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Process Mining for IS Project Management: A Systematic Literature Review

2025-04-11Artigo de revisão Acesso aberto
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datacite.subject.fosCiências Naturais::Ciências da Computação e da Informação
datacite.subject.sdg09:Indústria, Inovação e Infraestruturas
dc.contributor.authorPedrosa, Joana
dc.contributor.authorMagalhães, Luis Gonzaga
dc.contributor.authorMartinho, Ricardo
dc.date.accessioned2026-04-27T13:33:20Z
dc.date.available2026-04-27T13:33:20Z
dc.date.issued2025-04-11en_US
dc.date.updated2026-04-23T12:12:18Z
dc.descriptionArticle number - 373155
dc.description.abstractRecently, process mining techniques have been used to discover, analyze, and improve business processes' performance, including project management processes conducted in IS projects. In this literature review, 383 documents were found and 59 were selected as relevant in the use of process mining for project management. These works were categorized according to the eight project performance domains presented by the Project Management Body of Knowledge. Approximately 50% were associated with the development approach and life cycle domain, in contrast to only 3% associated with the stakeholder domain. In addition to this review, other reviews were identified that explored the same theme but with an emphasis on agile software development. The process mining discovery techniques were the most applied in this context. The findings from the review suggested a gap in the literature regarding the correlation between process mining and IS project success.eng
dc.description.sponsorshipThis work was financially supported by Project ProM4Prod: Plataforma de Process Mining para descoberta, medição, monitorização e otimização de processos de produção (CENTRO-01-0247-FEDER- 047242) in the scope of Portugal 2020, co-funded by FEDER under the framework of PO CENTRO.
dc.description.versionN/A
dc.identifier.citationPedrosa, J., Magalhães, L. G., & Martinho, R. (2025). Process Mining for IS Project Management: A Systematic Literature Review. Information Resources Management Journal, 38(1), 1–19. https://doi.org/10.4018/IRMJ.373155
dc.identifier.doi10.4018/IRMJ.373155en_US
dc.identifier.eissn1533-7979
dc.identifier.issn1040-1628
dc.identifier.slugcv-prod-4491523
dc.identifier.urihttp://hdl.handle.net/10400.8/16203
dc.language.isoeng
dc.peerreviewedyes
dc.publisherIGI Global
dc.relation.hasversionhttps://www.igi-global.com/article/process-mining-for-is-project-management/373155
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/
dc.subjectProcess Mining
dc.subjectInformation System
dc.subjectProject Management
dc.subjectSystematic Literature Review
dc.subjectIS Project Success
dc.titleProcess Mining for IS Project Management: A Systematic Literature Revieweng
dc.typereview article
dspace.entity.typePublication
oaire.citation.endPage19
oaire.citation.issue1
oaire.citation.startPage1
oaire.citation.titleInformation Resources Management Journal
oaire.citation.volume38
oaire.versionhttp://purl.org/coar/version/c_970fb48d4fbd8a85
person.familyNameMartinho
person.givenNameRicardo
person.identifier.ciencia-idF51E-9BB5-EF92
person.identifier.orcid0000-0003-1157-7510
person.identifier.ridK-8277-2013
person.identifier.scopus-author-id25823103700
rcaap.cv.cienciaidF51E-9BB5-EF92 | Ricardo Martinho
rcaap.rightsopenAccessen_US
relation.isAuthorOfPublicationb2a74e46-f06c-4dcd-8c64-8f78f1d55440
relation.isAuthorOfPublication.latestForDiscoveryb2a74e46-f06c-4dcd-8c64-8f78f1d55440

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