Process Mining¶
van der Aalst, W. (2016). Process Mining: Data Science in Action. Springer.
Cited by¶
4 citations across 4 artifacts.
Each citation links to the sentence it supports in the citing article.
Mechanisms¶
- Event Trace Process Mining
- It rests on the established discipline of process mining and its conformance-checking
This sourceDefines conformance checking as comparing event-log behavior with a process model and diagnosing where observed behavior deviates.
- It rests on the established discipline of process mining and its conformance-checking
- Process-Mining Nominal-Actual Comparison
- Replay against the documented model. Each trace is checked for conformance to the nominal control sequence, marking skipped steps, out-of-order events, and undocumented variants.
This sourceDefines conformance checking as comparing event-log traces with a process model to diagnose missing activities, order deviations, and undocumented variants.
- Replay against the documented model. Each trace is checked for conformance to the nominal control sequence, marking skipped steps, out-of-order events, and undocumented variants.
- Process Mining Review
- Its strength is objectivity and coverage: it reconstructs the real path over every case, free of the sampling bias and recall error that dog interviews, and it surfaces bottleneck queues and rework loops no one would confess to.
This sourceUses recorded event data to reveal actual process flows, deviations, bottlenecks, and rework.
- Its strength is objectivity and coverage: it reconstructs the real path over every case, free of the sampling bias and recall error that dog interviews, and it surfaces bottleneck queues and rework loops no one would confess to.
- Process Mining / Trace Analysis
- And it surfaces the conflicts: the traces where events happen out of the intended order, which conformance checking marks as deviations against the reference model.
This sourceDefines conformance checking as comparing event traces with a reference process model to identify deviations in observed event order.
- And it surfaces the conflicts: the traces where events happen out of the intended order, which conformance checking marks as deviations against the reference model.
Verification¶
Does it exist? Confirmed. This work's DOI resolves to a registered record, which fixes its identity. That is all it fixes.
Does it back the claim? Not recorded. Neither this nor any other of the 4 citations of this work carries a recorded support check.
Support is checked per citation rather than per work — the same source can be cited soundly in one article and wrongly in another. Per-citation recording began recently, so a citation with no recorded check is a gap in the record rather than evidence it went unchecked.
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Registry ID ref:538914a2a28c · see in the full table