Andrea Burattin, Ph.D.

Associate Professor, Technical University of Denmark

Extra Monograph Material

Process Mining Techniques in Business Environments

This page contains some links to the material mentioned into the book. These are the sections available:

Software
Log Files Mentioned

Software

HeuristicsMiner++ Algorithm

Plugin for ProM 5.2 (binary and source available, installation instructions)
Sources of the standalone of determination of the parameters configuration

PLG: Process and Logs Generator

PLG2 New Version Available
PLG1
- ProM 6: available through the Package Manager: ProcessLogGenerator
- Standalone version and libraries
- Command line version of the tool (manual)
- ProM 6 Package sources

Distance metric, dendrogram and process set exploration

Implemented in the standalone version of PLG
Sources of the process metrics

Log filter for times

ProM 6: available through the Package Manager: LogTimeFilter
ProM 6 Package sources
Demo video

A-posteriori analysis of Declare models

ProM 6: available through the Package Manager: DeclareAnalyzer
ProM 6 Package sources

Online Heuristics Miner and other stream-related code

ProM 6: available through the Package Manager: StreamHeuristicsMiner
ProM 6 Package sources
Demo video of the event streamer

Role Discovery

ProM 6: available through the Package Manager: Swimlanes
ProM 6 Package sources

Log Files Mentioned

Not all files mentioned in the book are publicly avaiable. However, the following list of files contains those that can be released:

Log used to test HeuristicsMiner++
- DOI: 10.5281/zenodo.19227
Logs used for the validation of the role discovery
Logs and models used for the automatic identification of the best mining parameters
Logs for the BPI Challenge 2011

DOI: 10.4121/uuid:d9769f3d-0ab0-4fb8-803b-0d1120ffcf54

Logs for the BPI Challenge 2012
- DOI: 10.4121/3537c19d-6c64-4b1d-815d-915ab0e479da
Logs for the BPI Challenge 2013