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IEEE Access, 2020 Background: Replication is a recurrent issue in empirical software engineering (ESE). Although it is a foundation of science, replication is hard to execute despite the many supporting tools meant to facilitate reproducibility.
Carlos E. Anchundia +1 more
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Visualizing Anti-Patterns in Microservices at Runtime: A Systematic Mapping Study
IEEE Access, 2023 In the world of microservices, companies must be able to create systems that operate in the most efficient way. To achieve this, anti-patterns must be avoided because of their detriment to the quality of the system.
Garrett Parker +6 more
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Drivers for Platform Business Model Innovation: Individuals in Control over their Personal Data
Journal of Innovation Management, 2022 Personal data has become an important resource in today’s market and in platform business models. In fact, the essence of many platform business models is to create value for an individual by offering a free service and to capture value by collecting and
Laura Kemppainen +3 more
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The limits of empirical studies of software engineering [PDF]
2003 International Symposium on Empirical Software Engineering, 2003. ISESE 2003. Proceedings., 2004 Some advocates of empirical studies of software engineering appear to be claiming that empirical studies alone can tell us how we should do software development. This paper argues that what can be learned from empirical studies, while important, is very limited.
openaire +2 more sources
Systematic Literature Review on Evolvable Knowledge Graphs in Manufacturing
IEEE AccessThis systematic literature review investigates how evolvable knowledge graphs (KGs) enhance manufacturing. Evolvable KGs adapt to changing knowledge by leveraging machine learning algorithms and human expertise to improve decision-making, operational ...
Anna Teern +4 more
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IEEE Access, 2021 Small software companies face numerous challenges of complexity, unstructured software development processes and scarce resources. This notwithstanding, the companies have dominated the software market by 80 percent.
Micheal Tuape +4 more
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Adopting Scrum in Hybrid Settings, in a University Course Project: Reflections and Recommendations
IEEE AccessAgile software development (ASD) methods such as Scrum promote collocated team collaboration. However, adopting Scrum in hybrid work environments can pose challenges.
Woubshet Behutiye +2 more
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Cross–Project Defect Prediction With Respect To Code Ownership Model: An Empirical Study
e-Informatica Software Engineering Journal, 2015 The paper presents an analysis of 83 versions of industrial, open-source and academic projects. We have empirically evaluated whether those project types constitute separate classes of projects with regard to defect prediction.
Marian Jureczko, Lech Madeyski
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Developing a Taxonomy for Software Engineering Education Through an Empirical Approach
CLEI Electronic Journal, 2020 Background: Software engineering has been formalized to a greater extent since 2000; this can be seen in the development of different bodies of knowledge.
Sebastián Pizard, Diego Vallespir
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Neg/pos-Normalized Accuracy Measures for Software Defect Prediction
IEEE Access, 2022 In evaluating the performance of software defect prediction models, accuracy measures such as precision and recall are commonly used. However, most of these measures are affected by neg/pos ratio of the data set being predicted, where neg is the number ...
Maohua Gan, Zeynep Yucel, Akito Monden
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