Towards an adaptive curation services composition based on machine learning

Zouari, Firas; Ghedira-Guegan, Chirine; Kabachi, Nadia; Boukadi, Khouloud

doi:10.1109/icws53863.2021.00022

Cited by 3 publications

(1 citation statement)

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“…Data curation is formulated in the context of scientific data in [20]. Several data curation definitions are proposed in the literature [21]- [24], point out data curation as a process along the project lifecycle. Based on Choudhury and Huang's work [3], our view of research data curation considers the research workflow process to capture research practices and provenance of the dynamic nature of research data through an enriched research workflow model.…”

Section: Data Curationmentioning

confidence: 99%

Towards a human-in-the-loop curation: A qualitative perspective

Adorjan

Vargas-Solar

Motz

2022

2022 IEEE/ACS 19th International Conference on Computer Systems and Applications (AICCSA)

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This paper proposes a data curation environment to record, maintain, and enrich research data using quantitative and qualitative methodologies. The research addresses the following research questions: What is research data curation from a hybrid perspective? and What software tools are adapted for hybrid research projects? The paper also proposes a hybrid research workflow representing the phases of projects adopting this kind of methodology towards a human-in-the-loop approach. It introduces a view model to represent the data produced across its stages, which should be curated. Finally, proposes a set of operators to manage and explore the different versions of curated data and their associated knowledge.

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Section: Data Curationmentioning

confidence: 99%