A Sustainable Multi-Layered Open Data Processing Model For Agriculture: IoT Based Case Study Using Semantic Web For Hazelnut Fields

dc.contributor.authorAydın, Mehmet Nafiz
dc.contributor.authorAydın, Mehmet Nafiz
dc.date.accessioned2020-12-24T09:25:52Z
dc.date.available2020-12-24T09:25:52Z
dc.date.issued2020
dc.departmentFakülteler, İşletme Fakültesi, Yönetim Bilişim Sistemleri Bölümüen_US
dc.description.abstractIn recent years, several projects which are supported by information and communications technologies (ICT) have been developed in the agricultural domain to promote more precise agricultural activities. These projects account for different kinds of key ICT terms such as internet of things (IoT), wireless sensors networks (WSN), cloud computing (CC). These projects are used for different agricultural products; and it is a well-known fact that they can be essential to perform precise agricultural activities for the relevant agricultural products. The implementation of these projects successfully depends on the extent to which various stakeholders provide support by leveraging relevant data, gathered from heterogenous data sources. Agriculture domain has a great number of stakeholders. These stakeholders need sophisticated data and appropriate intelligence to get benefits in order to perform precise agricultural activities. Authors agreed with scholars that "Open Data" idea, which means accessing data published on the web and available in a machine-readable format is an appropriate way to get benefits for precise agriculture by relevant stakeholders. In this paper, authors shall investigate the open data term in an agricultural context, create an open data processing model, and develop an IoT-based solution to gather environmental data from agricultural fields. Authors also show viability of the proposed model by developing an ICT-based solution. Considering the socioeconomic importance of hazelnut for Turkey, the stakeholders of hazelnut domain still have problems such as availability, meaningful, accuracy of the hazelnut related data. Therefore, authors shall focus on hazelnut within the scope of this paper.en_US
dc.description.sponsorshipScientific Research Fund (2018-BAP-14) of Kadir Has Universityen_US
dc.identifier.citation8
dc.identifier.doi10.25046/aj050241en_US
dc.identifier.endpage319en_US
dc.identifier.issn2415-6698en_US
dc.identifier.issn2415-6698
dc.identifier.issue2en_US
dc.identifier.scopus2-s2.0-85082480019en_US
dc.identifier.scopusqualityN/A
dc.identifier.startpage309en_US
dc.identifier.urihttps://hdl.handle.net/20.500.12469/3641
dc.identifier.urihttps://doi.org/10.25046/aj050241
dc.identifier.volume5en_US
dc.identifier.wosqualityN/A
dc.institutionauthorAydın, Şahinen_US
dc.institutionauthorAydın, Mehmet Nafizen_US
dc.language.isoenen_US
dc.publisherASTES Publishersen_US
dc.relation.journalAdvances in Science, Technology and Engineering Systemsen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/openAccessen_US
dc.subjectAgricultureen_US
dc.subjectIoT in hazelnut farmingen_US
dc.subjectMulti-layered open dataen_US
dc.subjectOpen dataen_US
dc.subjectOpen data processing model foren_US
dc.subjectProcessing modelen_US
dc.subjectSemantic web in agricultureen_US
dc.titleA Sustainable Multi-Layered Open Data Processing Model For Agriculture: IoT Based Case Study Using Semantic Web For Hazelnut Fieldsen_US
dc.typeArticleen_US
dspace.entity.typePublication
relation.isAuthorOfPublicationa66a9279-fa0c-4915-816f-40c93cee4747
relation.isAuthorOfPublication.latestForDiscoverya66a9279-fa0c-4915-816f-40c93cee4747

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