TY - GEN
T1 - A Fuzzy Logic model based upon reused and new&changed code for software development effort estimation at personal level
AU - Lopez-Martin, Cuauhtemoc
AU - Yañez-Marquez, Cornelio
AU - Gutierrez-Tornes, Agustin
PY - 2006
Y1 - 2006
N2 - Unless engineers have the capabilities provided by personal training, they cannot properly support their teams or consistently and reliably produce quality products. This paper presents a research aimed to compare a model based upon Fuzzy Logic with a Multiple Linear Regression model. From a replicated experiment using a sample integrated by sixteen developers and 94 small programs these two models are derived. A common process as well as inside of a controlled environment this experiment is based. These comparisons based upon analysis of variance (ANOVA), Magnitude of Relative Error (MRE) as well as Multiple Range Tests show that a Fuzzy Logic model based on New and Changed code as well as Reused code can be an alternative for the software development effort estimation at personal level.
AB - Unless engineers have the capabilities provided by personal training, they cannot properly support their teams or consistently and reliably produce quality products. This paper presents a research aimed to compare a model based upon Fuzzy Logic with a Multiple Linear Regression model. From a replicated experiment using a sample integrated by sixteen developers and 94 small programs these two models are derived. A common process as well as inside of a controlled environment this experiment is based. These comparisons based upon analysis of variance (ANOVA), Magnitude of Relative Error (MRE) as well as Multiple Range Tests show that a Fuzzy Logic model based on New and Changed code as well as Reused code can be an alternative for the software development effort estimation at personal level.
KW - Fuzzy system model
KW - Multifactor ANOVA
KW - Personal software process
KW - Software effort estimation
UR - http://www.scopus.com/inward/record.url?scp=45149094322&partnerID=8YFLogxK
U2 - 10.1109/CIC.2006.5
DO - 10.1109/CIC.2006.5
M3 - Contribución a la conferencia
AN - SCOPUS:45149094322
SN - 0769527086
SN - 9780769527086
T3 - Proceedings - 15th International Conference on Computing, CIC 2006
SP - 298
EP - 303
BT - Proceedings - 15th International Conference on Computing, CIC 2006
T2 - 15th International Conference on Computing, CIC 2006
Y2 - 21 November 2006 through 24 November 2006
ER -