Scalable process discovery and conformance checking
نویسندگان
چکیده
منابع مشابه
Process Discovery and Conformance Checking Using Passages
The two most prominent process mining tasks are process discovery (i.e., learning a process model from an event log) and conformance checking (i.e., diagnosing and quantifying differences between observed and modeled behavior). The increasing availability of event data makes these tasks highly relevant for process analysis and improvement. Therefore, process mining is considered to be one of th...
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Process mining techniques have matured over the last decade and more and more organization started to use this new technology. The two most important types of process mining are process discovery (i.e., learning a process model from example behavior recorded in an event log) and conformance checking (i.e., comparing modeled behavior with observed behavior). Process mining is motivated by the av...
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Process mining is becoming a widely adopted practice. However, when the underlying process contains multi-instantiation of sub-processes, classical process mining techniques that assume a flat process are not directly applicable. Their application can cause one of two problems: either the mined model is overly general, allowing arbitrary order and execution frequency of activities in the sub-pr...
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ژورنال
عنوان ژورنال: Software & Systems Modeling
سال: 2016
ISSN: 1619-1366,1619-1374
DOI: 10.1007/s10270-016-0545-x