Qu’est-ce que le travail scientifique des données ?

Borgman, Christine L.

doi:10.4000/books.oep.14692

Cited by 2 publications

(1 citation statement)

References 215 publications

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“…the outputs of the computational workflow) can be data files, graphic representations and any associated metrics. In this respect, computer code can also be considered as research data (Borgman, 2020).…”

Section: Introduction Ecology's Reproducibility Crisismentioning

confidence: 99%

Guidance framework to apply good practices in ecological data analysis: Lessons learned from building Galaxy-Ecology

ROYAUX,

Mihoub,

Jossé

et al. 2024

Preprint

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Numerous conceptual frameworks exist for good practices in research data and analysis (e.g. Open Science and FAIR principles). In practice, there is a need for further progress to improve transparency, reproducibility, and confidence in ecology. Here, we propose a practical and operational framework to achieve good practices for building analytical procedures based on atomisation and generalisation. We introduce the concept of atomisation to identify analytical steps which support generalisation by allowing us to go beyond single analyses. These guidelines were established during the development of the Galaxy-Ecology initiative, a web platform dedicated to data analysis in ecology. Galaxy-Ecology allows us to demonstrate a way to reach higher levels of reproducibility in ecological sciences by increasing the accessibility and reusability of analytical workflows once atomised and generalised.

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Section: Introduction Ecology's Reproducibility Crisismentioning

confidence: 99%

Guidance framework to apply good practices in ecological data analysis: Lessons learned from building Galaxy-Ecology

ROYAUX,

Mihoub,

Jossé

et al. 2024

Preprint

View full text Add to dashboard Cite

show abstract

Bibliographie

Mesguich¹

2023

Les Bibliothèques Face Au Monde Des Données

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Analyse des logs de consultation d'Internet en accès libre à la Bpi : qu'apporte le Big Data ? Si l'accès à Internet en bibliothèque s'est banalisé ces quinze dernières années, il reste souvent bridé, accessible sous conditions ou avec limitation 1 . À la faveur d'un renouvellement de son offre, la Bibliothèque publique d'information (Bpi) a cherché à connaître les usages développés à partir de son parc d'une centaine de postes connectés au web. Avec plus de 20 000 réservations mensuelles et 2 millions de logs de connexion par jour, la Bpi entrait, sans le savoir, dans le Big Data. Retour d'expérience d'un partenariat de recherche avec l'équipe de Dana Diminescu et Quentin Lobbé à Télécom ParisTech.

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Qu’est-ce que le travail scientifique des données ?

Cited by 2 publications

References 215 publications

Guidance framework to apply good practices in ecological data analysis: Lessons learned from building Galaxy-Ecology

Guidance framework to apply good practices in ecological data analysis: Lessons learned from building Galaxy-Ecology

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