Please use this identifier to cite or link to this item: http://hdl.handle.net/1822/63736

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dc.contributor.authorBlanco, Guillermopor
dc.contributor.authorPérez-López, Roipor
dc.contributor.authorFdez-Riverola, Florentinopor
dc.contributor.authorLourenço, Anália Maria Garciapor
dc.date.accessioned2020-02-05T11:14:47Z-
dc.date.available2020-02-05T11:14:47Z-
dc.date.issued2020-04-
dc.identifier.citationBlanco, Guillermo; Pérez-López, Roi; Fdez-Riverola, Florentino; Lourenço, Anália, Understanding the social evolution of the Java community in Stack Overflow: A 10-year study of developer interactions. Future Generation Computer Systems, 105, 446-454, 2020por
dc.identifier.issn0167-739Xpor
dc.identifier.urihttp://hdl.handle.net/1822/63736-
dc.descriptionSupplementary material related to this article can be foundonline at https://doi.org/10.1016/j.future.2019.12.021 ; "Available online 17 December 2019"por
dc.description.abstractToday, Social Media is a key information source for a wide range of domains as a means to gain a better understanding of information flows and user communities. This work introduces a methodology combining machine learning and graph mining approaches to address relevant aspects of quality of service and user intrinsic motivation from the users perspective. The focus of the present analysis is set on the social interactions among software developers via Stack Overflow. Over the last 10 years, software developers have become intensively involved in knowledge sharing and platforms such as Stack Overflow have accumulated a lot of development data and knowledge. The proposed methodology is applied to explore the social dynamics of the Java programming language community and bring forward relevant, non-trivial knowledge about developer interests, information flows and user engagement and reputation. The ultimate aim is to improve question preparation towards better question routing and voting outcome.por
dc.description.sponsorshipThis study was supported by the Consellería de Educación,Universidades e Formación Profesional (Xunta de Galicia), Spainunder the scope of the strategic funding of ED431C2018/55-GRC Competitive Reference Group, and the Portuguese Foundation for Science and Technology (FCT) under the scope of the strategic funding of UID/BIO/04469/2019 unit. SING group thanks CITI(Centro de Investigación, Transferencia e Innovación) from theUniversity of Vigo for hosting its IT infrastructure.por
dc.language.isoengpor
dc.publisherElsevierpor
dc.rightsopenAccesspor
dc.subjectQ&A platformspor
dc.subjectStack Overflowpor
dc.subjectJavapor
dc.subjectQuality of servicepor
dc.subjectCommunity analysispor
dc.subjectMachine learningpor
dc.subjectQ&A platformspor
dc.titleUnderstanding the social evolution of the Java community in Stack Overflow: a 10-year study of developer interactionspor
dc.typearticle-
dc.peerreviewedyespor
dc.relation.publisherversionhttps://www.journals.elsevier.com/future-generation-computer-systemspor
dc.commentsCEB52348por
oaire.citationStartPage446por
oaire.citationEndPage454por
oaire.citationVolume105por
dc.date.updated2019-12-28T16:53:08Z-
dc.identifier.doi10.1016/j.future.2019.12.021por
dc.description.publicationversioninfo:eu-repo/semantics/publishedVersion-
dc.subject.wosScience & Technologypor
sdum.journalFuture Generation Computer Systemspor
Appears in Collections:CEB - Publicações em Revistas/Séries Internacionais / Publications in International Journals/Series

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