Specification of an Architecture for Self-organizing Scheduling Systems

被引:0
|
作者
Madureira, Ana [1 ]
Pereira, Ivo [1 ]
Cunha, Bruno [1 ]
机构
[1] Polytech Porto ISEP IPP, Inst Engn, GECAD Knowledge Engn & Decis Support Res Ctr, Oporto, Portugal
关键词
Scheduling; Self-organizing scheduling systems; Learning from observation; User modeling;
D O I
10.1007/978-3-319-53480-0_76
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents the specification of an architecture for self-organizing scheduling systems. The proposed architecture uses learning by observing the experts and interpretation of scheduling experience. The design of intelligent systems that learn with experts is a very hard and challenging domain because current systems are becoming more and more complex and subject to rapid changes. In this work, different areas as Intelligent and Adaptive Human-Machine Interfaces, Metacognition and Learning from Observation, Self-managed Systems, amongst others, are joint together resulting in a global fully integrated architecture for self-organizing scheduling systems.
引用
收藏
页码:771 / 780
页数:10
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