FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3137174955> ?p ?o ?g. }

• W3137174955 abstract "Requirement Engineering (RE) plays an integral role throughout the process of software development. Requirement identification and prioritisation are the foremost phases of the RE process. Latest RE research work uses Machine Learning (ML) algorithms to tackle RE problems such as identifying requirements and assigning priorities to requirements, which have given better results than that of traditional natural language processing methods. An adequate understanding of these ML methods, however, is still lacking. The aim of this study is to understand which of the ML algorithms is likely to classify and prioritise the requirements efficiently and how they can be evaluated. It is observed that the current approaches are having constraints of scalability and complexity. Different methods used for the text preprocessing of requirements from SRS and user reviews are also proposed. 6 different ML algorithms and 6 different prioritisation algorithms, which are most common methods, are found. The most popular performance parameters used are accuracy, precision and recall. The limitations of these ML approaches are irrespective of dependency of requirements, priorities are assigned to requirements, the results with respect to scalability and speed is inferior." @default.
• W3137174955 created "2021-03-29" @default.
• W3137174955 creator A5024195555 @default.
• W3137174955 creator A5029377013 @default.
• W3137174955 date "2021-01-28" @default.
• W3137174955 modified "2023-10-16" @default.
• W3137174955 title "Classification and Prioritisation of Software Requirements using Machine Learning – A Systematic Review" @default.
• W3137174955 cites W1572786359 @default.
• W3137174955 cites W2027095886 @default.
• W3137174955 cites W2077980038 @default.
• W3137174955 cites W2160660844 @default.
• W3137174955 cites W2525545809 @default.
• W3137174955 cites W2575641950 @default.
• W3137174955 cites W2590061102 @default.
• W3137174955 cites W2733617736 @default.
• W3137174955 cites W2734584310 @default.
• W3137174955 cites W2758253540 @default.
• W3137174955 cites W2760681583 @default.
• W3137174955 cites W2798324077 @default.
• W3137174955 cites W2892913891 @default.
• W3137174955 cites W2903042559 @default.
• W3137174955 cites W2919217740 @default.
• W3137174955 cites W2944636446 @default.
• W3137174955 cites W2947321331 @default.
• W3137174955 cites W2963059063 @default.
• W3137174955 cites W2978993618 @default.
• W3137174955 cites W2981462588 @default.
• W3137174955 cites W2982528027 @default.
• W3137174955 cites W2993259699 @default.
• W3137174955 cites W3005758751 @default.
• W3137174955 cites W3012676037 @default.
• W3137174955 cites W3012745835 @default.
• W3137174955 cites W4229779749 @default.
• W3137174955 doi "https://doi.org/10.1109/confluence51648.2021.9377190" @default.
• W3137174955 hasPublicationYear "2021" @default.
• W3137174955 type Work @default.
• W3137174955 sameAs 3137174955 @default.
• W3137174955 citedByCount "4" @default.
• W3137174955 countsByYear W31371749552022 @default.
• W3137174955 countsByYear W31371749552023 @default.
• W3137174955 crossrefType "proceedings-article" @default.
• W3137174955 hasAuthorship W3137174955A5024195555 @default.
• W3137174955 hasAuthorship W3137174955A5029377013 @default.
• W3137174955 hasConcept C102780508 @default.
• W3137174955 hasConcept C115903868 @default.
• W3137174955 hasConcept C116834253 @default.
• W3137174955 hasConcept C119857082 @default.
• W3137174955 hasConcept C154945302 @default.
• W3137174955 hasConcept C186846655 @default.
• W3137174955 hasConcept C19768560 @default.
• W3137174955 hasConcept C199360897 @default.
• W3137174955 hasConcept C199747065 @default.
• W3137174955 hasConcept C2777904410 @default.
• W3137174955 hasConcept C34736171 @default.
• W3137174955 hasConcept C41008148 @default.
• W3137174955 hasConcept C48044578 @default.
• W3137174955 hasConcept C52913732 @default.
• W3137174955 hasConcept C529173508 @default.
• W3137174955 hasConcept C54534927 @default.
• W3137174955 hasConcept C59488412 @default.
• W3137174955 hasConcept C59822182 @default.
• W3137174955 hasConcept C6604083 @default.
• W3137174955 hasConcept C77088390 @default.
• W3137174955 hasConcept C86803240 @default.
• W3137174955 hasConcept C98045186 @default.
• W3137174955 hasConceptScore W3137174955C102780508 @default.
• W3137174955 hasConceptScore W3137174955C115903868 @default.
• W3137174955 hasConceptScore W3137174955C116834253 @default.
• W3137174955 hasConceptScore W3137174955C119857082 @default.
• W3137174955 hasConceptScore W3137174955C154945302 @default.
• W3137174955 hasConceptScore W3137174955C186846655 @default.
• W3137174955 hasConceptScore W3137174955C19768560 @default.
• W3137174955 hasConceptScore W3137174955C199360897 @default.
• W3137174955 hasConceptScore W3137174955C199747065 @default.
• W3137174955 hasConceptScore W3137174955C2777904410 @default.
• W3137174955 hasConceptScore W3137174955C34736171 @default.
• W3137174955 hasConceptScore W3137174955C41008148 @default.
• W3137174955 hasConceptScore W3137174955C48044578 @default.
• W3137174955 hasConceptScore W3137174955C52913732 @default.
• W3137174955 hasConceptScore W3137174955C529173508 @default.
• W3137174955 hasConceptScore W3137174955C54534927 @default.
• W3137174955 hasConceptScore W3137174955C59488412 @default.
• W3137174955 hasConceptScore W3137174955C59822182 @default.
• W3137174955 hasConceptScore W3137174955C6604083 @default.
• W3137174955 hasConceptScore W3137174955C77088390 @default.
• W3137174955 hasConceptScore W3137174955C86803240 @default.
• W3137174955 hasConceptScore W3137174955C98045186 @default.
• W3137174955 hasLocation W31371749551 @default.
• W3137174955 hasOpenAccess W3137174955 @default.
• W3137174955 hasPrimaryLocation W31371749551 @default.
• W3137174955 hasRelatedWork W1537590089 @default.
• W3137174955 hasRelatedWork W1980019406 @default.
• W3137174955 hasRelatedWork W1985796131 @default.
• W3137174955 hasRelatedWork W1991744488 @default.
• W3137174955 hasRelatedWork W2152705278 @default.
• W3137174955 hasRelatedWork W2212135093 @default.
• W3137174955 hasRelatedWork W2325896982 @default.
• W3137174955 hasRelatedWork W2389952396 @default.
• W3137174955 hasRelatedWork W2473805047 @default.
• W3137174955 hasRelatedWork W4224921875 @default.

• next