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Self-explanation in adaptive systems

Bencomo, N. and Welsh, K. and Sawyer, P. and Whittle, J. (2012) Self-explanation in adaptive systems. In: ICECCS '12 Proceedings of the 2012 IEEE 17th International Conference on Engineering of Complex Computer Systems. IEEE, pp. 157-166. ISBN 9781467321563

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Abstract

The behaviour of self adaptive systems can be emergent. The difficulty in predicting the system's behaviour means that there is scope for the system to surprise its customers and its developers. Because its behaviour is emergent, a self-adaptive system needs to garner confidence in its customers and it needs to resolve any surprise on the part of the developer during testing and mainteinance. We believe that these two functions can only be achieved if a self-adaptive system is also capable of self-explanation. We argue a self-adaptive system's behaviour needs to be explained in terms of satisfaction of its requirements. Since self-adaptive system requirements may themselves be emergent, a means needs to be found to explain the current behaviour of the system and the reasons that brought that behaviour about. We propose the use of goal-based models during runtime to offer self-explanation of how a system is meeting its requirements, and why the means of meeting these were chosen. We discuss the results of early experiments in self-explanation, and set out future work.

Item Type: Contribution in Book/Report/Proceedings
Additional Information: 17th IEEE International Conference International Conference on Engineering of Complex Computer Systems ICECCS 2012
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Departments: Faculty of Science and Technology > School of Computing & Communications
ID Code: 58263
Deposited By: ep_importer_pure
Deposited On: 18 Sep 2012 14:36
Refereed?: No
Published?: Published
Last Modified: 14 Mar 2014 09:24
Identification Number:
URI: http://eprints.lancs.ac.uk/id/eprint/58263

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