Recommendation system with association rule mining and mobile augmented reality

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dc.authoridBirant, Derya / 0000-0003-3138-0432
dc.authoridYILDIRIM, Pelin / 0000-0002-5767-2700
dc.authorid
dc.authorscopusid57190115006
dc.authorscopusid57211394455
dc.authorscopusid57214155663
dc.authorscopusid6508164583
dc.authorwosidBirant, Derya/U-6211-2017
dc.authorwosidYILDIRIM, Pelin/O-6422-2019
dc.contributor.authorBirant, Kökten Ulaş
dc.contributor.authorTaşer, Pelin Yıldırım
dc.contributor.authorDindar, Halil Özgen
dc.contributor.authorBirant, Derya
dc.date.accessioned2022-02-15T16:57:25Z
dc.date.available2022-02-15T16:57:25Z
dc.date.issued2019
dc.departmentBakırçay Üniversitesien_US
dc.descriptionInnovations in Intelligent Systems and Applications Conference (ASYU) -- OCT 31-NOV 02, 2019 -- Izmir, TURKEYen_US
dc.description.abstractMobile augmented reality is a popular technology field that allows simultaneous interaction between the real world and the virtual world with the help of mobile devices. The notion of object recognition and classification, which plays an important role in mobile augmented reality applications, is the process of identifying an object on the image and assigning it to a certain class label. In this study, a novel three-dimensional and real time recommendation system has been developed with association rule mining and mobile augmented reality. The proposed system consists of three stages: (1) Recognition and classification of the object on the image (2) Determination of the related rules of the object with other objects in the dataset by using the Apriori algorithm (3) Adding recommendations that generated from the rules to the image as virtual objects with mobile augmented reality. Although the developed system in this study is a general recommendation system, it was applied in the field of market basket analysis as an experimental study.en_US
dc.description.sponsorshipYasar Univ, IEEE Turkey Sect, Yildiz Teknik Univ, Idea, Siemensen_US
dc.identifier.doi10.1109/ASYU48272.2019.8946401
dc.identifier.endpage495en_US
dc.identifier.isbn978-1-7281-2868-9
dc.identifier.scopus2-s2.0-85078342482en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.startpage490en_US
dc.identifier.urihttps://hdl.handle.net/20.500.14034/152
dc.identifier.urihttps://doi.org/10.1109/ASYU48272.2019.8946401
dc.identifier.urihttps://ieeexplore.ieee.org/document/8946401
dc.identifier.wosWOS:000631252400091en_US
dc.identifier.wosqualityN/Aen_US
dc.indekslendigikaynakWeb of Scienceen_US
dc.indekslendigikaynakScopusen_US
dc.language.isotren_US
dc.publisherIEEEen_US
dc.relation.journal2019 Innovations In Intelligent Systems And Applications Conference (Asyu)en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectmobile augmented realityen_US
dc.subjectobject recognitionen_US
dc.subjectassociation rule miningen_US
dc.subjectdata miningen_US
dc.titleRecommendation system with association rule mining and mobile augmented realityen_US
dc.typeConference Objecten_US

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