How to Evaluate Solutions in Pareto-Based Search-Based Software Engineering: A Critical Review and Methodological Guidance [PDF]
IEEE Transactions on Software Engineering, 2020 With modern requirements, there is an increasing tendency of considering multiple objectives/criteria simultaneously in many Software Engineering (SE) scenarios. Such a multi-objective optimization scenario comes with an important issue — how to evaluate
Tao Chen, M. Li, Xin Yao
semanticscholar +1 more source
A Systematic Literature Review on the Use of Deep Learning in Software Engineering Research [PDF]
ACM Transactions on Software Engineering and Methodology, 2020 An increasingly popular set of techniques adopted by software engineering (SE) researchers to automate development tasks are those rooted in the concept of Deep Learning (DL).
Cody Watson +4 more
semanticscholar +1 more source
On the Replicability and Reproducibility of Deep Learning in Software Engineering [PDF]
ACM Transactions on Software Engineering and Methodology, 2020 Context: Deep learning (DL) techniques have gained significant popularity among software engineering (SE) researchers in recent years. This is because they can often solve many SE challenges without enormous manual feature engineering effort and ...
Chao Liu +5 more
semanticscholar +1 more source
Software Engineering Process and Methodology in Blockchain-Oriented Software Development: A Systematic Study [PDF]
International Conference on Software Engineering Research and Applications, 2022 Software Engineering is the process of systematic, disciplined, quantifiable approach that has significant impact on large-scale and complex software development.
Md Jobair Hossain Faruk +5 more
semanticscholar +1 more source
The AR/VR Technology Stack: A Central Repository of Software Development Libraries, Platforms, and Tools [PDF]
, 2023 A comprehensive repository of software development libraries, platforms, and tools specifically to the domains of augmented, virtual, and mixed reality.
arxiv +1 more source
Open Science in Software Engineering [PDF]
Contemporary Empirical Methods in Software Engineering, 2019 Open science describes the movement of making any research artifact available to the public and includes, but is not limited to, open access, open data, and open source.
Daniel Méndez Fernández +3 more
semanticscholar +1 more source
Causal reasoning and symbolic relationships in Medieval Illuminations Raisonnement causale et relations symboliques dans les Enluminures médiévales [PDF]
Journal of Data Mining and Digital Humanities, 2019 This work applies knowledge engineering’s techniques to medieval illuminations. Inside it, an illumination is considered as a knowledge graph which was used by some elites in the Middle Ages to represent themselves as a social group and exhibit the ...
Djibril Diarra +2 more
doaj
The Risk-Taking Software Engineer: A Framed Portrait [PDF]
, 2023 Background: Risk-taking is prevalent in a host of activities performed by software engineers on a daily basis, yet there is scant research on it. Aims and Method: We study if software engineers' risk-taking is affected by framing effects and by software engineers' personality.
arxiv +1 more source
Sentiment Analysis for Software Engineering: How Far Can Pre-trained Transformer Models Go?
IEEE International Conference on Software Maintenance and Evolution, 2020 Extensive research has been conducted on sentiment analysis for software engineering (SA4SE). Researchers have invested much effort in developing customized tools (e.g., SentiStrength-SE, SentiCR) to classify the sentiment polarity for Software ...
Ting Zhang +5 more
semanticscholar +1 more source
Analysing app reviews for software engineering: a systematic literature review
Empirical Software Engineering, 2022 App reviews found in app stores can provide critically valuable information to help software engineers understand user requirements and to design, debug, and evolve software products.
Jacek Dąbrowski +3 more
semanticscholar +1 more source