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基于构件行为聚类的软件工程知识分类

万年红 谭文安 王雪蓉

计算机工程2011,Vol.37Issue(9):110-111,114,3.
计算机工程2011,Vol.37Issue(9):110-111,114,3.DOI:10.3969/j.issn.1000-3428.2011.09.037

基于构件行为聚类的软件工程知识分类

Software Engineering Knowledge Classification Based on Component Behavior Clustering

万年红 1谭文安 2王雪蓉1

作者信息

  • 1. 浙江东方职业技术学院工程技术系,浙江,温州,325011
  • 2. 上海第二工业大学计算机与信息学院,上海,201209
  • 折叠

摘要

Abstract

Aiming at the problems that traditional means towards software engineering knowledge classification is inefficient, this paper presents an improved software engineering knowledge classification method.Regarding the architecture of Software Engineering Body Of Knowledge(SWEBOK), it goes on clustering for component behavior, determines the behavior correlation coefficient, the best clustering numbers,fuzzy correlation matrix, applies K-NN Algorithm and structure modeling method to generate a knowledge classification system.It can train the system with experience knowledge to classify new knowledge into corresponding SWEBOK categories.Experimental results show that the method has good classification efficiency.

关键词

软件工程知识体系/接口自动机/构件行为聚类/聚类构造器

Key words

Software Engineering Body Of Knowledge(SWEBOK)/ Interface Automata(IA)/ component behavior clustering/ clustering constructor

分类

信息技术与安全科学

引用本文复制引用

万年红,谭文安,王雪蓉..基于构件行为聚类的软件工程知识分类[J].计算机工程,2011,37(9):110-111,114,3.

基金项目

国家自然科学基金资助项目(60874120) (60874120)

计算机工程

OACSCDCSTPCD

1000-3428

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