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Everything about Process mining
Data mining technique using event logs
Process mining is a family of techniques for analyzing event data to understand and improve operational processes. Part of the fields of data science and process management, process mining is generally built on logs that contain case id, a unique identifier for a particular process instance; an activity, a description of the event that is occurring; a timestamp; and sometimes other information such as resources, costs, and so on. Wikipedia →
🧠Start here: a 6-step reading path
- Read the overview: Process miningA 5-minute orientation
- Pick up a classic book: Intelligence BulletinThe most-reprinted book on the subject
- Go sideways: Business process discoveryA closely related topic
- Go sideways: Wil van der AalstA closely related topic
đź“– Definitions
No dictionary entry for this exact phrase.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
- No matching papers found.
đź“š Books worth reading
Intelligence BulletinUnited States. War Department. Military Intelligence Service · 1942
Inside trackUnited States. Bureau of Land Management · 1987
Neural Information ProcessingTingwen Huang · 2012
Cartesian meditationsEdmund Husserl, Dorion Cairns · 1960
The Conspirators HierarchyJohn Coleman · 1992
Treaty Occupationay ToxicologySuelen Queiroz · 2010
Against the WarRoland Menge · 2013- 📕Environmental research on a modified in situ oil shale processUnited States. Oil Shale Task Force. · 1980
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
đź”— Related topics
- Business process discovery Business process discovery (BPD) related to business process management and process mining is a set of techniques that manually or automatically construct…
- Wil van der Aalst Willibrordus Martinus Pancratius van der Aalst (born 29 January 1966) is a Dutch computer scientist and full professor at RWTH Aachen University, leading…
- 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…
- Alpha algorithm The α-algorithm or α-miner is an algorithm used in process mining, aimed at reconstructing causality from a set of sequences of events. It was first put…
- Decision mining Process mining is a technique used to turn event data into insights and actions. Techniques used in process mining such as Process discovery and Conformance…
- Task Force on Process Mining The IEEE Task Force on Process Mining (TFPM) is a non-commercial association for process mining. The IEEE (Institute of Electrical and Electronics Engineers)…
- Streaming conformance checking Streaming conformance checking is a type of doing conformance checking where the deviation (if exists) is reported directly when it happens. Instead of…
- Artifact-centric business process model Artifact-centric business process model represents an operational model of business processes in which the changes and evolution of business data, or business…