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E-banking operational risk assessment. A soft computing approach in the context of the Nigerian banking industry.

机译:电子银行操作风险评估。尼日利亚银行业中的一种软计算方法。

摘要

This study investigates E-banking Operational Risk Assessment (ORA) to enable the development of a new ORA framework and methodology. The general view is that E-banking systems have modified some of the traditional banking risks, particularly Operational Risk (OR) as suggested by the Basel Committee on Banking Supervision in 2003. In addition, recent E-banking financial losses together with risk management principles and standards raise the need for an effective ORA methodology and framework in the context of E-banking. Moreover, evaluation tools and / or methods for ORA are highly subjective, are still in their infant stages, and have not yet reached a consensus. Therefore, it is essential to develop valid and reliable methods for effective ORA and evaluations.udThe main contribution of this thesis is to apply Fuzzy Inference System (FIS) and Tree Augmented Naïve Bayes (TAN) classifier as standard tools for identifying OR, and measuring OR exposure level. In addition, a new ORA methodology is proposed which consists of four major steps: a risk model, assessment approach, analysis approach and a risk assessment process. Further, a new ORA framework and measurement metrics are proposed with six factors: frequency of triggering event, effectiveness of avoidance barriers, frequency of undesirable operational state, effectiveness of recovery barriers before the risk outcome, approximate cost for Undesirable Operational State (UOS) occurrence, and severity of the risk outcome. udThe study results were reported based on surveys conducted with Nigerian senior banking officers and banking customers. The study revealed that the framework and assessment tools gave good predictions for risk learning and inference in such systems. Thus, results obtained can be considered promising and useful for both E-banking system adopters and future researchers in this area.
机译:这项研究调查了电子银行操作风险评估(ORA),以便能够开发新的ORA框架和方法。普遍的看法是,电子银行系统已经修改了一些传统的银行风险,尤其是巴塞尔银行监管委员会于2003年建议的操作风险(OR)。此外,最近的电子银行财务损失以及风险管理原则和标准提高了在电子银行环境下对有效ORA方法论和框架的需求。此外,ORA的评估工具和/或方法具有很高的主观性,仍处于婴儿期,尚未达成共识。因此,有必要开发有效且可靠的方法进行有效的ORA和评估。 ud本文的主要贡献是应用模糊推理系统(FIS)和树增强朴素贝叶斯(TAN)分类器作为识别OR的标准工具,以及测量或暴露水平。此外,提出了一种新的ORA方法,该方法包括四个主要步骤:风险模型,评估方法,分析方法和风险评估过程。此外,提出了一个新的ORA框架和度量标准,其中包含六个因素:触发事件的频率,回避障碍的有效性,不良操作状态的频率,风险结果之前恢复障碍的有效性,不良操作状态(UOS)发生的近似成本,以及风险结果的严重性。 ud研究结果是根据对尼日利亚高级银行业务人员和银行客户进行的调查报告的。研究表明,框架和评估工具为此类系统中的风险学习和推断提供了良好的预测。因此,对于电子银行系统的采用者和该领域的未来研究者而言,所获得的结果都可以被认为是有希望的和有用的。

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  • 作者

    Ochuko Rita Erhovwo;

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  • 年度 2012
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