Semantics-based Framework for Incentivized Research Data Sharing
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 incenti...
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| Format: | Article |
| Language: | English |
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LibraryPress@UF
2023-05-01
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| Series: | Proceedings of the International Florida Artificial Intelligence Research Society Conference |
| Subjects: | |
| Online Access: | https://journals.flvc.org/FLAIRS/article/view/133374 |
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| _version_ | 1849734662809714688 |
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| author | Kacy Adams Deborah McGuinness Oshani Seneviratne |
| author_facet | Kacy Adams Deborah McGuinness Oshani Seneviratne |
| author_sort | Kacy Adams |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-2fd2029f6b584eb1bc2c4e7da12245a0 |
| institution | DOAJ |
| issn | 2334-0754 2334-0762 |
| language | English |
| publishDate | 2023-05-01 |
| publisher | LibraryPress@UF |
| record_format | Article |
| series | Proceedings of the International Florida Artificial Intelligence Research Society Conference |
| spelling | doaj-art-2fd2029f6b584eb1bc2c4e7da12245a02025-08-20T03:07:44ZengLibraryPress@UFProceedings of the International Florida Artificial Intelligence Research Society Conference2334-07542334-07622023-05-013610.32473/flairs.36.13337469680Semantics-based Framework for Incentivized Research Data SharingKacy Adams0Deborah McGuinness1https://orcid.org/0000-0001-7037-4567Oshani Seneviratne2RPIRPIRPIWe 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.https://journals.flvc.org/FLAIRS/article/view/133374ontologydata sharingsmart contractssparql |
| spellingShingle | Kacy Adams Deborah McGuinness Oshani Seneviratne Semantics-based Framework for Incentivized Research Data Sharing Proceedings of the International Florida Artificial Intelligence Research Society Conference ontology data sharing smart contracts sparql |
| title | Semantics-based Framework for Incentivized Research Data Sharing |
| title_full | Semantics-based Framework for Incentivized Research Data Sharing |
| title_fullStr | Semantics-based Framework for Incentivized Research Data Sharing |
| title_full_unstemmed | Semantics-based Framework for Incentivized Research Data Sharing |
| title_short | Semantics-based Framework for Incentivized Research Data Sharing |
| title_sort | semantics based framework for incentivized research data sharing |
| topic | ontology data sharing smart contracts sparql |
| url | https://journals.flvc.org/FLAIRS/article/view/133374 |
| work_keys_str_mv | AT kacyadams semanticsbasedframeworkforincentivizedresearchdatasharing AT deborahmcguinness semanticsbasedframeworkforincentivizedresearchdatasharing AT oshaniseneviratne semanticsbasedframeworkforincentivizedresearchdatasharing |