Software maintenance analysis system based on data mining technology

被引：0
|
作者：
Liu Juan [1 ]
Wan Lin [1 ]
Wang Xuan [1 ]
Zhang Wei [1 ]
Jin Liya [1 ]
机构：
[1] Acad Armored Forces Engn, Dept Informat Engn, Beijing 100072, Peoples R China
来源：
ISTM/2007: 7TH INTERNATIONAL SYMPOSIUM ON TEST AND MEASUREMENT, VOLS 1-7, CONFERENCE PROCEEDINGS | 2007年
关键词：
data mining; software maintenance; clustering; association; classification; decision tree;
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：
With the extensive application of database, huge volume of software maintenance data, which can be used in data mining to support software development decision, has been accumulated. In this paper, the problems existing in software development are shown and methods for maintaining database by data mining (DM) technology are proposed. Secondly, major concepts of DM are summarized and key technologies in DM are discussed. Thirdly, The implementation of the DM system is illustrated. In the end, our main contributions are outlined and the future work are predicted.
引用
收藏
页码：6493 / 6496
页数：4
相关论文
共 50 条
  • [1] Counselor, a Data Mining Based Time Estimation for Software Maintenance
    do Prado, Hercules Antonio
    Ferneda, Edilson
    Anquetil, Nicolas
    Teixeira, Elizabeth d'Arrochella
    KNOWLEDGE-BASED AND INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT II, PROCEEDINGS, 2009, 5712 : 364 - +
  • [2] The Construction of Clients Analysis System Based on Data Mining Technology
    Zhang, Hui
    Wang, Honghua
    2012 IEEE FIFTH INTERNATIONAL CONFERENCE ON ADVANCED COMPUTATIONAL INTELLIGENCE (ICACI), 2012, : 292 - 295
  • [3] Software testing data analysis based on data mining
    Wang, Hongpo
    Bai, Linnan
    Ming Jiezhang
    Zhang, Jun
    Li, Qiang
    2017 4TH INTERNATIONAL CONFERENCE ON INFORMATION SCIENCE AND CONTROL ENGINEERING (ICISCE), 2017, : 682 - 687
  • [4] EMC prediction and analysis in power system based on data mining technology
    Department of Electric and Electronic Engineering, Dalian University of Technology, Dalian 116024, China
    Gaoya Dianqi, 3 (183-185):
  • [5] A model Study on Knowledge grows up system of software project based on data mining technology
    Zhao Likun
    2009 INTERNATIONAL CONFERENCE ON INFORMATION MANAGEMENT, INNOVATION MANAGEMENT AND INDUSTRIAL ENGINEERING, VOL 1, PROCEEDINGS, 2009, : 266 - 269
  • [6] Applying object technology to software analysis and maintenance system development
    Ketabchi, MA
    Sadeghi, KJ
    JOURNAL OF SYSTEMS AND SOFTWARE, 1996, 32 (01) : 41 - 56
  • [7] Design of an Instant Data Analysis System for Sports Training Based on Data Mining Technology
    Lei Q.
    International Journal of Web-Based Learning and Teaching Technologies, 2023, 18 (02)
  • [8] Analysis of Sports Data Based on the Data Mining Technology
    Hou, Changsong
    BASIC & CLINICAL PHARMACOLOGY & TOXICOLOGY, 2019, 124 : 128 - 129
  • [9] Construction of Enterprise Financial Data Visualization Analysis System Based on Data Mining Technology
    Wu, Xueqing
    Wu, Guoqiang
    Frontiers in Artificial Intelligence and Applications, 2023, 373 : 289 - 295
  • [10] Mining system tests to aid software maintenance
    Agrawal, H
    Albert, JL
    Horgan, JR
    Li, JJ
    London, S
    Wong, WE
    Ghosh, S
    Wilde, N
    COMPUTER, 1998, 31 (07) : 64 - +
12345