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Real-Time Process Adaptation: A Context-Aware Replanning Approach.

Authors :
Nunes, Vanessa T.
Santoro, Flavia M.
Werner, Claudia M. L.
G. Ralha, Celia
Source :
IEEE Transactions on Systems, Man & Cybernetics. Systems. Jan2018, Vol. 48 Issue 1, p99-118. 20p.
Publication Year :
2018

Abstract

Complexity and dynamism of day-to-day activities are inextricably linked, thus the need for constant adaptation to address emerging demands has grown. Process adaptation is the action of customizing a process instance to make it applicable to a particular situation. However, unplanned conditions may occur at any time during process execution. So, the design of a complete process model has given place to a flexible design based on reuse and adaptation. This paper addresses the problem of dynamic adaptation within a process-aware information system (IS). On top of a theory for context-aware ISs, we argue that an unexpected situation can be characterized by a number of known contextual elements and could be used to automate the decision of replanning the process flow in a specific instance, in order to preserve the process strategy. The solution was evaluated in real setting observational studies in the domains of oil and gas and air traffic control. [ABSTRACT FROM PUBLISHER]

Details

Language :
English
ISSN :
21682216
Volume :
48
Issue :
1
Database :
Academic Search Index
Journal :
IEEE Transactions on Systems, Man & Cybernetics. Systems
Publication Type :
Academic Journal
Accession number :
126820427
Full Text :
https://doi.org/10.1109/TSMC.2016.2591538