Development and Implementation of an IA-Based System to Automate Textual Classification on Daily Drilling Reports

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.contributorPetroleo Brasileiro-
Autor(es): dc.contributorUniversidade Estadual Paulista (UNESP)-
Autor(es): dc.creatorPerrout, S.-
Autor(es): dc.creatorRiente, A. F.-
Autor(es): dc.creatorVanni, G.-
Autor(es): dc.creatorAnjos, J.-
Autor(es): dc.creatorMendes, D. H.-
Autor(es): dc.creatorGuilherme, I.-
Autor(es): dc.creatorPedronette, D. C.-
Autor(es): dc.creatorRodrigues, R. B.-
Autor(es): dc.creatorPrivatto, P. I.-
Autor(es): dc.creatorMurari, R. P.-
Autor(es): dc.creatorPenteado, B.-
Autor(es): dc.creatorAfonso, L.C. Sugi-
Data de aceite: dc.date.accessioned2025-08-21T20:38:50Z-
Data de disponibilização: dc.date.available2025-08-21T20:38:50Z-
Data de envio: dc.date.issued2025-04-29-
Data de envio: dc.date.issued2022-12-31-
Fonte completa do material: dc.identifierhttp://dx.doi.org/10.4043/32978-MS-
Fonte completa do material: dc.identifierhttps://hdl.handle.net/11449/305798-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/305798-
Descrição: dc.descriptionStructured daily drilling reports (DDRs) are a rich source of information that allows better planning, more accurate risk analysis, improved key performance indicators (KPIs), and contracts. However, such information is originally stored in a free-text and unstructured format, which becomes difficult for efficient data mining. With the advances of artificial intelligence (AI)-based technologies, particularly AI language models, applying such techniques over unstructured data became key in the digital transformation phenomenon. This paper presents an approach for automatic DDR classification, incorporating new techniques of artificial intelligence. The proposed classifier is already in use in Petrobras for offshore DDR classification.-
Descrição: dc.descriptionPetrobras Petroleo Brasileiro-
Descrição: dc.descriptionSão Paulo State University UNESP-
Descrição: dc.descriptionSão Paulo State University UNESP-
Idioma: dc.languageen-
Relação: dc.relationOffshore Technology Conference Brasil, OTCB 2023-
???dc.source???: dc.sourceScopus-
Título: dc.titleDevelopment and Implementation of an IA-Based System to Automate Textual Classification on Daily Drilling Reports-
Tipo de arquivo: dc.typeaula digital-
Aparece nas coleções:Repositório Institucional - Unesp

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