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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Bibliographic Details

Published in:	IASSIST quarterly Vol. 45; no. 2
Main Author:	Nesvijevskaia, Anna
Format:	Journal Article
Language:	English
Published:	International Association for Social Science Information Service and Technology 26.09.2021
Subjects:	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
Online Access:	Get full text
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