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Chapter and Conference Paper
Turning Logs into Lumber: Preprocessing Tasks in Process Mining
Event logs are invaluable for conducting process mining projects, offering insights into process improvement and data-driven decision-making. However, data quality issues affect the correctness and trustworthi...
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Chapter and Conference Paper
From Process Mining Insights to Process Improvement: All Talk and No Action?
Organizations from various domains use process mining to better understand, analyze, and improve their business processes. While the overall value of process mining has been shown in several contexts, little i...
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Chapter and Conference Paper
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 opportunities. Several academic case studies and reports from ...
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Chapter and Conference Paper
From Loss of Interest to Denial: A Study on the Terminators of Process Mining Initiatives
Process mining has been used to obtain insights into work processes in various industries. While there is plenty of evidence that process mining has helped a number of organizations to improve their processes,...
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Chapter and Conference Paper
Supporting Event Log Extraction Based on Matching
Process mining allows organizations to obtain relevant insights into the execution of their processes. However, the starting point of any process mining analysis is an event log, which is typically not readily...
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Article
Recommendations for visual feedback about problems within BPMN process models
Business process modeling is a key task in business process management because, besides representing processes, the process models are used, for example, for communication purposes among stakeholders. When not...
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Chapter and Conference Paper
Towards Understanding the Role of the Human in Event Log Extraction
Process mining is widely used to visualize, analyze, and improve business processes. However, often its application is hindered by the considerable preparation effort that needs to be conducted by humans. One ...
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Chapter and Conference Paper
Pair Modeling: Does One Plus One Add Up?
Pair programming is a technique where two programmers work together. This technique offers benefits such as improved quality of the code, faster task completion, and increased participant satisfaction. Existin...
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Chapter and Conference Paper
A Complementary Analysis of the Behavior of BPMN Tools Regarding Process Modeling Problems
Business process models are essential for organizations, enabling participants to understand the business processes in which they are involved. These models are mainly designed using process modeling tools, su...
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Chapter and Conference Paper
Anti-patterns for Process Modeling Problems: An Analysis of BPMN 2.0-Based Tools Behavior
Process modeling is increasingly conducted in business by non-expert modelers. For this reason, the increasing uptake of notations like BPMN has been accompanied by problems such syntactic and semantic errors...
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Chapter and Conference Paper
An Interface Prototype Proposal to a Semiautomatic Process Model Verification Method Based on Process Modeling Guidelines
The design of comprehensible process models is a very complex task. In order to obtain them, process analysts usually rely on process modeling guidelines. This is specially true when dealing with collections c...