{"title":"Boosted Exploratory Test Architecture: Coaching Test Engineers with Word Similarity","authors":"Y. Nishi, Yusuke Shibasaki","doi":"10.1109/ICSTW52544.2021.00038","DOIUrl":null,"url":null,"abstract":"Testing software using machine learning and neural network is difficult due to non-linearity. This paper proposes Boosted Exploratory Test architecture to support creativity of test engineers by using a non-linear test generator. This paper also shows experimental results Boosted Exploratory Test architecture with Word2Vec is better for a smart speaker.","PeriodicalId":371680,"journal":{"name":"2021 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW)","volume":"78 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICSTW52544.2021.00038","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
Testing software using machine learning and neural network is difficult due to non-linearity. This paper proposes Boosted Exploratory Test architecture to support creativity of test engineers by using a non-linear test generator. This paper also shows experimental results Boosted Exploratory Test architecture with Word2Vec is better for a smart speaker.