Microservices-based databank for Turkish hazelnut cultivars using IoT and semantic web technologies

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dc.authorid0000-0001-7355-5339
dc.authorid0000-0003-1313-8482
dc.contributor.authorAydın, Şahinen_US
dc.contributor.authorAldara, Dieaaen_US
dc.date.accessioned2024-03-19T14:20:56Z
dc.date.available2024-03-19T14:20:56Z
dc.date.issued2024-03-30
dc.departmentIşık Üniversitesi, İktisadi, İdari ve Sosyal Bilimler Fakültesi, Enformasyon Teknolojileri Bölümüen_US
dc.departmentIşık University, Faculty of Economics, Administrative and Social Sciences, Department of Information Technologiesen_US
dc.description.abstractInformation and communication technologies (ICTs) can play a crucial role in facilitating access to comprehensive information on the quality standards of Turkish hazelnut cultivars. In this regard, this study introduces a Hazelnut Databank System (HDS) that utilizes the microservices architecture, an integrated software system supported by the Internet of Things (IoT) and semantic web, to categorize Turkish hazelnut cultivars. The study focuses on developing microservices using various programming languages and frameworks. Specifically, C# on the.NET Core Framework was used for both microservices and the web-based application implemented through the ASP.NET Core MVC Framework. Mobile-based software applications were created using Xamarin. Forms, and the IoT application was developed using the Python programming language. The data storage is facilitated through the MS SQL Server database. Additionally, the study incorporates the implementation of a hazelnut species classification system using the DNN + ResNet50 machine learning model, achieving an impressive accuracy rate of 95.77%. The overall usability of the system was evaluated, resulting in a score of 42 out of 50. By providing detailed information on Turkish hazelnut cultivars, the HDS has the potential to greatly improve hazelnut production quality in Turkey and increase awareness of hazelnut agriculture among relevant stakeholders.en_US
dc.description.versionPublisher's Versionen_US
dc.identifier.citationAydın, Ş. & Aldara, D. (2024). Microservices-based databank for Turkish hazelnut cultivars using IoT and semantic web technologies. Concurrency and Computation: Practice and Experience, 36(12), 1-19. doi:10.1002/cpe.8062en_US
dc.identifier.doi10.1002/cpe.8062
dc.identifier.endpage19
dc.identifier.issn1532-0626
dc.identifier.issn1532-0634
dc.identifier.issue12
dc.identifier.scopus2-s2.0-85186901425
dc.identifier.scopusqualityQ3
dc.identifier.startpage1
dc.identifier.urihttps://hdl.handle.net/11729/5931
dc.identifier.urihttp://dx.doi.org/10.1002/cpe.8062
dc.identifier.volume36
dc.identifier.wosWOS:001179004600001
dc.identifier.wosqualityQ3
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.indekslendigikaynakScience Citation Index Expanded (SCI-EXPANDED)en_US
dc.institutionauthorAydın, Şahinen_US
dc.institutionauthorAldara, Dieaaen_US
dc.institutionauthorid0000-0001-7355-5339
dc.institutionauthorid0000-0003-1313-8482
dc.language.isoenen_US
dc.peerreviewedYesen_US
dc.publicationstatusPublisheden_US
dc.publisherJohn Wiley and Sons Ltden_US
dc.relation.ispartofConcurrency and Computation: Practice and Experienceen_US
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı ve Öğrencien_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectAgricultural information disseminationen_US
dc.subjectHazelnut classificationen_US
dc.subjectHazelnut databank systemen_US
dc.subjectHazelnut shape categorizationen_US
dc.subjectMicroservices in agricultureen_US
dc.subjectTurkish hazelnut cultivarsen_US
dc.subjectApplication programsen_US
dc.subjectClassification (of information)en_US
dc.subjectDigital storageen_US
dc.subjectInformation disseminationen_US
dc.subjectInternet of thingsen_US
dc.subjectSemantic Weben_US
dc.subjectAgricultural informationsen_US
dc.subjectDatabanksen_US
dc.subjectSemantic Web technologyen_US
dc.subjectTurkishsen_US
dc.subjectAgricultureen_US
dc.titleMicroservices-based databank for Turkish hazelnut cultivars using IoT and semantic web technologiesen_US
dc.typeArticleen_US

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