Semantics-based Framework for Incentivized Research Data Sharing

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Authors
Adams, Kacy
McGuinness, Deborah L.
Seneviratne, Oshani
Issue Date
2023-05-08
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Research Projects
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Abstract
We present a framework for incentivized research data sharing using an ontology called the Data Sharing Ontology (DSO). The DSO captures the semantics of academic research data sharing and provides an operational specification for data sharing between researchers. The DSO includes a two-part incentive mechanism to confirm citations and reward reproducible research methods. The proposed solution is demonstrated using a dataset-sharing decentralized application use case. The paper's contributions provide a scalable technique for creating, curating, publishing, and consuming web-based, structured, and reusable datasets, including semantically annotated knowledge graphs.
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Adams, K., McGuinness, D., & Seneviratne, O. (2023). Semantics-based Framework for Incentivized Research Data Sharing. In The International FLAIRS Conference Proceedings (Vol. 36). University of Florida George A Smathers Libraries. https://doi.org/10.32473/flairs.36.133374
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LibraryPress@UF
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Attribution-NonCommercial-NoDerivs 3.0 United States
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https://journals.flvc.org/FLAIRS/article/view/133374
 https://doi.org/10.32473/flairs.36.133374
 https://hdl.handle.net/20.500.13015/6982
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Tetherless World Publications