Achieving intention-centric BPM through automated planning


Autoria(s): Beest, Nick R.T.P. van; Russell, Nick; ter Hofstede, Arthur H.M.; Lazovik, Alexander
Data(s)

2014

Resumo

As a result of the more distributed nature of organisations and the inherently increasing complexity of their business processes, a significant effort is required for the specification and verification of those processes. The composition of the activities into a business process that accomplishes a specific organisational goal has primarily been a manual task. Automated planning is a branch of artificial intelligence (AI) in which activities are selected and organised by anticipating their expected outcomes with the aim of achieving some goal. As such, automated planning would seem to be a natural fit to the BPM domain to automate the specification of control flow. A number of attempts have been made to apply automated planning to the business process and service composition domain in different stages of the BPM lifecycle. However, a unified adoption of these techniques throughout the BPM lifecycle is missing. As such, we propose a new intention-centric BPM paradigm, which aims on minimising the specification effort by exploiting automated planning techniques to achieve a pre-stated goal. This paper provides a vision on the future possibilities of enhancing BPM using automated planning. A research agenda is presented, which provides an overview of the opportunities and challenges for the exploitation of automated planning in BPM.

Identificador

http://eprints.qut.edu.au/83599/

Publicador

IEEE

Relação

DOI:10.1109/SOCA.2014.45

Beest, Nick R.T.P. van, Russell, Nick, ter Hofstede, Arthur H.M., & Lazovik, Alexander (2014) Achieving intention-centric BPM through automated planning. In Proceedings of 2014 IEEE 7th International Conference on Service-Oriented Computing and Applications, IEEE, Matsue, Japan, pp. 191-198.

Direitos

Copyright 2014 IEEE

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Fonte

School of Information Systems; Science & Engineering Faculty

Palavras-Chave #business data processing #organisational aspects #planning (artificial intelligence) #Service-orientated archiecture #BPM lifecycle
Tipo

Conference Paper