Streaming Conformance Checking
Streaming conformance checking is a type of doing conformance checking Business process conformance checking (a.k.a. conformance checking for short) is a family of process mining techniques to compare a process model with an event log of the same process. It is used to check if the actual execution of a business proc ... where the deviation (if exists) is reported directly when it happens. Instead of event log, streaming conformance checking techniques take event stream and process model as input and for each received event from the stream, it will be compared with the model. Differences with conformance checking The conventional conformance checking techniques use event log as input. An event log is a static data source recording the business activities over a time span. After the event log is completely recorded, conformance checking techniques are applied and the deviations, if they exist will be shown. However, this kind of doing conformance has several drawbacks: * Not eno ...
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Conformance Checking
Business process conformance checking (a.k.a. conformance checking for short) is a family of process mining techniques to compare a process model with an event log of the same process. It is used to check if the actual execution of a business process, as recorded in the event log, conforms to the model and vice versa. For instance, there may be a process model indicating that purchase orders of more than one million euros require two checks. Analysis of the event log will show whether this rule is followed or not. Another example is the checking of the so-called “ four-eyes” principle stating that particular activities should not be executed by one and the same person. By scanning the event log using a model specifying these requirements, one can discover potential cases of fraud. Hence, conformance checking may be used to detect, locate and explain deviations, and to measure the severity of these deviations. Overview Conformance checking techniques take as input a process mo ...
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