A framework for cost-aware process management : cost reporting and cost prediction


Autoria(s): Wynn, Moe T.; Low, Wei Zhe; ter Hofstede, Arthur H.M.; Nauta, Wiebe
Data(s)

2014

Resumo

Organisations are constantly seeking efficiency gains for their business processes in terms of time and cost. Management accounting enables detailed cost reporting of business operations for decision making purposes, although significant effort is required to gather accurate operational data. Process mining, on the other hand, may provide valuable insight into processes through analysis of events recorded in logs by IT systems, but its primary focus is not on cost implications. In this paper, a framework is proposed which aims to exploit the strengths of both fields in order to better support management decisions on cost control. This is achieved by automatically merging cost data with historical data from event logs for the purposes of monitoring, predicting, and reporting process-related costs. The on-demand generation of accurate, relevant and timely cost reports, in a style akin to reports in the area of management accounting, will also be illustrated. This is achieved through extending the open-source process mining framework ProM.

Formato

application/pdf

application/pdf

Identificador

http://eprints.qut.edu.au/63036/

Publicador

Graz University of Technology, Institut für Informationssysteme und Computer Medien

Relação

http://eprints.qut.edu.au/63036/1/jucs_costmining.pdf

http://eprints.qut.edu.au/63036/4/jucs_20_03_0406_0430_wynn.pdf

http://www.jucs.org/jucs_20_3/a_framework_for_cost

Wynn, Moe T., Low, Wei Zhe, ter Hofstede, Arthur H.M., & Nauta, Wiebe (2014) A framework for cost-aware process management : cost reporting and cost prediction. Journal of Universal Computer Science, 20(3), pp. 406-430.

http://purl.org/au-research/grants/ARC/DP120101624

Direitos

Copyright 2014 Journal of Universal Computer Science

Fonte

Faculty of Science and Technology; School of Information Systems

Palavras-Chave #080600 INFORMATION SYSTEMS #Business process management #management accounting #process mining #cost reporting #cost prediction
Tipo

Journal Article