Business Process Mining and Reconstruction for Financial Audits
Authors:
- Michael WernerMWMichael Werner
- Nick GehrkeNGNick Gehrke
- Markus NuttgensMNMarkus Nuttgens
- 1 January 2012
- conference paper
- Published by Institute of Electrical and Electronics Engineers (IEEE)
- No. 15301605,p. 5350-5359
Abstract
In modern companies business processes and information systems are highly integrated and transactions are executed system based and automated. The data generated in the course of processing transactions commonly provides the basis for internal and external financial reporting. The financial statements are subject to audits due to regulatory requirements. Contemporary audit approaches take into account internal control frameworks over relevant business processes and underlying information systems, but they lack adequate audit procedures needed to handle voluminous data flows when business processes are highly integrated and automated. We face a discrepancy between an integrated and automated transaction processing on the one side and manual audit procedures on the other. Financial audits would be more effective and efficient if an audit approach with system based and automated procedures would be applied. This article describes how business process mining and reconstruction of mined processes can be used to overcome this discrepancy.Keywords
This publication has 21 references indexed in Scilit:
- Process Mining2011
- The ERP Auditlab - A Prototypical Framework for Evaluating Enterprise Resource Planning System Assurance2010
- Business alignment: using process mining as a tool for Delta analysis and conformance testingRequirements Engineering, 2005
- Integrating machine learning and workflow management to support acquisition and adaptation of workflow models2002
- Discovering Workflow Performance Models from Timed Logs2002
- Integrating machine learning and workflow management to support acquisition and adaptation of workflow modelsIntelligent Systems in Accounting, Finance and Management, 2000
- Software process validationACM Transactions on Software Engineering and Methodology, 1999
- Event-based detection of concurrency1998
- Discovering models of software processes from event-based dataACM Transactions on Software Engineering and Methodology, 1998
- THE APPLICATION OF PETRI NETS TO WORKFLOW MANAGEMENTJournal of Circuits, Systems and Computers, 1998