e-Informatica Software Engineering Journal最新文献

A Multivocal Literature Review on Non-Technical Debt in Software Development: {A}n Insight into Process, Social, People, Organizational, and Culture Debt 软件开发中的非技术债务:{A}对过程、社会、人员、组织和文化债务的洞察

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e-Informatica Software Engineering Journal Pub Date : 2024-01-01 DOI: 10.37190/e-inf240101

Hina Saeeda, Muhammad Ovais Ahamd, Tomas Gustavsson

引用次数: 0

Continuous Software Engineering Practices in {AI/ML} Development Past the Narrow Lens of {MLOps}: {A}doption Challenges {人工智能/机器学习}开发中的持续软件工程实践:{A}采用的挑战

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e-Informatica Software Engineering Journal Pub Date : 2024-01-01 DOI: 10.37190/e-inf240102

Sini and and and Vänskä, Kai-Kristian Kemell, T. Mikkonen, P. Abrahamsson

{"title":"Continuous Software Engineering Practices in {AI/ML} Development Past the Narrow Lens of {MLOps}: {A}doption Challenges","authors":"Sini and and and Vänskä, Kai-Kristian Kemell, T. Mikkonen, P. Abrahamsson","doi":"10.37190/e-inf240102","DOIUrl":"https://doi.org/10.37190/e-inf240102","url":null,"abstract":"Background: Continuous software engineering practices are currently considered state of the art in Software Engineering (SE). Recently, this interest in continuous SE has extended to ML system development as well, primarily through MLOps. However, little is known about continuous SE in ML development outside the specific continuous practices present in MLOps. Aim: In this paper, we explored continuous SE in ML development more generally, outside the specific scope of MLOps. We sought to understand what challenges organizations face in adopting all the 13 continuous SE practices identified in existing literature. Method: We conducted a multiple case study of organizations developing ML systems. Data from the cases was collected through thematic interviews. The interview instrument focused on different aspects of continuous SE, as well as the use of relevant tools and methods. Results: We interviewed 8 ML experts from different organizations. Based on the data, we identified various challenges associated with the adoption of continuous SE practices in ML development. Our results are summarized through 7 key findings. Conclusion: The largest challenges we identified seem to stem from communication issues. ML experts seem to continue to work in silos, detached from both the rest of the project and the customers.","PeriodicalId":41522,"journal":{"name":"e-Informatica Software Engineering Journal","volume":null,"pages":null},"PeriodicalIF":0.8,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70000353","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Empirical Study of the Evolution of {P}ython Questions on {S}tack {O}verflow {S}tack {O}verflow上{P} python问题演化的实证研究

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e-Informatica Software Engineering Journal Pub Date : 2023-01-01 DOI: 10.37190/e-inf230107

Gopika Syam, Sangeeta Lal, Tao Chen

引用次数: 0

Analysis of Factors Influencing Developers' Sentiments in Commit Logs: Insights from Applying Sentiment Analysis 在提交日志中影响开发者情绪的因素分析:应用情绪分析的见解

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e-Informatica Software Engineering Journal Pub Date : 2022-01-01 DOI: 10.37190/e-inf220102

Rajdeep Kaur, K. Chahal, Munish Saini

引用次数: 2

Self-Adaptation Driven by SysML and Goal Models - A Literature Review SysML和目标模型驱动的自适应研究综述

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e-Informatica Software Engineering Journal Pub Date : 2022-01-01 DOI: 10.37190/e-inf220101

A. Anda, Daniel Amyot

{"title":"Self-Adaptation Driven by SysML and Goal Models - A Literature Review","authors":"A. Anda, Daniel Amyot","doi":"10.37190/e-inf220101","DOIUrl":"https://doi.org/10.37190/e-inf220101","url":null,"abstract":"Background: Socio-cyber-physical systems (SCPSs) are a type of cyber-physical systems with social concerns. Many SCPSs, such as smart homes, must be able to adapt to reach an optimal symbiosis with users and their contexts. The Systems Modeling Language (SysML) is frequently used to specify ordinary CPSs, whereas goal modeling is a requirements engineering approach used to describe and reason about social concerns. Objective: This paper aims to assess existing modeling techniques that support adaptation in SCPSs, and in particular those that integrate SysML with goal modeling. Method: A systematic literature review presents the main contributions of 52 English articles selected from five databases that use both SysML and goal models (17 techniques), SysML models only (11 techniques), or goal models only (8 techniques) for analysis and self-adaptation. Result: Existing techniques have provided increasingly better modeling support for adaptation in a SCPS context, but overall analysis support remains weak. The techniques that combine SysML and goal modeling offer interesting benefits by tracing goals to SysML (requirements) diagrams and influencing the generation of predefined adaptation strategies for expected contexts, but few target adaptation explicitly and most still suffer from a partial coverage of important goal modeling concepts and of traceability management issues.","PeriodicalId":41522,"journal":{"name":"e-Informatica Software Engineering Journal","volume":null,"pages":null},"PeriodicalIF":0.8,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"70000007","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 5

Systematic Literature Review on Search Based Mutation Testing 基于搜索的突变检测系统文献综述

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e-Informatica Software Engineering Journal Pub Date : 2017-01-01 DOI: 10.5277/E-INF170103

J. Nishtha, S. Bharti, R. Shweta

引用次数: 8

Distributed software engineering [Book Review] 分布式软件工程[书评]

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e-Informatica Software Engineering Journal Pub Date : 1996-11-01 DOI: 10.1049/sej.1996.0049

Chris W. Loftus, E. Sherratt, R. J. Gautier, P. A. M. Grandi, D. Price, M. Tedd

引用次数: 0

Erratum: Experience in engineering quality into software 勘误:在软件工程质量方面的经验

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e-Informatica Software Engineering Journal Pub Date : 1996-01-01 DOI: 10.1049/sej.1996.0036

Phillipa L. Bennett

引用次数: 0

Advanced Software Applications in Japan 日本高级软件应用

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e-Informatica Software Engineering Journal Pub Date : 1996-01-01 DOI: 10.1049/SEJ.1996.0032

J. Sparck

引用次数: 4

Editorial: The formal specification of interactive systems 编辑:交互系统的正式规范

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e-Informatica Software Engineering Journal Pub Date : 1996-01-01 DOI: 10.1049/SEJ.1996.0042

M. Harrison

引用次数: 1