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Software engineering for AI-based systems: A survey
(2022-04-01)
Article
Open AccessAI-based systems are software systems with functionalities enabled by at least one AI component (e.g., for image-, speech-recognition, and autonomous driving). AI-based systems are becoming pervasive in society due to ... -
On the requirements engineer role
(2021-06)
Article
Open AccessThe requirements engineer role is defined differently within most organizations. -
Strategies to manage quality requirements in agile software development: a multiple case study
(Springer, 2021-03)
Article
Open AccessAgile methods can deliver software that fulfills customer needs rapidly and continuously. Quality requirements (QRs) are important in this regard; however, detailed studies on how companies applying agile methods to manage ... -
Use and misuse of the term experiment in mining software repositories research
(2021)
Article
Open AccessThe significant momentum and importance of Mining Software Repositories (MSR) in Software Engineering (SE) has fostered new opportunities and challenges for extensive empirical research. However, MSR researchers seem to ... -
Data pre-processing pipeline generation for AutoETL
(Elsevier, 2022-09)
Article
Restricted access - publisher's policyData pre-processing plays a key role in a data analytics process (e.g., applying a classification algorithm on a predictive task). It encompasses a broad range of activities that span from correcting errors to selecting ... -
Privacy and e-learning: a pending task
(Multidisciplinary Digital Publishing Institute (MDPI), 2021-08-17)
Article
Open AccessMost educational software programs use and gather personal information and metadata from students. Additionally, most of the educational software programs are no longer operated by the learning institutions but are run by ... -
Quality measurement in agile and rapid software development: A systematic mapping
(2022-04)
Article
Open AccessContext: In despite of agile and rapid software development (ARSD) being researched and applied extensively, managing quality requirements (QRs) are still challenging. As ARSD processes produce a large amount of data, ... -
Clustering projects for eLearning interoperability
(2012-01)
Article
Open AccessSince the beginning of the discipline, eLearning has been about innovation. New software, systems, contents and tools are being created and experimented with and in constant evolution. But when systems, contents and tools ... -
An alternative view on data processing pipelines from the DOLAP 2019 perspective
(Elsevier, 2020-09)
Article
Open AccessData science requires constructing data processing pipelines (DPPs), which span diverse phases such as data integration, cleaning, pre-processing, and analysis. However, current solutions lack a strong data engineering ... -
High-level ETL for semantic data warehouses
(2022)
Article
Open AccessThe popularity of the Semantic Web (SW) encourages organizations to organize and publish semantic data using the RDF model. This growth poses new requirements to Business Intelligence (BI) technologies to enable On-Line ... -
Local technology to enhance data privacy and security in educational technology
(2021)
Article
Open AccessIn educational environments, technological adoption in the last 10 years has enabled a data-driven and decisionmaking paradigm in organizations. The integration of cloud services in schools and universities is a positive ... -
A study about the knowledge and use of requirements engineering standards in industry
(2021-06-09)
Article
Open AccessContext. The use of standards is considered a vital part of any engineering discipline. So one could expect that standards play an important role in Requirements Engineering (RE) as well. However, little is known about the ...
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