Paper Info
Title
Cognitive Business Process Management for Adaptive Cyber-Physical Processes.
Abstract
In the era of Big Data and Internet-of-Things (IoT), all real-world environments are gradually becoming cyber-physical (e.g., emergency management, healthcare, smart manufacturing, etc.), with the presence of connected devices and embedded ICT systems (e.g., smart-phones, sensors, actuators) producing huge amounts of data and events that influence the enactment of the Cyber Physical Processes (CPPs) enacted in such environments. A Process Management System (PMS) employed for executing CPPs is required to automatically adapt its running processes to anomalous situations and exogenous events by minimising any human intervention at run-time. In this paper, we tackle this issue by introducing an approach and an adaptive Cognitive PMS that combines process execution monitoring, unanticipated exception detection and automated resolution strategies leveraging on well-established action-based formalisms in Artificial Intelligence, which allow to interpret the ever-changing knowledge of cyber-physical environments and to adapt CPPs by preserving their base structure.
Year
DOI
Venue
2018
10.1007/978-3-319-74030-0_33
Lecture Notes in Business Information Processing
Keywords
DocType
Volume
Cognitive business process management Cyber-Physical Processes,Process adaptation and recovery Situation calculus,IndiGolog,Automated planning
Journal
308
ISSN
Citations 
PageRank 
1865-1348
2
0.39
References 
Authors
11
2
Name
Order
Citations
PageRank
Andrea Marrella127335.71
massimo mecella21841168.35