Please use this identifier to cite or link to this item: http://hdl.handle.net/1822/45639

TitleA conceptual model for the professional profile of a data scientist
Author(s)Costa, Carlos
Santos, Maribel Yasmina
KeywordsData Science
Data Scientist
Knowledge base
Skills
Conceptual model
Issue dateApr-2017
PublisherSpringer Verlag
JournalAdvances in Intelligent Systems and Computing
CitationCosta, 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).
Abstract(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.
TypeConference paper
URIhttp://hdl.handle.net/1822/45639
ISBN978-3-319-56537-8
DOI10.1007/978-3-319-56538-5_46
ISSN2194-5357
Peer-Reviewedyes
AccessRestricted access (UMinho)
Appears in Collections:CAlg - Artigos em livros de atas/Papers in proceedings

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