Data Storage vs Data Semantics for Object-Centric Event Data

This post summarizes my talk on “Data Storage vs Data Semantics for Object-Centric Event Data” I gave at the XES symposium at the ICPM 2022 conference. I first provide a bit of background and the problem we faced, before I turn to the issue of separating data storage from data semantics. Background Process Mining analysis … Continue reading Data Storage vs Data Semantics for Object-Centric Event Data

The hidden assumptions and forgotten topics of Process Mining, part 2 (Deviations, Patterns, Features)

Also this year, we are organizing the 3rd International workshop on Event Data and Behavioral Analytics (EdbA’22) at the ICPM’22. Part of our workshop philosophy is to dedicate half of the time to open discussions on the topics of the workshop. The discussion often turns to what makes the problems we are looking at difficult … Continue reading The hidden assumptions and forgotten topics of Process Mining, part 2 (Deviations, Patterns, Features)

The hidden assumptions and forgotten topics of Process Mining, part 1 (Human Behavior)

Also this year, we are organizing the 3rd International workshop on Event Data and Behavioral Analytics (EdbA’22) at the ICPM’22. Part of our workshop philosophy is to dedicate half of the time to open discussions on the topics of the workshop. The discussion often turns to what makes the problems we are looking at difficult … Continue reading The hidden assumptions and forgotten topics of Process Mining, part 1 (Human Behavior)

Guide to Multi… Process Mining talks at ICPM 2021 workshops

Process Mining over multiple perspectives, dimensions, objects, entities, abstraction levels, etc. is gaining a lot of attention in the process mining field in 2021. If you want to learn more about the emerging topics in Multi... Process Mining, this short guide has you covered for the workshop day (1st Nov 2021) of the 3rd International … Continue reading Guide to Multi… Process Mining talks at ICPM 2021 workshops

Artifact-Centric Process Mining for ERP-Systems with Multiple Case Identifiers

By Dirk Fahland. Analyzing processes supported by an ERP system such as Order-to-Cash or Purchase-to-Pay are one of the most frequent use cases of process mining. At the same time, they are one of the most challenging, because the processes operate on multiple related data objects such as orders, invoices, and deliveries in n:m relations. … Continue reading Artifact-Centric Process Mining for ERP-Systems with Multiple Case Identifiers