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 …

Systematic mapping of process mining studies in healthcare

TG Erdogan, A Tarhan - IEEE Access, 2018 - ieeexplore.ieee.org
In the last decade, as an emerging technique for business processes management, process
mining (PM) has been applied in many domains, including manufacturing, supply-chain …

Opportunities and challenges for applying process mining in healthcare: a systematic mapping study

MR Dallagassa, C dos Santos Garcia… - Journal of Ambient …, 2022 - Springer
Process mining applies robust methodologies using data mining and machine learning for
pattern recognition, using models that represent the process flow identified by the sequence …

From event logs to goals: a systematic literature review of goal-oriented process mining

M Ghasemi, D Amyot - Requirements Engineering, 2020 - Springer
Process mining helps infer valuable insights about business processes using event logs,
whereas goal modeling focuses on the representation and analysis of competing goals of …

Theorizing process dynamics with directed graphs: A diachronic analysis of digital trace data

B Pentland, E Vaast, JR Wolf - MIS Quarterly, 2021 - par.nsf.gov
The growing availability of digital trace data has generated unprecedented opportunities for
analyzing, explaining, and predicting the dynamics of process change. While research on …

Towards automatic business process redesign: an NLP based approach to extract redesign suggestions

A Mustansir, K Shahzad, MK Malik - Automated software engineering, 2022 - Springer
Business process redesign (BPR) is widely recognized as a key phase of the business
process management lifecycle. However, the existing studies have focused on proposing …

Leveraging machine learning for automatic topic discovery and forecasting of process mining research: A literature review

G Park, M Cho, J Lee - Expert Systems with Applications, 2024 - Elsevier
Process mining is a relatively new discipline that focuses on gaining process-centric
knowledge from event logs collected by enterprise systems. From an academic standpoint …

A real-world service mashup platform based on data integration, information synthesis, and knowledge fusion

L Yu, Y Duan, KC Li - Connection Science, 2021 - Taylor & Francis
Service-oriented architecture (SOA) provides a flexible IT infrastructure in order to deal with
global competition. However, real-world services change their architectures and functions …

[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 …