Self-explanation in Adaptive Systems

被引:15
作者
Bencomo, Nelly [1 ]
Welsh, Kris [2 ]
Sawyer, Pete [3 ,4 ]
Whittle, Jon [5 ]
机构
[1] INRIA Paris Rocquencourt, Le Chesnay, France
[2] Univ Kent, Sch Comp, Canterbury, Kent, England
[3] INRIA, Paris, France
[4] Univ Lancaster, Lancaster, England
[5] Univ Lancaster, Sch Comp & Comm, Lancaster, England
来源
2012 17TH INTERNATIONAL CONFERENCE ON ENGINEERING OF COMPLEX COMPUTER SYSTEMS (ICECCS) | 2012年
关键词
self-explanation; self-adaptive; goals; claims;
D O I
10.1109/ICECCS.2012.34
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:157 / 166
页数:10
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