Combining sonification and visualization for the analysis of process execution data

Tobias Hildebrandt; Felix Amerbauer; Stefanie Rinderle-Ma

doi:10.1109/CBI.2016.47

Combining sonification and visualization for the analysis of process execution data

Tobias Hildebrandt, Felix Amerbauer, Stefanie Rinderle-Ma

Vienna-UNI

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Scopus citations

Abstract

Business process execution data is analyzed for different reasons such as process discovery, performance analysis, or anomaly detection. However, visualizations might suffer from a number of limitations. Sonification (the presentation of data using sound) has been proven to successfully enhance visualization in many domains. Although there exist approaches that apply sonification for real-time monitoring of process executions, so far this technique has not been applied to analyze process execution data ex post. We therefore propose a multi-modal system, combining visualization and sonification, for this purpose. The concepts are evaluated by a prototypical ProM plugin as well as based on a use case.

Original language	English
Title of host publication	Proceedings - CBI 2016
Subtitle of host publication	18th IEEE Conference on Business Informatics
Editors	Elena Kornyshova, Geert Poels, Christian Huemer
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	32-37
Number of pages	6
ISBN (Electronic)	9781509032310
DOIs	https://doi.org/10.1109/CBI.2016.47
State	Published - 9 Dec 2016
Externally published	Yes
Event	18th IEEE Conference on Business Informatics, CBI 2016 - Paris, France Duration: 29 Aug 2016 → 1 Sep 2016

Publication series

Name	Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics
Volume	2

Conference

Conference	18th IEEE Conference on Business Informatics, CBI 2016
Country/Territory	France
City	Paris
Period	29/08/16 → 1/09/16

Keywords

business process management
multi-modal displays
process data analysis
sonification
visualization

Access to Document

10.1109/CBI.2016.47

Cite this

Hildebrandt, T., Amerbauer, F., & Rinderle-Ma, S. (2016). Combining sonification and visualization for the analysis of process execution data. In E. Kornyshova, G. Poels, & C. Huemer (Eds.), Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics (pp. 32-37). Article 7781493 (Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics; Vol. 2). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/CBI.2016.47

Hildebrandt, Tobias ; Amerbauer, Felix ; Rinderle-Ma, Stefanie. / Combining sonification and visualization for the analysis of process execution data. Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics. editor / Elena Kornyshova ; Geert Poels ; Christian Huemer. Institute of Electrical and Electronics Engineers Inc., 2016. pp. 32-37 (Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics).

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title = "Combining sonification and visualization for the analysis of process execution data",

abstract = "Business process execution data is analyzed for different reasons such as process discovery, performance analysis, or anomaly detection. However, visualizations might suffer from a number of limitations. Sonification (the presentation of data using sound) has been proven to successfully enhance visualization in many domains. Although there exist approaches that apply sonification for real-time monitoring of process executions, so far this technique has not been applied to analyze process execution data ex post. We therefore propose a multi-modal system, combining visualization and sonification, for this purpose. The concepts are evaluated by a prototypical ProM plugin as well as based on a use case.",

keywords = "business process management, multi-modal displays, process data analysis, sonification, visualization",

author = "Tobias Hildebrandt and Felix Amerbauer and Stefanie Rinderle-Ma",

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year = "2016",

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language = "English",

series = "Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics",

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Hildebrandt, T, Amerbauer, F & Rinderle-Ma, S 2016, Combining sonification and visualization for the analysis of process execution data. in E Kornyshova, G Poels & C Huemer (eds), Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics., 7781493, Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics, vol. 2, Institute of Electrical and Electronics Engineers Inc., pp. 32-37, 18th IEEE Conference on Business Informatics, CBI 2016, Paris, France, 29/08/16. https://doi.org/10.1109/CBI.2016.47

Combining sonification and visualization for the analysis of process execution data. / Hildebrandt, Tobias; Amerbauer, Felix; Rinderle-Ma, Stefanie.
Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics. ed. / Elena Kornyshova; Geert Poels; Christian Huemer. Institute of Electrical and Electronics Engineers Inc., 2016. p. 32-37 7781493 (Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics; Vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Amerbauer, Felix

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N2 - Business process execution data is analyzed for different reasons such as process discovery, performance analysis, or anomaly detection. However, visualizations might suffer from a number of limitations. Sonification (the presentation of data using sound) has been proven to successfully enhance visualization in many domains. Although there exist approaches that apply sonification for real-time monitoring of process executions, so far this technique has not been applied to analyze process execution data ex post. We therefore propose a multi-modal system, combining visualization and sonification, for this purpose. The concepts are evaluated by a prototypical ProM plugin as well as based on a use case.

AB - Business process execution data is analyzed for different reasons such as process discovery, performance analysis, or anomaly detection. However, visualizations might suffer from a number of limitations. Sonification (the presentation of data using sound) has been proven to successfully enhance visualization in many domains. Although there exist approaches that apply sonification for real-time monitoring of process executions, so far this technique has not been applied to analyze process execution data ex post. We therefore propose a multi-modal system, combining visualization and sonification, for this purpose. The concepts are evaluated by a prototypical ProM plugin as well as based on a use case.

KW - business process management

KW - multi-modal displays

KW - process data analysis

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KW - visualization

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M3 - Conference contribution

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Hildebrandt T, Amerbauer F, Rinderle-Ma S. Combining sonification and visualization for the analysis of process execution data. In Kornyshova E, Poels G, Huemer C, editors, Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics. Institute of Electrical and Electronics Engineers Inc. 2016. p. 32-37. 7781493. (Proceedings - CBI 2016: 18th IEEE Conference on Business Informatics). doi: 10.1109/CBI.2016.47

Combining sonification and visualization for the analysis of process execution data

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Keywords

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