Non-intrusive quantification of performance and its relationship to mood

Detalhes bibliográficos
Autor(a) principal: Carneiro, Davide Rua
Data de Publicação: 2017
Outros Autores: Pimenta, André, Neves, José, Novais, Paulo
Tipo de documento: Artigo
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/1822/50514
Resumo: The number of jobs that takes place entirely or partially in a computer is nowadays very signi cant. These workplaces, as many others, often o er the key ingredients for the emergence of stress and the performance drop of its long-term e ects: long hours sitting, sustained cognitive e ort, pressure from competitiveness, among others. This has a toll on productivity and work quality, with signi cant costs for both organizations and workers. Moreover, a tired workforce is generally more susceptible to negative feelings and mood, which results in a negative environment. This paper contributes to the current need for the development of non-intrusive methods for monitoring and managing worker performance in real time. We propose a framework that assesses worker performance and a case study in which this approach was validated. We also show the relationship between performance and mood.
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spelling Non-intrusive quantification of performance and its relationship to moodWorker PerformanceMoodStatistical AnalysisDistributed IntelligenceEngenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e InformáticaScience & TechnologyThe number of jobs that takes place entirely or partially in a computer is nowadays very signi cant. These workplaces, as many others, often o er the key ingredients for the emergence of stress and the performance drop of its long-term e ects: long hours sitting, sustained cognitive e ort, pressure from competitiveness, among others. This has a toll on productivity and work quality, with signi cant costs for both organizations and workers. Moreover, a tired workforce is generally more susceptible to negative feelings and mood, which results in a negative environment. This paper contributes to the current need for the development of non-intrusive methods for monitoring and managing worker performance in real time. We propose a framework that assesses worker performance and a case study in which this approach was validated. We also show the relationship between performance and mood.This work has been supported by COMPETE: POCI-01-0145-FEDER-007043 and FCT - Fundação para a Ciência e Tecnologia within the Project Scope: UID/CEC/00319/2013. The work of Davide Carneiro is supported by a PostDoctoral Grant by FCT (SFRH/BPD/109070/2015).info:eu-repo/semantics/publishedVersionSpringerUniversidade do MinhoCarneiro, Davide RuaPimenta, AndréNeves, JoséNovais, Paulo20172017-01-01T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/articleapplication/pdfhttp://hdl.handle.net/1822/50514engCarneiro D., Pimenta A., Neves J., Novais P., Non-intrusive Quantification of Performance and its Relationship to Mood, Soft Computing, Springer, ISSN: 1432-7643, vol. 21, Issue nº 17, pp 4917-4923, 2017. http://dx.doi.org/10.1007/s00500-016-2380-y.1432-76431433-747910.1007/s00500-016-2380-yinfo: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:RCAAP2023-07-21T12:13:32Zoai:repositorium.sdum.uminho.pt:1822/50514Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-19T19:05:40.525356Repositório 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 Non-intrusive quantification of performance and its relationship to mood
title Non-intrusive quantification of performance and its relationship to mood
spellingShingle Non-intrusive quantification of performance and its relationship to mood
Carneiro, Davide Rua
Worker Performance
Mood
Statistical Analysis
Distributed Intelligence
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Science & Technology
title_short Non-intrusive quantification of performance and its relationship to mood
title_full Non-intrusive quantification of performance and its relationship to mood
title_fullStr Non-intrusive quantification of performance and its relationship to mood
title_full_unstemmed Non-intrusive quantification of performance and its relationship to mood
title_sort Non-intrusive quantification of performance and its relationship to mood
author Carneiro, Davide Rua
author_facet Carneiro, Davide Rua
Pimenta, André
Neves, José
Novais, Paulo
author_role author
author2 Pimenta, André
Neves, José
Novais, Paulo
author2_role author
author
author
dc.contributor.none.fl_str_mv Universidade do Minho
dc.contributor.author.fl_str_mv Carneiro, Davide Rua
Pimenta, André
Neves, José
Novais, Paulo
dc.subject.por.fl_str_mv Worker Performance
Mood
Statistical Analysis
Distributed Intelligence
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Science & Technology
topic Worker Performance
Mood
Statistical Analysis
Distributed Intelligence
Engenharia e Tecnologia::Engenharia Eletrotécnica, Eletrónica e Informática
Science & Technology
description The number of jobs that takes place entirely or partially in a computer is nowadays very signi cant. These workplaces, as many others, often o er the key ingredients for the emergence of stress and the performance drop of its long-term e ects: long hours sitting, sustained cognitive e ort, pressure from competitiveness, among others. This has a toll on productivity and work quality, with signi cant costs for both organizations and workers. Moreover, a tired workforce is generally more susceptible to negative feelings and mood, which results in a negative environment. This paper contributes to the current need for the development of non-intrusive methods for monitoring and managing worker performance in real time. We propose a framework that assesses worker performance and a case study in which this approach was validated. We also show the relationship between performance and mood.
publishDate 2017
dc.date.none.fl_str_mv 2017
2017-01-01T00:00:00Z
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/1822/50514
url http://hdl.handle.net/1822/50514
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv Carneiro D., Pimenta A., Neves J., Novais P., Non-intrusive Quantification of Performance and its Relationship to Mood, Soft Computing, Springer, ISSN: 1432-7643, vol. 21, Issue nº 17, pp 4917-4923, 2017. http://dx.doi.org/10.1007/s00500-016-2380-y.
1432-7643
1433-7479
10.1007/s00500-016-2380-y
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eu_rights_str_mv openAccess
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dc.publisher.none.fl_str_mv Springer
publisher.none.fl_str_mv Springer
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
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