Systems Mining with Heraklit: The Next Step

TL;DR

This paper introduces systems mining as an advanced approach following process mining, focusing on detailed behavioral models enriched with data information to systematically deduce comprehensive system models.

Contribution

It proposes a novel systems mining methodology that provides more detailed and data-enriched system models compared to traditional process mining techniques.

Findings

Develops a systematic approach to construct detailed system models

Enriches behavioral models with data information

Enables deduction of comprehensive system models from detailed behavior

Abstract

We suggest systems mining as the next step after process mining. Systems mining starts with a more careful investigation of runs, and constructs a detailed model of behavior, more subtle than classical process mining. The resulting model is enriched with information about data. From this model, a system model can be deduced in a systematic way.