在堆栈溢出上挖掘测试问题

Pavneet Singh Kochhar
{"title":"在堆栈溢出上挖掘测试问题","authors":"Pavneet Singh Kochhar","doi":"10.1145/2975961.2975966","DOIUrl":null,"url":null,"abstract":"During software maintenance, testing is a crucial activity to ensure the quality of code as it evolves over time. With the increasing size and complexity of software, adequate software testing has become increasingly important. Developers often ask problems they face during testing on Community Question Answering (CQA) websites such as Stack Overflow. These websites can serve as good repositories to understand the common topics of discussions and challenges faced by developers during testing. In this paper, we present a study of common challenges and important topics of discussion, by mining testing related questions asked on Stack Overflow. We use unsupervised learning to categorize the questions and rank all the Stack Overflow questions based on their importance. Our results show that topics such as test framework, database and client server are more often discussed compared to other topics. Also, there has been an uptrend for mobile development questions in testing related discussions.","PeriodicalId":106703,"journal":{"name":"Proceedings of the 5th International Workshop on Software Mining","volume":"47 10","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-09-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"16","resultStr":"{\"title\":\"Mining testing questions on stack overflow\",\"authors\":\"Pavneet Singh Kochhar\",\"doi\":\"10.1145/2975961.2975966\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"During software maintenance, testing is a crucial activity to ensure the quality of code as it evolves over time. With the increasing size and complexity of software, adequate software testing has become increasingly important. Developers often ask problems they face during testing on Community Question Answering (CQA) websites such as Stack Overflow. These websites can serve as good repositories to understand the common topics of discussions and challenges faced by developers during testing. In this paper, we present a study of common challenges and important topics of discussion, by mining testing related questions asked on Stack Overflow. We use unsupervised learning to categorize the questions and rank all the Stack Overflow questions based on their importance. Our results show that topics such as test framework, database and client server are more often discussed compared to other topics. Also, there has been an uptrend for mobile development questions in testing related discussions.\",\"PeriodicalId\":106703,\"journal\":{\"name\":\"Proceedings of the 5th International Workshop on Software Mining\",\"volume\":\"47 10\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-09-03\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"16\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the 5th International Workshop on Software Mining\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/2975961.2975966\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the 5th International Workshop on Software Mining","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/2975961.2975966","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 16

摘要

在软件维护期间,测试是确保随着时间的推移代码质量的关键活动。随着软件规模和复杂性的增加,充分的软件测试变得越来越重要。开发人员经常在Stack Overflow等社区问答(CQA)网站上询问他们在测试过程中遇到的问题。这些网站可以作为很好的存储库来理解讨论的常见主题和开发人员在测试期间面临的挑战。在本文中,我们通过挖掘有关堆栈溢出的测试相关问题,对常见的挑战和重要的讨论主题进行了研究。我们使用无监督学习对问题进行分类,并根据它们的重要性对所有Stack Overflow问题进行排名。我们的研究结果表明,与其他主题相比,测试框架、数据库和客户端服务器等主题更常被讨论。此外,在与测试相关的讨论中,移动开发问题也出现了上升趋势。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Mining testing questions on stack overflow
During software maintenance, testing is a crucial activity to ensure the quality of code as it evolves over time. With the increasing size and complexity of software, adequate software testing has become increasingly important. Developers often ask problems they face during testing on Community Question Answering (CQA) websites such as Stack Overflow. These websites can serve as good repositories to understand the common topics of discussions and challenges faced by developers during testing. In this paper, we present a study of common challenges and important topics of discussion, by mining testing related questions asked on Stack Overflow. We use unsupervised learning to categorize the questions and rank all the Stack Overflow questions based on their importance. Our results show that topics such as test framework, database and client server are more often discussed compared to other topics. Also, there has been an uptrend for mobile development questions in testing related discussions.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Automatic prediction of bug fixing effort measured by code churn size Duplicate issue detection for the Android open source project On the feasibility of detecting cross-platform code clones via identifier similarity Mining testing questions on stack overflow Code migration with statistical machine translation
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1