Qadeem Khan, Usman Qamar, Wasi Haider Butt, S. Rehman
{"title":"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","authors":"Qadeem Khan, Usman Qamar, Wasi Haider Butt, S. Rehman","doi":"10.1109/INTELLISYS.2017.8324325","DOIUrl":null,"url":null,"abstract":"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.","PeriodicalId":131825,"journal":{"name":"2017 Intelligent Systems Conference (IntelliSys)","volume":"179 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Dataset designing of software architectures styles for analysis through data mining clustering algorithms\",\"authors\":\"Qadeem Khan, Usman Qamar, Wasi Haider Butt, S. Rehman\",\"doi\":\"10.1109/INTELLISYS.2017.8324325\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"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.\",\"PeriodicalId\":131825,\"journal\":{\"name\":\"2017 Intelligent Systems Conference (IntelliSys)\",\"volume\":\"179 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2017-09-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2017 Intelligent Systems Conference (IntelliSys)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/INTELLISYS.2017.8324325\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2017 Intelligent Systems Conference (IntelliSys)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/INTELLISYS.2017.8324325","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
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.