DATABOOK : a standardised framework for dynamic documentation of algorithm design during Data Science projects

This paper proposes a standard documentation framework for Data Science projects, called Databook. It is a result of five years of action-research on multiple projects in several sectors of activity in France, and of a confrontation of standard theoretical Data Science processes, such as CRISP_DM, w...

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Vydáno v:	IASSIST quarterly Ročník 45; číslo 2
Hlavní autor:	Nesvijevskaia, Anna
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	International Association for Social Science Information Service and Technology 26.09.2021
Témata:	Algorithm Transparency Artificial Intelligence Computer Science Data Science Documentation Humanities and Social Sciences Library and information sciences Machine Learning Project Process Reproducibility Statistics
ISSN:	0739-1137, 2331-4141
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