Named Entity Extraction in Requirement Specification: A Comparison

cic.institucionOrigenLaboratorio de Investigación y Formación en Informática Avanzada (LIFIA)
cic.isFulltextSI
cic.isPeerReviewedSI
cic.lugarDesarrolloLaboratorio de Investigación y Formación en Informática Avanzada (LIFIA)
cic.parentTypeObjeto de conferencia
cic.versionAceptada
dc.date.accessioned2023-12-21T12:21:30Z
dc.date.available2023-12-21T12:21:30Z
dc.identifier.urihttps://digital.cic.gba.gob.ar/handle/11746/12154
dc.titleNamed Entity Extraction in Requirement Specification: A Comparisonen
dc.typeDocumento de conferencia
dcterms.abstractSoftware requirements specifications generally are written in natural language. Identifying and extracting the main concepts involved in a requirements specification could be useful for the development process, quality assurance, and software maintenance. However, a computer agent is not able to process and understand immediately the content and information included in the natural language documents. Named entity extraction is a task that involves recognizing entities in a text and linking them to a knowledge graph to disambiguate them. In the field of requirements, applying this task can be useful for building structures that allow for the representation and efficient management of complex information. Different tools are focused in entity extraction and then an entity linking with a specific knowledge graph such as Wikidata. This work compares different named entity extraction tools in the task of extracting entities in a requirements specification.en
dcterms.creator.authorTanevitch, Luciana
dcterms.creator.authorAntonelli, Leandro
dcterms.creator.authorTorres, Diego
dcterms.isPartOf.seriesDecisioning 2023. The second workshop on Collaboration in knowledge discovery and decision making (Popayán, Colombia 21 al 23 de junio de 2023)
dcterms.issued2023-06
dcterms.languageInglés
dcterms.licenseAttribution-NonCommercial-ShareAlike 4.0 International (BY-NC-SA 4.0)
dcterms.subjectNamed Entity Extractionen
dcterms.subjectKnowledge graphen
dcterms.subjectRequirements engineeringen

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