Quotation Mendling, Jan, Djurica, Djordje, Malinova Mandelburger, Monika. 2021. Cognitive Effectiveness of Representations for Process Mining. In International Conference on Business Process Management, Hrsg. Polyvyanyy, A., Wynn, M.T., Van Looy, A., Reichert, M, 17-22. Rome, Italy: None.


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Abstract

This paper raises the issue that visual representations generated by process mining techniques have mostly been evaluated from a precision and recall angle. We observe this to be a problem, because it hardly takes into account how effective these representations are for users and for which analysis tasks they are useful. We aim to rectify this research problem by developing a cognitive perspective for researching process mining. To this end, we build both on the CogniDia framework for effective cognitive processing of diagrams and an initial list of process mining analysis tasks.

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Publication's profile

Status of publication Published
Affiliation WU
Type of publication Contribution to conference proceedings
Language English
Title Cognitive Effectiveness of Representations for Process Mining
Title of whole publication International Conference on Business Process Management
Editor Polyvyanyy, A., Wynn, M.T., Van Looy, A., Reichert, M
Page from 17
Page to 22
Location Rome, Italy
Year 2021
ISBN 978-3-030-85469-0
Open Access N

Associations

Projects
A Method for Facilitating Process Exploration
People
Mendling, Jan (Details)
Djurica, Djordje (Details)
Malinova Mandelburger, Monika (Details)
Organization
Institute for Data, Process and Knowledge Management IN (Details)
Research areas (Ă–STAT Classification 'Statistik Austria')
5367 Management information systems (Details)
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