Title :
Software cost estimation by classical and Fuzzy Analogy for Web Hypermedia Applications: A replicated study
Author :
Idri, Ali ; Zahi, Azeddine
Author_Institution :
Dept. of Software Eng., Mohamed V Univ., Rabat, Morocco
Abstract :
The aim of this paper is to evaluate and to compare the Classical Analogy and Fuzzy Analogy for software cost estimation on a Web software dataset. Hence, the paper aims to replicate the results of our precedent experiments on this dataset. Moreover, questions regarding the estimates accuracy, the tolerance of imprecision and uncertainty of cost drivers, and the favorable context to use estimation by analogy are discussed. This study approved the usefulness of Fuzzy Analogy for software cost estimation.
Keywords :
Internet; fuzzy set theory; hypermedia; Web hypermedia applications; Web software dataset; classical analogy; fuzzy analogy; software cost estimation; Accuracy; Clustering algorithms; Estimation; Fuzzy sets; Pragmatics; Software; Web pages; Estimation by Analogy; Fuzzy Logic; Genetic Algorithm;
Conference_Titel :
Computational Intelligence and Data Mining (CIDM), 2013 IEEE Symposium on
Conference_Location :
Singapore
DOI :
10.1109/CIDM.2013.6597238