Entropic relevance: A mechanism for measuring stochastic process models discovered from event data

Information Systems(2022)

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摘要
There are many fields of computing in which having access to large volumes of data allows very precise models to be developed. For example, machine learning employs a range of algorithms that deliver important insights based on analysis of data resources. Similarly, process mining develops algorithms that use event data induced by real-world processes to support the modeling of – and hence understanding and long-term improvement of – those processes.
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关键词
Process mining,Conformance checking,Stochastic conformance checking,Model inference,Model quality,Process learning,Explainable AI
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