Process Mining Benefits Model: A Preliminary Study

Process mining is a family of tools and techniques that analyzes business process data, collected by information systems, through a process lens. This technology can be used by organizations to discover valuable insights, identify bottlenecks, and improve business processes. However, despite the growing popularity of process mining in the industry, there is limited understanding of its benefits and success factors. This study aims to fill the gap by providing a set of guidelines to understand the benefits and success factors of process mining, as well as potential inhibitors that may hinder such benefits. As the study remains ongoing, this paper provides a preliminary assessment of the benefits and success factors of process mining through a literature review to identify the benefits, success factors, and inhibitors or process mining before we construct a PMBM framework. Our findings will help organizations making an informed decision when adopting process mining to maximize the success factors and remain conscious of the barriers that can hinder the benefits of this technology.

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Publication Details

Published
2024-10-09
DOI
https://doi.org/10.1109/ic3ina64086.2024.10732567
Primary Topic
Business Process Modeling and Analysis
Type
article
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article

Process Mining Benefits Model: A Preliminary Study

Sherah Kurnia, Abel Armas-Cervantes, Nungki Dian Sulistyo Darmayanti, Arti Dian Nastiti
Business Process Modeling and Analysis
article

Process Mining Benefits Model: A Preliminary Study

Sherah Kurnia, Abel Armas-Cervantes, Nungki Dian Sulistyo Darmayanti, Arti Dian Nastiti
article en

Abstract

Process mining is a family of tools and techniques that analyzes business process data, collected by information systems, through a process lens. This technology can be used by organizations to discover valuable insights, identify bottlenecks, and improve business processes. However, despite the growing popularity of process mining in the industry, there is limited understanding of its benefits and success factors. This study aims to fill the gap by providing a set of guidelines to understand the benefits and success factors of process mining, as well as potential inhibitors that may hinder such benefits. As the study remains ongoing, this paper provides a preliminary assessment of the benefits and success factors of process mining through a literature review to identify the benefits, success factors, and inhibitors or process mining before we construct a PMBM framework. Our findings will help organizations making an informed decision when adopting process mining to maximize the success factors and remain conscious of the barriers that can hinder the benefits of this technology.

The University of Melbourne (AU), National Research and Innovation Agency (ID)
Decent work and economic growth
Openalex Percentile: Top 71%
Business Process Modeling and Analysis
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Process Mining Benefits Model: A Preliminary Study — Sherah Kurnia, Abel Armas-Cervantes, et al. · (2024) | TGRS Research Map | TGRS