Title :
Research of Intelligent Data VV&C System Based on CBR
Author :
Xu Guozhen ; Jiao Peng ; Yin Quanjun ; Zha Yabing
Author_Institution :
Nat. Univ. of Defense Technol., Changsha, China
Abstract :
Data play an important role in simulation system, the development and use of simulation system is affected by data quality. Data verification, validation and certification (VV&C) is an approach to improve data quality, it is so difficult to select appropriate VV&C method for so huge amount of simulation data. Basing on the mapping of data and VV&C methods, an idea of intelligent data VV&C is brought out in this paper, the purpose of this idea is selecting right VV&C methods for simulation data. An architecture of data VV&C system based on Case-Based Reasoning (CBR) is founded, the modules and functions of the system are analyzed, finally, the key techniques of system implement is studied.
Keywords :
case-based reasoning; certification; data handling; CBR; case-based reasoning; data architecture; data certification; data mapping; data quality; data validation; data verification; intelligent data VV&C system; Analytical models; Artificial intelligence; Certification; Cognition; Computational modeling; Data models; Object oriented modeling; case-based reasoning; data quality; simulation data; verification validation and certification;
Conference_Titel :
Intelligent System Design and Engineering Applications (ISDEA), 2013 Third International Conference on
Conference_Location :
Hong Kong
Print_ISBN :
978-1-4673-4893-5
DOI :
10.1109/ISDEA.2012.265
