Planning and prototyping aggregation and storage of job vacancies over time

Detalhes bibliográficos
Autor(a) principal: Ribeiro, João Gil Neto
Data de Publicação: 2021
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/140667
Resumo: This work project presents an argument for, and a prototype of, a system for aggregation of online job vacancies and their storage. Firstly, an overview of the online job market in Europe highlights the jobs data advantages for Businesses, Government, and other stakeholders. Next, via an automated pipeline, data from selected Portuguese job platforms was aggregated and transformed, leveraging machine learning tools. The collected data was analyzed to visualize the Portuguese jobs market by jobs, locations, sectors, and skills. We conclude, discussing how stakeholders can contribute toward the project’s implementation and reflect on future development. This work project is part of an ongoing partnership project with the IEFP.
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spelling Planning and prototyping aggregation and storage of job vacancies over timeMachine learningJobsData collectionData visualizationData curationDomínio/Área Científica::Ciências Sociais::Economia e GestãoThis work project presents an argument for, and a prototype of, a system for aggregation of online job vacancies and their storage. Firstly, an overview of the online job market in Europe highlights the jobs data advantages for Businesses, Government, and other stakeholders. Next, via an automated pipeline, data from selected Portuguese job platforms was aggregated and transformed, leveraging machine learning tools. The collected data was analyzed to visualize the Portuguese jobs market by jobs, locations, sectors, and skills. We conclude, discussing how stakeholders can contribute toward the project’s implementation and reflect on future development. This work project is part of an ongoing partnership project with the IEFP.Zejnilovic, LeidRUNRibeiro, João Gil Neto2022-06-24T09:48:34Z2022-01-212021-12-172022-01-21T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/140667TID:202973301enginfo: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:RCAAP2024-03-11T05:17:52Zoai:run.unl.pt:10362/140667Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:49:45.753430Repositório 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 Planning and prototyping aggregation and storage of job vacancies over time
title Planning and prototyping aggregation and storage of job vacancies over time
spellingShingle Planning and prototyping aggregation and storage of job vacancies over time
Ribeiro, João Gil Neto
Machine learning
Jobs
Data collection
Data visualization
Data curation
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
title_short Planning and prototyping aggregation and storage of job vacancies over time
title_full Planning and prototyping aggregation and storage of job vacancies over time
title_fullStr Planning and prototyping aggregation and storage of job vacancies over time
title_full_unstemmed Planning and prototyping aggregation and storage of job vacancies over time
title_sort Planning and prototyping aggregation and storage of job vacancies over time
author Ribeiro, João Gil Neto
author_facet Ribeiro, João Gil Neto
author_role author
dc.contributor.none.fl_str_mv Zejnilovic, Leid
RUN
dc.contributor.author.fl_str_mv Ribeiro, João Gil Neto
dc.subject.por.fl_str_mv Machine learning
Jobs
Data collection
Data visualization
Data curation
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
topic Machine learning
Jobs
Data collection
Data visualization
Data curation
Domínio/Área Científica::Ciências Sociais::Economia e Gestão
description This work project presents an argument for, and a prototype of, a system for aggregation of online job vacancies and their storage. Firstly, an overview of the online job market in Europe highlights the jobs data advantages for Businesses, Government, and other stakeholders. Next, via an automated pipeline, data from selected Portuguese job platforms was aggregated and transformed, leveraging machine learning tools. The collected data was analyzed to visualize the Portuguese jobs market by jobs, locations, sectors, and skills. We conclude, discussing how stakeholders can contribute toward the project’s implementation and reflect on future development. This work project is part of an ongoing partnership project with the IEFP.
publishDate 2021
dc.date.none.fl_str_mv 2021-12-17
2022-06-24T09:48:34Z
2022-01-21
2022-01-21T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10362/140667
TID:202973301
url http://hdl.handle.net/10362/140667
identifier_str_mv TID:202973301
dc.language.iso.fl_str_mv eng
language eng
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.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
institution RCAAP
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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