Investigation of Software Maintainability Prediction Models

被引：0
|
作者：
Shafiabady, Aida [1 ]
Mahrin, Mohd Naz'ri [1 ]
Samadi, Masoud [2 ]
机构：
[1] Univ Teknol Malaysia, Adv Informat Sch, Kuala Lumpur, Malaysia
[2] Univ Teknol Malaysia, Malaysia Japan Int Inst Technol, Jalan Semarak, Kuala Lumpur, Malaysia
来源：
2016 18TH INTERNATIONAL CONFERENCE ON ADVANCED COMMUNICATIONS TECHNOLOGY (ICACT) - INFORMATION AND COMMUNICATIONS FOR SAFE AND SECURE LIFE | 2016年
关键词：
Software maintainability models; software maintenance; techniques; prediction; metrics; QUALITY; METRICS;
D O I：
暂无
中图分类号：
TN [电子技术、通信技术];
学科分类号：
0809 ;
摘要：
Software must be well developed and maintainable to adapt to the constantly changing requirement of the competitive world. In this article, we distinct different software maintainability prediction models and techniques which can help us to predict the maintainability of software, and can lead us to minimum the effort required to fix the faults in the software and the software will be more maintainable. We have gathered our data from different studies focused on the accuracy of the prediction models as criteria. The results of our study showed that there is a little evidence on the accuracy results of the software maintainability prediction models.
引用
收藏
页码：783 / 786
页数：4
相关论文
共 50 条
  • [1] Qualitative Evaluation on Software Maintainability Prediction Models
    Shafiabady, Aida
    Abdullah, Shahidan M.
    [J]. 2018 IEEE STUDENT CONFERENCE ON RESEARCH AND DEVELOPMENT (SCORED), 2018,
  • [2] An Empirical Investigation of Evolutionary Algorithm for Software Maintainability Prediction
    Jain, Ashu
    Tarwani, Sandhya
    Chug, Anuradha
    [J]. 2016 IEEE STUDENTS' CONFERENCE ON ELECTRICAL, ELECTRONICS AND COMPUTER SCIENCE (SCEECS), 2016,
  • [3] A Survey of Empirical Studies in Software Product Maintainability Prediction Models
    Elmidaoui, Sara
    Cheikhi, Laila
    Idri, Ali
    [J]. 2016 11TH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS: THEORIES AND APPLICATIONS (SITA), 2016,
  • [4] Handling class imbalance problem in software maintainability prediction: an empirical investigation
    Malhotra, Ruchika
    Lata, Kusum
    [J]. FRONTIERS OF COMPUTER SCIENCE, 2022, 16 (04)
  • [5] Handling class imbalance problem in software maintainability prediction: an empirical investigation
    MALHOTRA Ruchika
    LATA Kusum
    [J]. Frontiers of Computer Science, 2022, 16 (04)
  • [6] Handling class imbalance problem in software maintainability prediction: an empirical investigation
    Ruchika Malhotra
    Kusum Lata
    [J]. Frontiers of Computer Science, 2022, 16
  • [7] Comparative Analysis of Object-Oriented Software Maintainability Prediction Models
    Zighed, Narimane
    Bounour, Nora
    Seriai, Abdelhak-Djamel
    [J]. FOUNDATIONS OF COMPUTING AND DECISION SCIENCES, 2018, 43 (04) : 359 - 374
  • [8] A novel approach to software maintainability prediction
    Yang Bo
    Ya Lano
    Guo Suchang
    Huang Hongzhong
    [J]. Proceedings of the First International Conference on Maintenance Engineering, 2006, : 887 - 894
  • [9] THE APPLICATION OF SOFTWARE MAINTAINABILITY MODELS IN INDUSTRIAL SOFTWARE SYSTEMS
    COLEMAN, D
    LOWTHER, B
    OMAN, P
    [J]. JOURNAL OF SYSTEMS AND SOFTWARE, 1995, 29 (01) : 3 - 16
  • [10] Software maintainability prediction by data mining of software code metrics
    Kaur, Arvinder
    Kaur, Kamaldeep
    Pathak, Kaushal
    [J]. 2014 INTERNATIONAL CONFERENCE ON DATA MINING AND INTELLIGENT COMPUTING (ICDMIC), 2014,
12345