Understanding the social evolution of the Java community in Stack Overflow: a 10-year study of developer interactions

Detalhes bibliográficos
Autor(a) principal: Blanco, Guillermo
Data de Publicação: 2020
Outros Autores: Pérez-López, Roi, Fdez-Riverola, Florentino, Lourenço, Anália Maria Garcia
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/63736
Resumo: Supplementary material related to this article can be foundonline at https://doi.org/10.1016/j.future.2019.12.021 ; "Available online 17 December 2019"
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spelling Understanding the social evolution of the Java community in Stack Overflow: a 10-year study of developer interactionsQ&A platformsStack OverflowJavaQuality of serviceCommunity analysisMachine learningQ&A platformsScience & TechnologySupplementary material related to this article can be foundonline at https://doi.org/10.1016/j.future.2019.12.021 ; "Available online 17 December 2019"Today, 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.This 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.info:eu-repo/semantics/publishedVersionElsevierUniversidade do MinhoBlanco, GuillermoPérez-López, RoiFdez-Riverola, FlorentinoLourenço, Anália Maria Garcia2020-042020-04-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/63736engBlanco, 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, 20200167-739X10.1016/j.future.2019.12.021https://www.journals.elsevier.com/future-generation-computer-systemsinfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2023-07-21T12:05:21Zoai:repositorium.sdum.uminho.pt:1822/63736Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T18:55:45.786166Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv Understanding the social evolution of the Java community in Stack Overflow: a 10-year study of developer interactions
title Understanding the social evolution of the Java community in Stack Overflow: a 10-year study of developer interactions
spellingShingle Understanding the social evolution of the Java community in Stack Overflow: a 10-year study of developer interactions
Blanco, Guillermo
Q&A platforms
Stack Overflow
Java
Quality of service
Community analysis
Machine learning
Q&A platforms
Science & Technology
title_short Understanding the social evolution of the Java community in Stack Overflow: a 10-year study of developer interactions
title_full Understanding the social evolution of the Java community in Stack Overflow: a 10-year study of developer interactions
title_fullStr Understanding the social evolution of the Java community in Stack Overflow: a 10-year study of developer interactions
title_full_unstemmed Understanding the social evolution of the Java community in Stack Overflow: a 10-year study of developer interactions
title_sort Understanding the social evolution of the Java community in Stack Overflow: a 10-year study of developer interactions
author Blanco, Guillermo
author_facet Blanco, Guillermo
Pérez-López, Roi
Fdez-Riverola, Florentino
Lourenço, Anália Maria Garcia
author_role author
author2 Pérez-López, Roi
Fdez-Riverola, Florentino
Lourenço, Anália Maria Garcia
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Blanco, Guillermo
Pérez-López, Roi
Fdez-Riverola, Florentino
Lourenço, Anália Maria Garcia
dc.subject.por.fl_str_mv Q&A platforms
Stack Overflow
Java
Quality of service
Community analysis
Machine learning
Q&A platforms
Science & Technology
topic Q&A platforms
Stack Overflow
Java
Quality of service
Community analysis
Machine learning
Q&A platforms
Science & Technology
description Supplementary material related to this article can be foundonline at https://doi.org/10.1016/j.future.2019.12.021 ; "Available online 17 December 2019"
publishDate 2020
dc.date.none.fl_str_mv 2020-04
2020-04-01T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
format article
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1822/63736
url http://hdl.handle.net/1822/63736
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Blanco, 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, 2020
0167-739X
10.1016/j.future.2019.12.021
https://www.journals.elsevier.com/future-generation-computer-systems
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Elsevier
publisher.none.fl_str_mv Elsevier
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
repository.mail.fl_str_mv
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