SEMKIS-DSL: A Domain-Specific Language to Support Requirements Engineering of Datasets and Neural Network Recognition

• Published in: Information (Basel) Vol. 14; no. 4; p. 213
• Main Authors: Jahić, Benjamin, Guelfi, Nicolas, Ries, Benoît
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 01.04.2023
• Subjects: Automation; Customer satisfaction; Data collection; Datasets; Deep learning; Design; Digital Subscriber Line; Domain specific languages; domain-specific language; Engineering; Engineers; Handwriting recognition; Job qualifications; Language; method; Methods; model-driven engineering; neural network; Neural networks; requirements; Requirements analysis; Requirements specifications; Skills; Software; Software engineering; Specification and description languages; Subject specialists; Training; Vocational qualifications
• ISSN: 2078-2489; 2078-2489
• DOI: 10.3390/info14040213

Neural network (NN) components are being increasingly incorporated into software systems. Neural network properties are determined by their architecture, as well as the training and testing datasets used. The engineering of datasets and neural networks is a challenging task that requires methods and...