Information sources providing real-time status of physical objects have drastically increased in recent times. So far, research in business process monitoring has mainly focused on checking the completion of tasks. However, the availability of real-time information allows for a more detailed tracking of individual business tasks. This paper describes a framework for controlling the safe execution of tasks and signalling possible misbehaviours at runtime. It outlines a real use case on smart logistics and the preliminary results of its application.

Predictive Task Monitoring for Business Processes / Cabanillas, Cristina; DI CICCIO, Claudio; Mendling, Jan; Baumgrass, Anne. - (2014), pp. 424-432. (Intervento presentato al convegno Business Process Management - 12th International Conference, BPM 2014 tenutosi a Haifa, Israel) [10.1007/978-3-319-10172-9_31].

Predictive Task Monitoring for Business Processes

Claudio Di Ciccio
;
2014

Abstract

Information sources providing real-time status of physical objects have drastically increased in recent times. So far, research in business process monitoring has mainly focused on checking the completion of tasks. However, the availability of real-time information allows for a more detailed tracking of individual business tasks. This paper describes a framework for controlling the safe execution of tasks and signalling possible misbehaviours at runtime. It outlines a real use case on smart logistics and the preliminary results of its application.
2014
Business Process Management - 12th International Conference, BPM 2014
Process Modelling; Process Monitoring; Support Vector Machines; Prediction; Event Processing
04 Pubblicazione in atti di convegno::04b Atto di convegno in volume
Predictive Task Monitoring for Business Processes / Cabanillas, Cristina; DI CICCIO, Claudio; Mendling, Jan; Baumgrass, Anne. - (2014), pp. 424-432. (Intervento presentato al convegno Business Process Management - 12th International Conference, BPM 2014 tenutosi a Haifa, Israel) [10.1007/978-3-319-10172-9_31].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/1372963
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