Utilize este identificador para referenciar este registo:
https://hdl.handle.net/1822/45639
Título: | A conceptual model for the professional profile of a data scientist |
Autor(es): | Costa, Carlos Santos, Maribel Yasmina |
Palavras-chave: | Data Science Data Scientist Knowledge base Skills Conceptual model |
Data: | Abr-2017 |
Editora: | Springer Verlag |
Revista: | Advances in Intelligent Systems and Computing |
Citação: | Costa, Carlos, and Maribel Yasmina Santos, “A Conceptual Model for the Professional Profile of a Data Scientist”, In: Rocha Á., Correia A., Adeli H., Reis L., Costanzo S. (Eds.), Recent Advances in Information Systems and Technologies. Advances in Intelligent Systems and Computing, vol 570, ISBN: 978-3-319-56537-8, Springer, Cham (DOI: 10.1007/978-3-319-56538-5_46). |
Resumo(s): | Data-driven web applications support most of the activities in our current world, built upon databases and data services. Consequently, the Data Scientist emerges as a role of major importance, extracting value from data and creating even more data products with increased value. The term Data Scientist attracted a lot of attention during the last years, becoming relevant to understand its origin, knowledge base and skills set, in order to adequately describe its profile and distinguish it from others, such as Business Analyst. This work proposes a conceptual model for the professional profile of a Data Scientist, showing that a significant part of its knowledge base and skills set are related with Information and Communications Technology (ICT), including program- ming, machine learning and databases, and also with areas such as computer science, statistics, mathematics and information systems. |
Tipo: | Artigo em ata de conferência |
URI: | https://hdl.handle.net/1822/45639 |
ISBN: | 978-3-319-56537-8 |
DOI: | 10.1007/978-3-319-56538-5_46 |
ISSN: | 2194-5357 |
Arbitragem científica: | yes |
Acesso: | Acesso restrito UMinho |
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Ficheiros deste registo:
Ficheiro | Descrição | Tamanho | Formato | |
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CC_MYS_WorldCIST2017.pdf Acesso restrito! | 952,25 kB | Adobe PDF | Ver/Abrir |
Este trabalho está licenciado sob uma Licença Creative Commons