A multi-viewpoint system to support abductive reasoning

被引：17
|
作者：
Vanderhaegen, Frederic [1 ]
Caulier, Patrice
机构：
[1] Univ Lille Nord France, F-59000 Lille, France
来源：
INFORMATION SCIENCES | 2011年 / 181卷 / 24期
关键词：
Abductive reasoning; Deductive reasoning; Inductive reasoning; Diagnosis; Prognosis; Trial-and-error; FAULT-DIAGNOSIS; MODEL; PROGNOSIS; METHODOLOGY; UNCERTAINTY; RELIABILITY; PERFORMANCE; PREDICTION; MANAGEMENT; KNOWLEDGE;
D O I：
10.1016/j.ins.2011.07.050
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The paper proposes a multi-viewpoint system to support human abductive reasoning for diagnosis, prognosis and trial-and-error activities for supervising automated systems. This multi-viewpoint approach interprets the same set of events from the different viewpoints in this set. The algorithms for managing these viewpoints and the set of events are related to hypothetical reasoning, and they use several main functions to (1) select or reject certain events, (2) cancel or recover these events, and (3) manage the consistency of the viewpoints. This approach is applied to diagnosis and trial-and-error activities related to the phone troubleshooting problem. (C) 2011 Elsevier Inc. All rights reserved.
引用
收藏
页码：5349 / 5363
页数：15
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