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Process Mining Manifesto

Wil M. P. van der Aalst, +78 more
- Vol. 99, Iss: 2, pp 169-194
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TLDR
This manifesto hopes to serve as a guide for software developers, scientists, consultants, business managers, and end-users to increase the maturity of process mining as a new tool to improve the design, control, and support of operational business processes.
Abstract
Process mining techniques are able to extract knowledge from event logs commonly available in today’s information systems. These techniques provide new means to discover, monitor, and improve processes in a variety of application domains. There are two main drivers for the growing interest in process mining. On the one hand, more and more events are being recorded, thus, providing detailed information about the history of processes. On the other hand, there is a need to improve and support business processes in competitive and rapidly changing environments. This manifesto is created by the IEEE Task Force on Process Mining and aims to promote the topic of process mining. Moreover, by defining a set of guiding principles and listing important challenges, this manifesto hopes to serve as a guide for software developers, scientists, consultants, business managers, and end-users. The goal is to increase the maturity of process mining as a new tool to improve the (re)design, control, and support of operational business processes.

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Citations
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Journal ArticleDOI

Business Process Management: A Comprehensive Survey

TL;DR: The practical relevance of BPM and rapid developments over the last decade justify a comprehensive survey and an overview of the state-of-the-art in BPM.
Journal ArticleDOI

Process mining

TL;DR: Using real event data to X-ray business processes helps ensure conformance between design and reality.
Book ChapterDOI

Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour

TL;DR: In this paper, the authors present a technique able to cope with infrequent behaviour and large event logs, while ensuring soundness, which has been implemented in ProM and compared with existing approaches in terms of quality and performance.
BookDOI

Enabling Flexibility in Process-Aware Information Systems

TL;DR: This chapter deals with the flexibility needs of both pre-specified and loosely-specified processes and elicitates requirements for flexible process support in a PAIS.
Journal ArticleDOI

Process Mining: Overview and Opportunities

TL;DR: This article introduces process mining as a new research field and summarizes the guiding principles and challenges described in the manifesto.
References
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Book

Process Mining: Discovery, Conformance and Enhancement of Business Processes

TL;DR: This book provides real-world techniques for monitoring and analyzing processes in real time and is a powerful new tool destined to play a key role in business process management.
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What are the process mining manifesto?

The paper does not explicitly mention the contents of the process mining manifesto.