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2019 | OriginalPaper | Buchkapitel

An Approach for the Automated Generation of Engaging Dashboards

verfasst von : Ünal Aksu, Adela del-Río-Ortega, Manuel Resinas, Hajo A. Reijers

Erschienen in: On the Move to Meaningful Internet Systems: OTM 2019 Conferences

Verlag: Springer International Publishing

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Abstract

Organizations use Key Performance Indicators (KPIs) to monitor whether they attain their goals. To support organizations at tracking the performance of their business, software vendors offer dashboards to these organizations. For the development of the dashboards that will engage organizations and enable them to make informed decisions, software vendors leverage dashboard design principles. However, the dashboard design principles available in the literature are expressed as natural language texts. Therefore, software vendors and organizations either do not use them or spend significant efforts to internalize and apply them literally in every engaging dashboard development process. We show that engaging dashboards for organizations can be automatically generated by means of automatically visualized KPIs. In this context, we present our novel approach for the automated generation of engaging dashboards for organizations. The approach employs the decision model for visualizing KPIs that is developed based on the dashboard design principles in the literature. We implemented our approach and evaluated its quality in a case study.

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Fußnoten
2
http://​colorbrewer2.​org is used as the source for color selection.
 
3
The implementation of our approach for the automated generation of engaging dashboard is available at http://​amuse-project.​org/​software/​. In the implementation, two Python libraries are preferred: Plotly is for visualizing KPIs and Dash is for creating dashboards.
 
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Metadaten
Titel
An Approach for the Automated Generation of Engaging Dashboards
verfasst von
Ünal Aksu
Adela del-Río-Ortega
Manuel Resinas
Hajo A. Reijers
Copyright-Jahr
2019
DOI
https://doi.org/10.1007/978-3-030-33246-4_24