Process mining techniques and applications–A systematic mapping study

C dos Santos Garcia, A Meincheim, ERF Junior… - Expert Systems with …, 2019 - Elsevier
Process mining is a growing and promising study area focused on understanding processes
and to help capture the more significant findings during real execution rather than, those …

Process science in action: A literature review on process mining in business management

P Zerbino, A Stefanini, D Aloini - Technological Forecasting and Social …, 2021 - Elsevier
Process Mining is a new kind of Business Analytics and has emerged as a powerful family of
Process Science techniques for analysing and improving business processes. Although …

[HTML][HTML] Embedding process mining into financial statement audits

M Werner, M Wiese, A Maas - International Journal of Accounting …, 2021 - Elsevier
The audit of financial statements is a complex and highly specialized process. Digitalization
and the increasing automation of transaction processing create new challenges for auditors …

Enabling value stream mapping for internal logistics using multidimensional process mining

D Knoll, G Reinhart, M Prüglmeier - Expert Systems with Applications, 2019 - Elsevier
Pen and paper-based value stream mapping (VSM) is the established tool for recording
processes, identifying waste and deriving recommendations for action. However, today, its …

Data mining definitions and applications for the management of production complexity

G Schuh, G Reinhart, JP Prote, F Sauermann… - Procedia Cirp, 2019 - Elsevier
Production complexity has increased considerably in recent years due to increasing
customer requirements for individual products. At the same time, continuous digitization has …

Natural language processing in-and-for design research

L Siddharth, L Blessing, J Luo - Design Science, 2022 - cambridge.org
We review the scholarly contributions that utilise natural language processing (NLP)
techniques to support the design process. Using a heuristic approach, we gathered 223 …

A generic framework for trace clustering in process mining

F Zandkarimi, JR Rehse, P Soudmand… - … on Process Mining …, 2020 - ieeexplore.ieee.org
The goal of process discovery is to visualize event log data as a process model. In reality,
however, these models are often highly complex. Process trace clustering is a well-studied …

Indoor positioning systems can revolutionise digital lean

TA Tran, T Ruppert, J Abonyi - Applied Sciences, 2021 - mdpi.com
The powerful combination of lean principles and digital technologies accelerates waste
identification and mitigation faster than traditional lean methods. The new digital lean (also …

Advancing Process Audits with Process Mining: A systematic review of trends, challenges, and opportunities

M Imran, S Hamid, MA Ismail - IEEE Access, 2023 - ieeexplore.ieee.org
This systematic literature review focuses on the research area of process audits and
explores the potential of process mining techniques for their enhancement. Traditional …

[PDF][PDF] Turning Big Data into Value: A Literature Review on Business Value Realization from Process Mining.

J Eggers, A Hein - ECIS, 2020 - researchgate.net
In recent years, process mining has emerged as the leading Big Data technology for
business process analysis. By extracting knowledge from event logs readily available in …