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Successful intrusion detection with a single deep autoencoder: theory and practice 利用单个深度自动编码器成功进行入侵检测：理论与实践
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-05-25 DOI: 10.1007/s11219-023-09636-2
Marta Catillo, A. Pecchia, Umberto Villano
{"title":"Successful intrusion detection with a single deep autoencoder: theory and practice","authors":"Marta Catillo, A. Pecchia, Umberto Villano","doi":"10.1007/s11219-023-09636-2","DOIUrl":"https://doi.org/10.1007/s11219-023-09636-2","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41910206","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Formal verification process of the compliance of a multicore AUTOSAR OS 多核AUTOSAR操作系统合规性的正式验证过程
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-05-25 DOI: 10.1007/s11219-023-09626-4
Imane Haur, Jean-Luc Béchennec, Olivier H. Roux
{"title":"Formal verification process of the compliance of a multicore AUTOSAR OS","authors":"Imane Haur, Jean-Luc Béchennec, Olivier H. Roux","doi":"10.1007/s11219-023-09626-4","DOIUrl":"https://doi.org/10.1007/s11219-023-09626-4","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44240059","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A replication study on the intuitiveness of programming language syntax 程序语言语法直观性的复制研究
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-05-25 DOI: 10.1007/s11219-023-09631-7
Vilma Lappi, V. Tirronen, Jonne Itkonen
{"title":"A replication study on the intuitiveness of programming language syntax","authors":"Vilma Lappi, V. Tirronen, Jonne Itkonen","doi":"10.1007/s11219-023-09631-7","DOIUrl":"https://doi.org/10.1007/s11219-023-09631-7","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"49665391","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Systematic analysis of automated threat modelling techniques: Comparison of open-source tools 自动化威胁建模技术的系统分析:开源工具的比较
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-05-25 DOI: 10.1007/s11219-023-09634-4
D. Granata, M. Rak
{"title":"Systematic analysis of automated threat modelling techniques: Comparison of open-source tools","authors":"D. Granata, M. Rak","doi":"10.1007/s11219-023-09634-4","DOIUrl":"https://doi.org/10.1007/s11219-023-09634-4","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47532874","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 3
Machine learning for mHealth apps quality evaluation: An approach based on user feedback analysis. 移动健康应用质量评估的机器学习
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-05-23 DOI: 10.1007/s11219-023-09630-8
Mariem Haoues, Raouia Mokni, Asma Sellami
{"title":"Machine learning for mHealth apps quality evaluation: An approach based on user feedback analysis.","authors":"Mariem Haoues, Raouia Mokni, Asma Sellami","doi":"10.1007/s11219-023-09630-8","DOIUrl":"10.1007/s11219-023-09630-8","url":null,"abstract":"<p><p>Mobile apps for healthcare (mHealth apps for short) have been increasingly adapted to help users manage their health or to get healthcare services. User feedback analysis is a pertinent method that can be used to improve the quality of mHealth apps. The objective of this paper is to use supervised machine learning algorithms to evaluate the quality of mHealth apps according to the ISO/IEC 25010 quality model based on user feedback. For this purpose, a total of 1682 user reviews have been collected from 86 mHealth apps provided by Google Play Store. Those reviews have been classified initially into the ISO/IEC 25010 eight quality characteristics, and further into Negative, Positive, and Neutral opinions. This analysis has been performed using machine learning and natural language processing techniques. The best performances were provided by the Stochastic Gradient Descent (SGD) classifier with an accuracy of 82.00% in classifying user reviews according to the ISO/IEC 25010 quality characteristics. Moreover, Support Vector Machine (SVM) classified the collected user reviews into Negative, Positive, and Neutral with an accuracy of 90.50%. Finally, for each quality characteristic, we classified the collected reviews according to the sentiment polarity. The best performance results were obtained for the Usability, Security, and Compatibility quality characteristics using SGD classifier with an accuracy equal to 98.00%, 97.50%, and 96.00%, respectively. The results of this paper will be effective to assist developers in improving the quality of mHealth apps.</p>","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10203680/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46976501","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Quality aspects of digital forest service management: a case study 数字森林服务管理的质量方面：一个案例研究
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-05-23 DOI: 10.1007/s11219-023-09635-3
M. Jäntti, Markus Aho
{"title":"Quality aspects of digital forest service management: a case study","authors":"M. Jäntti, Markus Aho","doi":"10.1007/s11219-023-09635-3","DOIUrl":"https://doi.org/10.1007/s11219-023-09635-3","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-05-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48860005","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Technological diversity of quantum computing providers: a comparative study and a proposal for API Gateway integration 量子计算提供商的技术多样性：API网关集成的比较研究与建议
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-05-22 DOI: 10.1007/s11219-023-09633-5
J. Alvarado-Valiente, J. Romero-Álvarez, E. Moguel, J. García-Alonso, J. M. Murillo
{"title":"Technological diversity of quantum computing providers: a comparative study and a proposal for API Gateway integration","authors":"J. Alvarado-Valiente, J. Romero-Álvarez, E. Moguel, J. García-Alonso, J. M. Murillo","doi":"10.1007/s11219-023-09633-5","DOIUrl":"https://doi.org/10.1007/s11219-023-09633-5","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-05-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45984830","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Comparative analysis of the syntactic and semantic consistency of terms in software testing glossaries 软件测试词汇表中术语语法和语义一致性的比较分析
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-05-16 DOI: 10.1007/s11219-023-09638-0
L. Olsina, P. Lew, Pablo Becker
{"title":"Comparative analysis of the syntactic and semantic consistency of terms in software testing glossaries","authors":"L. Olsina, P. Lew, Pablo Becker","doi":"10.1007/s11219-023-09638-0","DOIUrl":"https://doi.org/10.1007/s11219-023-09638-0","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41835882","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identifying common and persistent errors made by novice analysts when modeling business processes using UML activity diagram: utilizing a hierarchical error classification 识别新手分析师在使用UML活动图建模业务流程时所犯的常见和持久错误:利用层次错误分类
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-05-15 DOI: 10.1007/s11219-023-09628-2
D. Beimel, Arava Tsoury, Shirly Bar Lev
{"title":"Identifying common and persistent errors made by novice analysts when modeling business processes using UML activity diagram: utilizing a hierarchical error classification","authors":"D. Beimel, Arava Tsoury, Shirly Bar Lev","doi":"10.1007/s11219-023-09628-2","DOIUrl":"https://doi.org/10.1007/s11219-023-09628-2","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-05-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47230822","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Identifying and managing data quality requirements: a design science study in the field of automated driving 识别和管理数据质量需求:自动驾驶领域的设计科学研究
IF 1.9 3区 计算机科学
Software Quality Journal Pub Date : 2023-05-11 DOI: 10.1007/s11219-023-09622-8
Shameer Kumar Pradhan, Hans-Martin Heyn, E. Knauss
{"title":"Identifying and managing data quality requirements: a design science study in the field of automated driving","authors":"Shameer Kumar Pradhan, Hans-Martin Heyn, E. Knauss","doi":"10.1007/s11219-023-09622-8","DOIUrl":"https://doi.org/10.1007/s11219-023-09622-8","url":null,"abstract":"","PeriodicalId":21827,"journal":{"name":"Software Quality Journal","volume":null,"pages":null},"PeriodicalIF":1.9,"publicationDate":"2023-05-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42121659","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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