数据集设计的软件架构风格,通过数据挖掘聚类算法进行分析

Qadeem Khan, Usman Qamar, Wasi Haider Butt, S. Rehman
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引用次数: 1

摘要

软件体系结构是软件系统的重要组成部分,它描述了系统的多个组件如何相互作用。软件工程中有多种体系结构风格,如面向对象、客户端-服务器、CORBA、存储库、基于事件的、解释器。本文提出了一种基于体系结构风格定义软件系统体系结构的新型数据集设计概念。由于没有这样的数据集可用,因此本文将使研究人员和软件实业家能够定义他们自己的组织的数据集,以便通过数据挖掘方法分析项目。本研究还使用RapidMiner Studio工具对提出的数据集执行聚类算法,以进行有趣的分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dataset designing of software architectures styles for analysis through data mining clustering algorithms
Software architecture is an important part of the software systems which states that how multiple components of the system interact with each other. There are multiple architecture styles in software engineering, such as Object Oriented, Client-Server, CORBA, Repository, Event-based, Interpreter. This research article provides a concept of a novel data set designing which defines the architectures of software systems based on architecture styles. As there is no such data set available so hence this article will enable researchers and software industrialists to define their own data set of their organizations for analyzing the projects through data mining approaches. The research also performs clustering algorithms on the proposed data set with RapidMiner Studio tool for interesting analysis.
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