Designing and Evaluating a Structural Model for Conformance Checking Visualizations
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Date
2024
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
Conformance checking is one of the main operations of process mining with which enterprises can analyse their business processes and consider whether their behaviour follows the desired one, or whether and where it deviates. In order to meaningfully present the results of this family of techniques, an appropriate and accessible visual interaction platform is necessary. However, existing work has focussed primarily on technical aspects, and less on user concerns. To this end, we combine visual analytics concepts with conformance checking. We derive a structural model from literature, which summarizes conformance checking applications, and helps in deriving descriptive models for concrete analyses. We implement our concept prototypically, and evaluate it in a user study, thereby showing the structural model's ability to help in creating accessible and appropriate visualizations for conformance checking.
Description
CCS Concepts: Human-centered computing → Visual analytics; Information systems → Data mining; Applied computing → Business process management
@inproceedings{10.2312:vipra.20241101,
booktitle = {VIPRA 2024 - Visual Process Analytics Workshop},
editor = {Arleo, Alessio and van den Elzen, Stef and von Landesberger, Tatiana and Rehse, Jana-Rebecca and Pufahl, Luise and Zerbato, Francesca},
title = {{Designing and Evaluating a Structural Model for Conformance Checking Visualizations}},
author = {Klessascheck, Finn and Knoche, Tom and Pufahl, Luise},
year = {2024},
publisher = {The Eurographics Association},
ISBN = {978-3-03868-254-7},
DOI = {10.2312/vipra.20241101}
}