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1-3 of 3
Keywords: process mining
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Journal Articles
Integrating Process Mining and Machine Learning for Advanced Internal Control Evaluation in Auditing
Journal:
Journal of Information Systems
Journal of Information Systems 1–21.
Published: 19 August 2024
...Huijue Kelly Duan; Miklos A. Vasarhelyi; Mauricio Codesso ABSTRACT This study proposes an internal control evaluation model that incorporates process mining and machine learning into audit procedures. The model consists of four components: process mining analysis, rule-based variant analysis...
Journal Articles
Journal:
Journal of Information Systems
Journal of Information Systems (2024) 38 (1): 67–89.
Published: 01 March 2024
... 12 2023 10 12 2023 2024 auditing process deviations process mining deviation categories Being in control of the core business processes does not only support an organization in creating customer value in an efficient way, it is also the key to managing risk. That is why...
Journal Articles
Journal:
Journal of Information Systems
Journal of Information Systems (2019) 33 (2): 205–222.
Published: 01 June 2019
... specialized and scarce technical knowledge. This study presents audit procedures that follow a new approach. Instead of manually testing internal controls, automated procedures search for the absence of those controls. Process mining techniques are combined with advanced statistical analysis where process...