Processo para Projetos de Ciência de Dados e Inteligência Artificial: Um estudo de caso na Secretaria Municipal de Finanças de Fortaleza/CE/Brasil

  • Ana Carla Cavalcante UNIFOR
  • Adriano B. Albuquerque UNIFOR
  • Vládia Pinheiro UNIFOR

Resumo


The Data Science and Artificial Intelligence process focused on data aims to help achieve a successful cience delivery, generating added value and reducing rework, as it allows a better understanding of the data and analysis of better alternatives to be applied to the problems that need to be solved. Considering the high failure rate in the delivery of this type of projects, the process presented in this paper guided the team, including engineers and data scientists, of a Brazillian Municipal Secretariat of Finance, to execute the activities needed to a successful product.

Referências

itforum.(2023) "Transformação digital do setor público esbarra em alta administração" [link], Março.

AI & Data Today.(2023) "Top 10 Reasons Why AI Projects Fail" [link], Março.

Mañes, Juan.(2022) "Technical Standards to achieve Data Quality" [link]. , Maio.

Pontes, Leonardo Bastos.(2022) "BIDS – A Business Intelligence and Data Science Development Process Supported by Principles of Design Thinking, ISO/IEC 25000, and Rational Unified Process." Tese (Doutorado) – Universidade de Fortaleza.
Publicado
07/11/2023
CAVALCANTE, Ana Carla; ALBUQUERQUE, Adriano B.; PINHEIRO, Vládia. Processo para Projetos de Ciência de Dados e Inteligência Artificial: Um estudo de caso na Secretaria Municipal de Finanças de Fortaleza/CE/Brasil. In: WORKSHOP ANUAL DO MPS (WAMPS), 19. , 2023, Brasília/DF. Anais [...]. Porto Alegre: Sociedade Brasileira de Computação, 2023 . p. 48-51. DOI: https://doi.org/10.5753/wamps.2023.27323.