Due to the increasing growth of the discipline Data Science, a partition into sub-disciplines seems appropriate. Therefore, we propose the division of Data Science in Pure Data Science, in which methods and tools are developed, and Applied Data Science, in which these methods and tools are adapted and applied to practical problems of a specific domain. This article focuses on Applied Data Science and how it should be positioned in relation to its adjoining disciplines. We also introduce the term Business Data Science as a specific form of Applied Data Science in the business domain and describe its relationship to existing terms like Business Analytics and Business Intelligence.

A Manifesto for Applied Data Science - Reasoning from a Business Perspective

Proietti G.;Tessera D.;
2022-01-01

Abstract

Due to the increasing growth of the discipline Data Science, a partition into sub-disciplines seems appropriate. Therefore, we propose the division of Data Science in Pure Data Science, in which methods and tools are developed, and Applied Data Science, in which these methods and tools are adapted and applied to practical problems of a specific domain. This article focuses on Applied Data Science and how it should be positioned in relation to its adjoining disciplines. We also introduce the term Business Data Science as a specific form of Applied Data Science in the business domain and describe its relationship to existing terms like Business Analytics and Business Intelligence.
2022
CEUR Workshop Proceedings
Inglese
1st Italian Conference on Big Data and Data Science, ITADATA 2022
2022
ita
3340
123
131
9
CEUR-WS
Applied Data Science; Business Data Science; Data Science; Pure Data Science
none
Christiansen, B.; Neuhaus, U.; Schulz, M.; Hargreaves, A.; Di Marco, A.; Proietti, G.; Rossi, F.; Stilo, G.; Haney, M. H.; Duncan, A.; Tessera, D.; To...espandi
273
info:eu-repo/semantics/conferenceObject
14
4 Contributo in Atti di Convegno (Proceeding)::4.1 Contributo in Atti di convegno
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11571/1522817
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