Interacting with Large Process Data: Challenges in Visual Exploration
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Date
2024
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
Information systems across various industries become more common every year. Organizations aim to leverage data collected by such systems to gain useful knowledge and, ultimately, improve their business processes. Process analysis is often facilitated by visual analytics enriched with interactions. However, a systematic evaluation of applicability and implication of use of known interaction techniques to process mining tasks is missing. In this paper, we provide an overview of interaction methods used at Celonis and propose their initial categorization in the context of process mining. We then describe further challenges of interactive visualizations for process analysis from an industry perspective. Finally, we offer directions for future user studies and research to further strengthen the combination of process mining with visual analytics.
Description
CCS Concepts: Human-centered computing → Visual analytics
@inproceedings{10.2312:vipra.20241102,
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 = {{Interacting with Large Process Data: Challenges in Visual Exploration}},
author = {Shurkhovetskyy, Georgiy and Schumacher, Pol and Koytek, Philipp},
year = {2024},
publisher = {The Eurographics Association},
ISBN = {978-3-03868-254-7},
DOI = {10.2312/vipra.20241102}
}