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NLP in Requirements Processing: A Content Analysis Based Systematic Literature Mapping

dc.contributor.authorManrique-Losada B
dc.contributor.authorMoreira F
dc.contributor.authorCadavid E.J.
dc.date.accessioned2024-07-31T21:07:02Z
dc.date.available2024-07-31T21:07:02Z
dc.date.created2024
dc.identifier.isbn9783031603273
dc.identifier.issn23673370
dc.identifier.urihttp://hdl.handle.net/11407/8453
dc.descriptionAs a result of the evolution of agile methodologies in the software development industry, there are currently various applications of Natural Language Processing techniques, models, and tools to classify, extract, and analyze documents within the stages of the software development process. However, their utility has been relatively unexplored in relation to the processing of user stories, such as the most widely used technique for capturing and specifying requirements in the last decade. This article presents a content analysis based on a systematic literature mapping on the application of natural language processing in user stories, following Petersen’s methodological proposal. The search methodology is based on obtaining relevant articles from Dimensions, ScienceDirect, IEEE, and Scopus. Initially, 483 articles published between 2018 and 2022 were identified, and inclusion and exclusion criteria were applied, filtering down to 125 articles for review. Finally, a quality assessment was conducted, resulting in 57 articles relevant. Analyzing these primary studies, findings are identified, and current/future lines of work are proposed as contributions to this field of knowledge. © The Author(s), under exclusive license to Springer Nature Switzerland AG 2024.
dc.language.isoeng
dc.publisherSpringer Science and Business Media Deutschland GmbH
dc.relation.isversionofhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85194278531&doi=10.1007%2f978-3-031-60328-0_24&partnerID=40&md5=eed8f75ed68bb37182779d908cb09902
dc.sourceLecture Notes in Networks and Systems
dc.sourceLect. Notes Networks Syst.
dc.sourceScopus
dc.subjectNatural Language Processingeng
dc.subjectSoftware requirementseng
dc.subjectUser storieseng
dc.subjectApplication programseng
dc.subjectNatural language processing systemseng
dc.subjectRequirements engineeringeng
dc.subjectSoftware designeng
dc.subjectAgile Methodologieseng
dc.subjectContent analysiseng
dc.subjectDevelopment industryeng
dc.subjectLanguage processingeng
dc.subjectLanguage processing techniqueseng
dc.subjectNatural language processingeng
dc.subjectNatural languageseng
dc.subjectProcessing modeleng
dc.subjectSoftware requirementseng
dc.subjectUser storieseng
dc.subjectMappingeng
dc.titleNLP in Requirements Processing: A Content Analysis Based Systematic Literature Mappingeng
dc.typeconference paper
dc.rights.accessrightsinfo:eu-repo/semantics/restrictedAccess
dc.publisher.programIngeniería de Sistemasspa
dc.type.spaDocumento de conferencia
dc.identifier.doi10.1007/978-3-031-60328-0_24
dc.relation.citationvolume990 LNNS
dc.relation.citationstartpage251
dc.relation.citationendpage260
dc.publisher.facultyFacultad de Ingenieríasspa
dc.affiliationManrique-Losada, B., University of Medellín, ANT, Medellín, Colombia
dc.affiliationMoreira, F., Portucalense University, PT, Porto, Portugal
dc.affiliationCadavid, E.J., University of Medellín, ANT, Medellín, Colombia
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dc.relation.referencesNazir, F., Butt, W.H., Anwar, M.W., Khan Khattak, M.A., The applications of natural language processing (NLP) for software requirement engineering-a systematic literature review (2017) ICISA 2017. LNEE, 424, pp. 485-493. , https://doi.org/10.1007/978-981-10-4154-9_56, Kim, K., Joukov, N. (eds.), Springer, Singapore
dc.type.versioninfo:eu-repo/semantics/publishedVersion
dc.identifier.reponamereponame:Repositorio Institucional Universidad de Medellín
dc.identifier.repourlrepourl:https://repository.udem.edu.co/
dc.identifier.instnameinstname:Universidad de Medellín
dc.contributor.event12th World Conference on Information Systems and Technologies, WorldCIST 2024


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