DocumentCode
2587817
Title
Research on Software Cost Evaluation Model Based on Case-based Reasoning
Author
Jiang, Guoping ; Wang, Yuzhen ; Liu, Haitao
Author_Institution
Dept. of Economic Manage., Naval Univ. of Eng., Wuhan, China
Volume
2
fYear
2010
fDate
19-20 Dec. 2010
Firstpage
338
Lastpage
341
Abstract
Applying Case-based Reasoning estimation method is an advanced technology in AI and ES, and it can make up for the shortcomings of software cost estimate with the traditional experience function. This paper describes the process of software cost estimate based on case-based reasoning. Distilling method of the cost driver factors based on gray relational grade analysis, similarity metrics is defined as Euclidian distance. The method is verified with the true example from the COCOMO´81 historical dataset.
Keywords
artificial intelligence; case-based reasoning; software cost estimation; AI; ES; Euclidian distance; case-based reasoning estimation method; distilling method; gray relational grade analysis; similarity metrics; software cost estimation; software cost evaluation model; Biological system modeling; Cognition; Databases; Driver circuits; Estimation; Modeling; Software; Euclidian distance; case-based reasoning (CBR); cost estimation; gray relational grade analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Software Engineering (WCSE), 2010 Second World Congress on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-9287-9
Type
conf
DOI
10.1109/WCSE.2010.84
Filename
5718405
Link To Document