A Survey of Using Formal Concept Analysis for Software Maintenance

SUN Xiao-bing; LI Yun; LI Bi-xin; WEN Wan-zhi

doi:10.3969/j.issn.0372-2112.2015.07.023

您当前的位置：

首页 >

文章列表页 >

A Survey of Using Formal Concept Analysis for Software Maintenance

更新时间：2025-07-16

- A Survey of Using Formal Concept Analysis for Software Maintenance
- Acta Electronica Sinica Vol. 43, Issue 7, Pages: 1399-1406(2015)
- 作者机构：
  
  1. 扬州大学信息工程学院,江苏,扬州,225127
  2. 南京大学计算机软件新技术国家重点实验室,江苏,南京,210023
  3. 东南大学计算机科学与工程学院,江苏,南京,211189
  4. 南通大学计算机科学与技术学院,江苏,南通,226019
  5. 扬州大学信息工程学院,江苏,扬州,225127
  6. 南京大学计算机软件新技术国家重点实验室,江苏,南京,210023
  7. 东南大学计算机科学与工程学院,江苏,南京,211189
  8. 南通大学计算机科学与技术学院,江苏,南通,226019
- 作者简介：
- 基金信息：
- DOI：10.3969/j.issn.0372-2112.2015.07.023
  CLC： TP311
- Published：2015
- 稿件说明：
移动端阅览
SUN Xiao-bing, LI Yun, LI Bi-xin, et al. A Survey of Using Formal Concept Analysis for Software Maintenance[J]. Acta Electronica Sinica, 2015, 43(7): 1399-1406.
DOI：

SUN Xiao-bing, LI Yun, LI Bi-xin, et al. A Survey of Using Formal Concept Analysis for Software Maintenance[J]. Acta Electronica Sinica, 2015, 43(7): 1399-1406. DOI： 10.3969/j.issn.0372-2112.2015.07.023.

摘要

形式概念分析是一种层次化的形式对象分析方法

能够从二元关系中挖掘出具有共同形式属性的一组形式对象的聚集.近十几年来

形式概念分析技术已在软件工程领域

特别是软件维护的各项活动中得到了广泛的应用

并取得成功.本文从软件维护的角度

如软件理解、修改影响分析、重构、调试与测试等方面总结了从2000~2013年形式概念分析在这些领域的研究进展.这些研究成果的分类方法是基于一种软件维护活动框架进行论述

最后文章给出了形式概念分析在软件维护领域的研究趋势与展望.

Abstract

Formal concept analysis(FCA)is an approach to identify conceptual structures among data sets.It is a very useful clustering technique providing a formal framework to explore the binary relationship among the entities and recognize groups of entities that exhibit common properties.This paper tries to survey the studies of the FCA applications in software maintenance field from 2000 to 2013.These research results are categorized according to a simple framework of software maintenance activities

such as software comprehension

change impact analysis

refactoring

debugging and testing.Finally

the potential research directions in the related field are discussed.

关键词

Keywords

references

Views

1811

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

GITG: Automatic Issue Title Generation Method for Gitee Platform

Method-Level Software Bug Localization Enhanced with File Information

Related Author

YANG Jun

LIU Shi-fan

CHEN Xiang

CUI Zhan-qi

BO Li-li

ZHU Cheng

LI Bin

SUN Xiao-bing

Related Institution

School of Computer Science, Beijing Information Science and Technology University

School of Information Science and Technology, Nantong University

School of Information Engineering， Yangzhou University

Key Laboratory of Safety-Critical Software （Nanjing University of Aeronautics and Astronautics）， Ministry of Industry and Information Technology

⁰