A data mining application: Analysis of problems occurring during a software project development process

被引:5
|
作者
Nayak, R
Qiu, T
机构
[1] Queensland Univ Technol, Sch Informat Syst, Brisbane, Qld 4001, Australia
[2] EDS Credit Serv, Adelaide, SA, Australia
关键词
data mining; software engineering; knowledge discovery;
D O I
10.1142/S0218194005002476
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Data mining techniques provide people with new power to research and manipulate the existing large volume of data. A data mining process discovers interesting information from the hidden data that can either be used for future prediction and/or intelligently summarising the details of the data. There are many achievements of applying data mining techniques to various areas such as marketing, medical, and financial, although few of them can be currently seen in software engineering domain. In this paper, a proposed data mining application in software engineering domain is explained and experimented. The empirical results demonstrate the capability of data mining techniques in software engineering domain and the potential benefits in applying data mining to this area.
引用
收藏
页码:647 / 663
页数:17
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