Implementing heuristic miner for information system audit based on DSS01 COBIT5 (Case study: CV Narnia distribution)

Iqbal Tawakkal, A. Kurniati, G. Wisudiawan
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引用次数: 4

Abstract

Information systems are able to support the operational activities and provide useful information for users. In fact almost every large companies implementing information systems, but controlling the information system needs additional efforts, one of which is the audit of information systems. Audit is believed to be able to identify risks and evaluate the adequacy of the important controls on information systems. Audits are generally examining data or document but the modern companies stored more detailed information in event logs, transaction logs, databases, data warehouses etc. In this research, COBIT 5 framework is offered as part of the assessment process improvement initiative or part of a capability determination approach. This research aims to renew two important steps in the assessment process, namely the data collection and validation, using a process mining approach. Thus the information systems audit uses process mining to extract knowledge from event logs into useful information for audit purposes. The output of this study is the finding of how process mining can be combined with other data collection methods to improve the results of the assessment program.
基于DSS01 COBIT5的启发式信息系统审计挖掘器的实现(以CV纳尼亚分布为例)
信息系统能够支持业务活动,并为用户提供有用的信息。事实上,几乎每个大公司都在实施信息系统,但是控制信息系统需要额外的努力,其中之一就是对信息系统的审计。审计被认为能够识别风险并评价信息系统重要控制的充分性。审计通常检查数据或文件,但现代公司将更详细的信息存储在事件日志、事务日志、数据库、数据仓库等中。在这项研究中,COBIT 5框架是作为评估过程改进计划的一部分或能力确定方法的一部分提供的。本研究旨在更新评估过程中的两个重要步骤,即数据收集和验证,使用过程挖掘方法。因此,信息系统审计使用流程挖掘将事件日志中的知识提取为有用的审计信息。本研究的结果是发现如何将过程挖掘与其他数据收集方法相结合,以改善评估方案的结果。
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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