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Performance analysis of a text processing architecture for knowledge acquisition in requirements engineering

dc.creatorManrique B.
dc.creatorSolari M.
dc.creatorZapata C.M.
dc.date2018
dc.date.accessioned2021-02-05T15:00:09Z
dc.date.available2021-02-05T15:00:09Z
dc.identifier.isbn9781450365727
dc.identifier.urihttp://hdl.handle.net/11407/6152
dc.descriptionThis study is aimed to validate a text processing architecture for knowledge acquisition and analyze the performance of several populations under controlled validation studies by focusing on empirical methods. We report our experience by analyzing three case studies whose performance issues have been addressed by using a proposed natural-language-mapping model. We discuss the advantages and the disadvantages of an automated prototype for implementing such architectural model, compared with a by-hand one. We compare the cases running out on the prototype in order to identify the suitable features the software systems should have. The final goal of the validation process is describing an ongoing research work concerned with the definition of an approach to automate processes for knowledge extraction in requirements engineering. Some of achieved findings of the performance analysis are: (i) the approach can be applied to business-based technical documents regardless of the organizational process involved; (ii) the activities related to the domain understanding can be executed in a low-costs process; and (iii) empirical methods can be used in controlled validation studies for knowledge extraction approaches. © 2018 Association for Computing Machinery.
dc.language.isoeng
dc.publisherAssociation for Computing Machinery
dc.relation.isversionofhttps://www.scopus.com/inward/record.uri?eid=2-s2.0-85064524576&doi=10.1145%2f3293614.3293657&partnerID=40&md5=0ecccf088dfae856c2156b77e6097444
dc.sourceACM International Conference Proceeding Series
dc.titlePerformance analysis of a text processing architecture for knowledge acquisition in requirements engineering
dc.typeConference Papereng
dc.rights.accessrightsinfo:eu-repo/semantics/restrictedAccess
dc.publisher.programIngeniería de Sistemasspa
dc.identifier.doi10.1145/3293614.3293657
dc.publisher.facultyFacultad de Ingenieríasspa
dc.affiliationManrique, B., Universidad de Medellín, Cra. 87 No. 30-65, Medellín, Colombia
dc.affiliationSolari, M., Universidad ORT Uruguay, Cuareim 1451, Montevideo, Uruguay
dc.affiliationZapata, C.M., Universidad Nacional de Colombia, Cra. 80 No. M8A-310, Medellín, Colombia
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dc.type.versioninfo:eu-repo/semantics/publishedVersion
dc.type.driverinfo:eu-repo/semantics/other


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