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Process Mining Success Factors and Their Interrelationships
Process mining—a suite of techniques for extracting insights from event logs of Information Systems (IS)—is increasingly being used by a wide range...
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An Expert-Validated Bridging Model for IoT Process Mining
Contextualization is an important challenge in process mining. While Internet of Things (IoT) devices are collecting increasing amounts of data on...
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Process Mining for Detailed Process Analysis
Business processes are at the core of a well-functioning organization. They reflect how information should flow and what actions should be taken to...
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Progressing from Process Mining Insights to Process Improvement: Challenges and Recommendations
Many organizations have adopted process mining to analyze their business processes, gain insights into their performance, and identify improvement...
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The performance assessment framework (PPAFR) for RPA implementation in a loan application process using process mining
When a company decides to automate its business processes by means of RPA (Robotic Process Automation), there are two fundamental questions that need...
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From Process Mining to Enterprise Mining
In digitization projects, a detailed determination of the current situation and validation of the achievement of objectives is usually associated...
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Process mining to discover patterns in patient outcomes in a Psychological Therapies Service
In the mental health sector, Psychological Therapies face numerous challenges including ambiguities over the client and service factors that are...
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Process Mining
In Chapter 1, we introduced three challenges of process mining: process discovery, conformance checking and model enhancement. In this chapter, we...
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Analyzing the Devil’s Quadrangle of Process Instances Through Process Mining
The Devil’s Quadrangle is a framework used in Business Process Management to describe the inherent process performance trade-offs regarding the time,...
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Towards Data-Driven Business Process Redesign Through the Lens of Process Mining Case Studies
Process mining is widely used for business process analysis, but rarely informs Business Process Redesign (BPR) activities. We review process mining...
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Process Mining Handbook
This is an open access book.This book comprises all the single courses given as part of the First Summer School on Process Mining, PMSS 2022, which...
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Grundlagen zum Process Mining im Lieferkettenmanagement
Um ein einheitliches Verständnis der essentiellen Grundlagen in dieser Thesis sicherzustellen, werden wesentliche Termini definiert, beschrieben und...
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Vorgehensweise zur Anwendung von Process Mining
Um die erste Forschungsfrage (FF1) beantworten zu können, wird in diesem Kapitel eine Vorgehensweise zur Anwendung des Process Mining im...
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Bewertung des Process Mining im Lieferkettenmanagement
Im Fokus dieses Kapitels stehen die Beantwortung der zweiten und dritten Forschungsfrage (FF2, FF3), weswegen potentielle Nutzen und Grenzen des...
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Bewertung der Anwendung des Process Mining im Lieferkettenmanagement Eine empirische Untersuchung am Fallbeispiel eines Süßwarenherstellers
Die Grundlage für den Aufbau widerstandsfähiger Lieferketten bildet die Analyse der Prozesse, die einen Überblick sowie einen Vergleich der geplanten...
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Responsible Process Mining
The prospect of data misuse negatively affecting our life has lead to the concept of responsible data science. It advocates for responsibility to be...
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Putting the SWORD to the Test: Finding Workarounds with Process Mining
Workarounds, or deviations from standardized operating procedures, can indicate discrepancies between theory and practice in work processes....
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A Methodology for the Analysis of Robotic Systems via Process Mining
Robotic systems are widely adopted in various application scenarios. A very complex task for developers is the analysis of robotic systems’ behavior,...
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Robotic Process Mining
User interaction logs allow us to analyze the execution of tasks in a business process at a finer level of granularity than event logs extracted from...