Self-explanation in adaptive systems

Bencomo, N., Welsh, K., 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.

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.

Publication DOI: https://doi.org/10.1109/ICECCS.2012.34
Divisions: Engineering & Applied Sciences > Computer Science
Engineering & Applied Sciences > Systems analytics research institute (SARI)
Engineering & Applied Sciences
Additional Information: © 2012 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.
Event Title: 17th international conference on engineering of complex computer systems
Event Type: Other
Event Dates: 2012-07-18 - 2012-07-20
Uncontrolled Keywords: self-explanation,self-adaptive,goals,claims
Full Text Link: http://ieeexplo ... daptive+systems
Related URLs: http://www.scop ... tnerID=8YFLogxK (Scopus URL)
Published Date: 2012
Authors: Bencomo, N. ( 0000-0001-6895-1636)
Welsh, K.
Sawyer, P. ( 0000-0001-8044-2738)
Whittle, J.

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