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
} }
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