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Business Process Deviance Mining
2018Definition Business process deviance mining refers to the problem of (automatically) detecting and explaining deviant executions of a business process based on the historical data stored in a given Business Process Event Log (called hereinafter event log for the sake of conciseness).
Francesco Folino, Luigi Pontieri
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Process Mining: Discovering Direct Successors in Process Logs
2002Workflow management technology requires the existence of explicit process models, i.e. a completely specified workflow design needs to be developed in order to enact a given workflow process. Such a workflow design is time consuming and often subjective and incomplete.
Maruster, L. +3 more
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2015
What are the possibilities for process mining in hospitals? In this book the authors provide an answer to this question by presenting a healthcare reference model that outlines all the different classes of data that are potentially available for process mining in healthcare and the relationships between them. Subsequently, based on this reference model,
Mans, R.S. +2 more
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What are the possibilities for process mining in hospitals? In this book the authors provide an answer to this question by presenting a healthcare reference model that outlines all the different classes of data that are potentially available for process mining in healthcare and the relationships between them. Subsequently, based on this reference model,
Mans, R.S. +2 more
openaire +2 more sources
Multidimensional Process Mining Using Process Cubes
2015Process mining techniques enable the analysis of processes using event data. For structured processes without too many variations, it is possible to show a relative simple model and project performance and conformance information on it. However, if there are multiple classes of cases exhibiting markedly different behaviors, then the overall process ...
Bolt, A., Aalst, van der, W.M.P.
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Process Science in Action: A Literature Review on Process Mining in Business Management
, 2021P. Zerbino, A. Stefanini, D. Aloini
semanticscholar +1 more source
2005
The basic idea of process mining is to extract knowledge from event logs recorded by an information system. Until recently, the information in these event logs was rarely used to analyze the underlying processes. Process mining aims at improving this by providing techniques and tools for discovering process, control, data, organizational, and social ...
Aalst, van der, W.M.P. +1 more
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The basic idea of process mining is to extract knowledge from event logs recorded by an information system. Until recently, the information in these event logs was rarely used to analyze the underlying processes. Process mining aims at improving this by providing techniques and tools for discovering process, control, data, organizational, and social ...
Aalst, van der, W.M.P. +1 more
openaire +1 more source
Initial Insights into Exploratory Process Mining Practices
International Conference on Business Process Management, 2021Francesca Zerbato, P. Soffer, B. Weber
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Process Mining on Blockchain Data: A Case Study of Augur
International Conference on Business Process Management, 2021Richard Hobeck +4 more
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Process Automation and Process Mining in Manufacturing
International Conference on Business Process Management, 2021S. Rinderle-Ma, Juergen Mangler
semanticscholar +1 more source