Analyzing the interaction of the challenges of big data usage in a cloud computing environment

Q2 Economics, Econometrics and Finance
C. Valmohammadi, Fatemeh Varaee
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引用次数: 3

Abstract

The main purpose of this study is to identify and prioritize the challenges of big data in the cloud computing environment in the Iranian banking sector. Based on an in-depth analysis of the relevant literature the main challenges regarding the utilization of big data in cloud computing environment were determined. Using the Fuzzy Delphi Method (FDM) the important factors from the perspective of the managers and experts of the surveyed banks were screened and finalized. To address the vagueness of human judgments using fuzzy logic and a hybrid approach consisting of decision-making trial and evaluation laboratory (DEMATEL) and analytic network process (ANP), known as FDANP the identified challenges were prioritized. The obtained results revealed that the most important challenge (influential) factor is “Availability”, whilst “Transformation” is the most permeable factor. The findings of the study contribute to the knowledge of the managers and policymakers of the Iranian banking sector.
分析云计算环境中大数据使用挑战的交互作用
本研究的主要目的是确定并优先考虑伊朗银行业云计算环境中大数据的挑战。在深入分析相关文献的基础上,确定了云计算环境下大数据利用面临的主要挑战。利用模糊德尔菲法(FDM)从被调查银行的管理者和专家的角度筛选并最终确定了重要因素。为了解决人类判断的模糊性,使用模糊逻辑和混合方法,包括决策试验和评估实验室(DEMATEL)和分析网络过程(ANP),即FDANP,确定了挑战的优先级。结果表明,最重要的挑战(影响)因素是“可用性”,而“转换”是最具渗透性的因素。研究结果有助于了解伊朗银行业的管理者和决策者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Business Information Review
Business Information Review Economics, Econometrics and Finance-Economics, Econometrics and Finance (miscellaneous)
CiteScore
2.50
自引率
0.00%
发文量
22
期刊介绍: Business Information Review (BIR) is concerned with information and knowledge management within organisations. To be successful organisations need to gain maximum value from exploiting relevant information and knowledge. BIR deals with information strategies and operational good practice across the range of activities required to deliver this information dividend. The journal aims to highlight developments in the economic, social and technological landscapes that will impact the way organisations operate. BIR also provides insights into the factors that contribute to individual professional success.
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