Case-Based Reasoning for Data Verification with Data Structure in M&S

被引：0

作者：

Xu, Guozhen ^{[1
]}

Jiao, Peng ^{[1
]}

Zha, Yabing ^{[1
]}

机构：

[1] Natl Univ Def Technol, Coll Mechatron Engn & Automat, Changsha 410073, Hunan, Peoples R China

来源：

ADVANCES IN COMPUTER SCIENCE, INTELLIGENT SYSTEM AND ENVIRONMENT, VOL 1 | 2011年 / 104卷

关键词：

data quality; data verification; case-based reasoning; case representation; similarity;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

Data verification is an important approach to improve simulation data quality, data verification criteria and measurement are needed before verifying data. A novel method using CBR for data verification is proposed in this paper. Firstly, a template for data verification case representation based on frame is established, and then a case retrieving strategy and similarity measurement are proposed, finally, construction and maintenance principle of data verification case warehouse are presented.

引用

页码：533 / 538

页数：6

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