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Edison Data Science Framework: Part 2. Data Science Body Of Knowledge (Ds-Bok) Release 2

Authors: Demchenko, Yuri; Manieri, Andrea; Wiktorski, Tomasz; Bellowum, Adam;

Edison Data Science Framework: Part 2. Data Science Body Of Knowledge (Ds-Bok) Release 2

Abstract

The Data Science Body of Knowledge (DS-BoK) is a part of the EDISON Data Science Framework (EDSF). The release 2 document presents ful working version of the Data Science Body of Knowledge (DS-BoK) definition that is linked to and based on the Data Science Competence Framework (CF-DS) described in another document. The presented DS-BoK definition is based on overview and analysis of existing bodies of knowledge that are relevant to intended frameworks for Data Science and required to fulfill identified in CF-DS competences and skills. The definition of the Data Science Body of Knowledge provides a basis for defining the Data Science Model Curriculum and further for the Data Science professional certification. The presented DS-BoK defines six groups of knowledge areas groups (KGA) that are linked to the identified competence groups: KGA-DSDA Data Analytics; KGA-DSENG Data Science Engineering, KGA-DSDM Data Management, KGA-DSRPM Research Methods and Project Management; and KGA-DSBA Business Analytics. Defining the domain knowledge groups both for science and business will be a subject for further development in tight cooperation with the domain specialists. For each KGA, a set of Knowledge Areas (KA) and Knowledge Units (KU) are defined.

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Keywords

Data Science Competence Framework (CF-DS), EDISON Data Science Framework (EDSF), Data Science Body of Knowledge (DS-BoK)

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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