear insight into this topic. Additionally, it has considered a secondary research method, where it has collected secondary data from currently available journals and articles so that it could understand perspectives of other authors on this topic. Based on collected information, it has conducted a thematic analysis. Findings of this research paper indicated that utilisation of big data could help businesses to identify fraud, financial risk and potential risk factors regarding their business operations. Moreover, several large organisations are significantly utilising BD for their business works and they are using different big data technologies including, AI, and R-programming. Hence, it has been concluded that in this digital era, when there are increased issues of fraud and cyber-threats, Big data helps in identifying risks and opportunities and making fact-based decisions. Additionally, all these technologies are offering extensive positive results to companies in terms of risk management.