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

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 h...

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Bibliographic Details
Main Authors: Adorjan, Alejandro, Vargas-Solar, Genoveva, Motz, Regina
Format: Conference Proceeding
Language:English
Subjects:
Adaptation models
Computational modeling
data curation
Data models
Human in the loop
Hybrid research
semantic enrichment
Software tools
Online Access:Request full text
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Summary: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.
ISSN:2161-5330
DOI:10.1109/AICCSA56895.2022.10017577