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Process science in action: A literature review on process mining in business management
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 …
Process Science techniques for analysing and improving business processes. Although …
[KNYGA][B] Fundamentals of business process management
Business processes represent a core asset of corporations. They have direct impact on the
attractiveness of products and services as perceived by the market. They determine tasks …
attractiveness of products and services as perceived by the market. They determine tasks …
Automated manufacturing system discovery and digital twin generation
The latest developments in industry involved the deployment of digital twins for both long
and short term decision making, such as supply chain management, production planning …
and short term decision making, such as supply chain management, production planning …
Quality-informed semi-automated event log generation for process mining
Process mining, as with any form of data analysis, relies heavily on the quality of input data
to generate accurate and reliable results. A fit-for-purpose event log nearly always requires …
to generate accurate and reliable results. A fit-for-purpose event log nearly always requires …
Automated digital twin generation of manufacturing systems with complex material flows: graph model completion
Industry 4.0 determined the emergence of technologies that enable data-driven production
planning and control approaches. A digital model can be used to make decisions based on …
planning and control approaches. A digital model can be used to make decisions based on …
Challenges of smart business process management: An introduction to the special issue
This paper describes the foundations of smart business process management and serves as
an editorial to the corresponding special issue. To this end, we introduce a framework that …
an editorial to the corresponding special issue. To this end, we introduce a framework that …
Unbiased, fine-grained description of processes performance from event data
Performance is central to processes management and event data provides the most
objective source for analyzing and improving performance. Current process mining …
objective source for analyzing and improving performance. Current process mining …
Enhancing event log quality: Detecting and quantifying timestamp imperfections
Timestamp information recorded in event logs plays a crucial role in uncovering meaningful
insights into business process performance and behaviour via Process Mining techniques …
insights into business process performance and behaviour via Process Mining techniques …
Process mining for dynamic modeling of smart manufacturing systems: data requirements
Modern manufacturing systems can benefit from the use of digital tools to support both short-
and long-term decisions. Meanwhile, such systems reached a high level of complexity and …
and long-term decisions. Meanwhile, such systems reached a high level of complexity and …
Detection of batch activities from event logs
Organizations carry out a variety of business processes in order to serve their clients.
Usually supported by information technology and systems, process execution data is logged …
Usually supported by information technology and systems, process execution data is logged …
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