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

被引：0
|
作者：
Adorjan, Alejandro [1 ]
Vargas-Solar, Genoveva [2 ]
Motz, Regina [3 ]
机构：
[1] Univ ORT Uruguay, Fac Ingn, Montevideo, Uruguay
[2] Univ Lyon, UMR5205, LIRIS, CNRS,INSA Lyon,UCBL, Lyon, France
[3] Univ Republica, Fac Ingn, Montevideo, Uruguay
来源：
2022 IEEE/ACS 19TH INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS (AICCSA) | 2022年
关键词：
Hybrid research; data curation; semantic enrichment;
D O I：
10.1109/AICCSA56895.2022.10017577
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
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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页数：8
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