A conceptual model for the professional profile of a data scientist

doi:10.1007/978-3-319-56538-5_46

Utilize este identificador para referenciar este registo: https://hdl.handle.net/1822/45639

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Campo DC	Valor	Idioma
dc.contributor.author	Costa, Carlos	por
dc.contributor.author	Santos, Maribel Yasmina	por
dc.date.accessioned	2017-05-17T08:55:06Z	-
dc.date.issued	2017-04	-
dc.identifier.citation	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).	por
dc.identifier.isbn	978-3-319-56537-8	-
dc.identifier.issn	2194-5357	por
dc.identifier.uri	https://hdl.handle.net/1822/45639	-
dc.description.abstract	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.	por
dc.description.sponsorship	This work has been supported by COMPETE: POCI-01-0145-FEDER- 007043 and FCT – Fundação para a Ciência e Tecnologia, within the Project UID/CEC/00319/2013 (ALGORITMI). This work has also been funded by the SusCity project (MITP-TB/CS/0026/2013) and by Portugal Incentive System for Research and Technological Development, Project in co-promotion no 002814/2015 (iFACTORY 2015-2018).	por
dc.language.iso	eng	por
dc.publisher	Springer Verlag	-
dc.relation	info:eu-repo/grantAgreement/FCT/5876/147280/PT	por
dc.relation	info:eu-repo/grantAgreement/FCT/5665-PICT/137220/PT	por
dc.rights	restrictedAccess	por
dc.rights.uri	http://creativecommons.org/licenses/by/4.0/	por
dc.subject	Data Science	por
dc.subject	Data Scientist	por
dc.subject	Knowledge base	por
dc.subject	Skills	por
dc.subject	Conceptual model	por
dc.title	A conceptual model for the professional profile of a data scientist	por
dc.type	conferencePaper	por
dc.peerreviewed	yes	por
oaire.citationStartPage	453	por
oaire.citationEndPage	463	por
oaire.citationVolume	570	por
dc.identifier.doi	10.1007/978-3-319-56538-5_46	por
dc.identifier.pmid	21945357	por
dc.subject.fos	Ciências Naturais::Ciências da Computação e da Informação	por
dc.description.publicationversion	info:eu-repo/semantics/publishedVersion	por
dc.subject.wos	Science & Technology	por
sdum.journal	Advances in Intelligent Systems and Computing	-
sdum.conferencePublication	RECENT ADVANCES IN INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 2	por
Aparece nas coleções:	CAlg - Artigos em livros de atas/Papers in proceedings