Application of Neural Network in Project Effort Estimation

被引：0

作者：

Jin, Ge ^{[1
]}

机构：

[1] CEPREI Certificat Body, Guangzhou, Guangdong, Peoples R China

来源：

INTERNATIONAL ACADEMIC CONFERENCE ON THE INFORMATION SCIENCE AND COMMUNICATION ENGINEERING (ISCE 2014) | 2014年

关键词：

Effort Estimation; Neural Network; Back Propagation; Comparison;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Estimation of project effort is becoming a general issue for software companies. Among the estimation methods, neural network, which is emerging, can forecast in a higher accuracy theoretically. This research builds and trains a BP network based on 456 project samples, and compares the simulation result with that of linear regression model. The comparison shows that neural network fits the actual value better than regression model does.

引用

页码：108 / 113

页数：6