Yeshchenko, Anton, Di Ciccio, Claudio, Mendling, Jan, Polyvyanyy, Artem. 2019. Comprehensive Process Drift Analysis with the Visual Drift Detection Tool. In Proceedings of the ER Forum and Poster & Demos Session 2019, Hrsg. José Ignacio Panach, Renata S.S. Guizzardi, Daniela Barreiro Claro, 108-112. Salvador, Brazil: CEUR Workshop Proceedings.
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Abstract
Recent research has introduced ideas from concept drift into process mining to enable the analysis of changes in business processes over time. This stream of research, however, has not yet addressed the challenges of drift categorization, drilling-down, and quantification. In this tool demonstration paper, we present a novel software tool to analyze process drifts, called Visual Drift Detection (VDD), which fulfills these requirements. The tool is of benefit to the researchers and practitioners in the business intelligence and process analytics area, and can constitute a valuable aid to those who are involved in business process redesign endeavors.
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| Status of publication | Published |
|---|---|
| Affiliation | WU |
| Type of publication | Contribution to conference proceedings |
| Language | English |
| Title | Comprehensive Process Drift Analysis with the Visual Drift Detection Tool |
| Title of whole publication | Proceedings of the ER Forum and Poster & Demos Session 2019 |
| Editor | José Ignacio Panach, Renata S.S. Guizzardi, Daniela Barreiro Claro |
| Page from | 108 |
| Page to | 112 |
| Location | Salvador, Brazil |
| Publisher | CEUR Workshop Proceedings |
| Year | 2019 |
| URL | http://ceur-ws.org/Vol-2469/ERDemo01.pdf |
| Open Access | N |
Associations
- Projects
- RISE_BPM
- People
- Yeshchenko, Anton (Details)
- Di Ciccio, Claudio (Former researcher)
- Mendling, Jan (Details)
- External
- Polyvyanyy, Artem (The University of Melbourne, Australia)
- Organization
- Institute for Data, Process and Knowledge Management (AE Sabou) (Details)
- Research areas (ÖSTAT Classification 'Statistik Austria')
- 1105 Computer software (Details)
- 1108 Informatics (Details)
- 1109 Information and data processing (Details)
- 1122 Artificial intelligence (Details)
- 1161 Human-computer interaction (Details)
- 5306 Business data processing (Details)
- 5367 Management information systems (Details)