Preventing KPI Violations in Business Processes based on Decision Tree Learning and Proactive Runtime Adaptation

Preventing KPI Violations in Business Processes based on Decision Tree Learning and Proactive Runtime Adaptation

The performance of business processes is measured and monitored in terms of Key Performance Indicators (KPIs). If the monitoring results show that the KPI targets are violated, the underlying reasons have to be identified and the process should be adapted accordingly to address the violations. In th...

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Bibliographic Details
Main Authors: Dimka Karastoyanova, Marco Pistore, Annapaola Marconi, Raman Kazhamiakin, Asli Zengin, Branimir Wetzstein, Frank Leymann
Format: Article
Language:English
Published: Czech Society of Systems Integration 2012-01-01
Series:Journal of Systems Integration
Subjects:
Business Activity Monitoring
Business Process Intelligence
WS-BPEL
Decision Tree
Process Adaptation
Online Access:http://si-journal.org/index.php/JSI/article/download/105/78

Internet

http://si-journal.org/index.php/JSI/article/download/105/78

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