Govwise procurement vocabulary (GPV) - An alternative to the Common Procurement Vocabulary (CPV)

Detalhes bibliográficos
Autor(a) principal: Santos, Ana Madalena Pinheiro
Data de Publicação: 2023
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/150913
Resumo: Internship Report presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Knowledge Management and Business Intelligence
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spelling Govwise procurement vocabulary (GPV) - An alternative to the Common Procurement Vocabulary (CPV)Open DataETLClassification modelNLPAIPublic ProcurementCPVSDG 8 - Decent work and economic growthSDG 9 - Industry, innovation and infrastructureSDG 10 - Reduced inequalitiesSDG 11 - Sustainable cities and communitiesSDG 12 - Responsible production and consumptionSDG 16 - Peace, justice and strong institutionsSDG 17 - Partnerships for the goalsInternship Report presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Knowledge Management and Business IntelligenceIn recent years, the world has witnessed emerging legislation on open data. Some of the main goals include stimulating economic growth with the re-use of the data, addressing societal challenges, enhancing evidence-based policymaking, and increasing efficiency in the public administrations, fostering the development of new technologies, such as AI, along with the enhanced participation of the citizens in political decisions and its transparency (European Commission, Open Data, 2021). Govwise is an Advanced Analytics Platform developed to provide a wide range of data analytics to governmental organizations, via a SaaS model. The goal is to make use of the open data policies, by producing valuable information, tackling the challenges that such a data deluge arises. These challenges constitute the scope of the internship here reported, the whole process is described, starting with the data sources and the respective ETL process, on a more high-level structure, until the production of the analysis and dashboards, that constitute the product of Govwise. The focus will, however, be on the classification model developed to address a major necessity of the company to cluster the portuguese public procurement contracts. These are initially classified with a CPV code (common procurement vocabulary code), which does not satisfy the needs of Govwise. Therefore, the end goal of the model is to generate an alternative classification for contracts and tenders of the portuguese public procurement, the GPV (Govwise procurement vocabulary).Pinheiro, Flávio Luís PortasRUNSantos, Ana Madalena Pinheiro2023-03-20T18:25:47Z2023-01-272023-01-27T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/150913TID:203250702enginfo: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:RCAAP2024-03-11T05:33:20Zoai:run.unl.pt:10362/150913Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T03:54:22.156766Repositório 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 Govwise procurement vocabulary (GPV) - An alternative to the Common Procurement Vocabulary (CPV)
title Govwise procurement vocabulary (GPV) - An alternative to the Common Procurement Vocabulary (CPV)
spellingShingle Govwise procurement vocabulary (GPV) - An alternative to the Common Procurement Vocabulary (CPV)
Santos, Ana Madalena Pinheiro
Open Data
ETL
Classification model
NLP
AI
Public Procurement
CPV
SDG 8 - Decent work and economic growth
SDG 9 - Industry, innovation and infrastructure
SDG 10 - Reduced inequalities
SDG 11 - Sustainable cities and communities
SDG 12 - Responsible production and consumption
SDG 16 - Peace, justice and strong institutions
SDG 17 - Partnerships for the goals
title_short Govwise procurement vocabulary (GPV) - An alternative to the Common Procurement Vocabulary (CPV)
title_full Govwise procurement vocabulary (GPV) - An alternative to the Common Procurement Vocabulary (CPV)
title_fullStr Govwise procurement vocabulary (GPV) - An alternative to the Common Procurement Vocabulary (CPV)
title_full_unstemmed Govwise procurement vocabulary (GPV) - An alternative to the Common Procurement Vocabulary (CPV)
title_sort Govwise procurement vocabulary (GPV) - An alternative to the Common Procurement Vocabulary (CPV)
author Santos, Ana Madalena Pinheiro
author_facet Santos, Ana Madalena Pinheiro
author_role author
dc.contributor.none.fl_str_mv Pinheiro, Flávio Luís Portas
RUN
dc.contributor.author.fl_str_mv Santos, Ana Madalena Pinheiro
dc.subject.por.fl_str_mv Open Data
ETL
Classification model
NLP
AI
Public Procurement
CPV
SDG 8 - Decent work and economic growth
SDG 9 - Industry, innovation and infrastructure
SDG 10 - Reduced inequalities
SDG 11 - Sustainable cities and communities
SDG 12 - Responsible production and consumption
SDG 16 - Peace, justice and strong institutions
SDG 17 - Partnerships for the goals
topic Open Data
ETL
Classification model
NLP
AI
Public Procurement
CPV
SDG 8 - Decent work and economic growth
SDG 9 - Industry, innovation and infrastructure
SDG 10 - Reduced inequalities
SDG 11 - Sustainable cities and communities
SDG 12 - Responsible production and consumption
SDG 16 - Peace, justice and strong institutions
SDG 17 - Partnerships for the goals
description Internship Report presented as the partial requirement for obtaining a Master's degree in Information Management, specialization in Knowledge Management and Business Intelligence
publishDate 2023
dc.date.none.fl_str_mv 2023-03-20T18:25:47Z
2023-01-27
2023-01-27T00:00:00Z
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/10362/150913
TID:203250702
url http://hdl.handle.net/10362/150913
identifier_str_mv TID:203250702
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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