Research on Quality-Based Data Creditability Evaluating Method in Complex Systems Simulation

Yingchao Zhang, Jing Zhang, Wei Li, Feng Ye
{"title":"Research on Quality-Based Data Creditability Evaluating Method in Complex Systems Simulation","authors":"Yingchao Zhang, Jing Zhang, Wei Li, Feng Ye","doi":"10.1109/PADS.2012.38","DOIUrl":null,"url":null,"abstract":"Data creditability plays a very important role in the complex system simulation creditability. From the point of how to evaluate and improve the complex system simulation data creditability, the concept of the data quality modeling is advanced and the three-dimension data quality modeling space is founded. Based on which, a multiple attributes decision making theory based data creditability evaluating method is put forward. Taking the joint simulation and experiment as a typical application area, the application of the data creditability evaluating method is discussed initially.","PeriodicalId":299627,"journal":{"name":"2012 ACM/IEEE/SCS 26th Workshop on Principles of Advanced and Distributed Simulation","volume":"10 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2012-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2012 ACM/IEEE/SCS 26th Workshop on Principles of Advanced and Distributed Simulation","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PADS.2012.38","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Data creditability plays a very important role in the complex system simulation creditability. From the point of how to evaluate and improve the complex system simulation data creditability, the concept of the data quality modeling is advanced and the three-dimension data quality modeling space is founded. Based on which, a multiple attributes decision making theory based data creditability evaluating method is put forward. Taking the joint simulation and experiment as a typical application area, the application of the data creditability evaluating method is discussed initially.
复杂系统仿真中基于质量的数据可信度评估方法研究
数据可信度在复杂系统仿真可信度中起着非常重要的作用。从如何评价和提高复杂系统仿真数据可信度的角度出发,提出了数据质量建模的概念,建立了三维数据质量建模空间。在此基础上,提出了一种基于多属性决策理论的数据可信度评价方法。以联合仿真与实验为典型应用领域,初步探讨了数据可信度评估方法的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信