Current research themes in software engineering: An application of text mining

K. Cosh
{"title":"Current research themes in software engineering: An application of text mining","authors":"K. Cosh","doi":"10.1109/KST.2016.7440476","DOIUrl":null,"url":null,"abstract":"This paper presents the findings of a research project concerned with extracting the themes currently being researched within the Software Engineering field by automatically processing a collection of papers published thus far in 2015. Natural Language Processing techniques have been applied to extract the key features of each publication, with publications then being clustered with similar papers to identify their common themes and highlight the key themes currently being researched within the Software Engineering domain. The most dominant active theme was Education, with a cluster of papers concerning the teaching of software engineering, while other relevant topics included Components and Requirements.","PeriodicalId":350687,"journal":{"name":"2016 8th International Conference on Knowledge and Smart Technology (KST)","volume":"9 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 8th International Conference on Knowledge and Smart Technology (KST)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/KST.2016.7440476","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

This paper presents the findings of a research project concerned with extracting the themes currently being researched within the Software Engineering field by automatically processing a collection of papers published thus far in 2015. Natural Language Processing techniques have been applied to extract the key features of each publication, with publications then being clustered with similar papers to identify their common themes and highlight the key themes currently being researched within the Software Engineering domain. The most dominant active theme was Education, with a cluster of papers concerning the teaching of software engineering, while other relevant topics included Components and Requirements.
软件工程中的当前研究主题:文本挖掘的应用
本文介绍了一个研究项目的发现,该项目通过自动处理2015年迄今为止发表的论文集,来提取软件工程领域目前正在研究的主题。自然语言处理技术已被应用于提取每个出版物的关键特征,然后将出版物与相似的论文聚类,以确定它们的共同主题,并突出当前在软件工程领域研究的关键主题。最主要的活跃主题是教育,有一组关于软件工程教学的论文,而其他相关主题包括组件和需求。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信