Developing a constructor of rules for generating and processing event series

Abstract

The goal of the project is developing tools for generating and preprocessing event logs for process analysis using Process Mining methods. The implementation approach is based on low-code principles. Users should be able to develop their own rules for generating and processing event logs, including additional attributes, – event series. It is based on a multifaceted ontology that includes descriptions of rules (functions) and data. A rule description language was developed, and a user interface (constructor) was implemented for developing rules, an algorithm for interpreting them was described. The logs generated according to the rules are saved in formats that allow interoperability with existing Process Mining tools. The developed prototype shows the practical significance of the proposed approach.