Dense Region Detection of Streaming Social Media Datasets using Blockchain-based Secure Computation

Basit Öğe Kaydı
dc.contributor.authorEcemis, Alper
dc.contributor.authorDokuz, Ahmet Sakir
dc.contributor.authorCelik, Mete
dc.date.accessioned2024-11-07T10:39:31Z
dc.date.available2024-11-07T10:39:31Z
dc.date.issued2022
dc.departmentNiğde Ömer Halisdemir Üniversitesi
dc.description3rd International Informatics and Software Engineering Conference, IISEC 2022 -- 15 December 2022 through 16 December 2022 -- Ankara -- 185735
dc.description.abstractThe popularity of blockchain technology is increasing day by day, and it has a widespread usage as a reliable database structure. Blockchain has been utilized across a wide range of industries, such as IoT, social media, robotics, government, supply chain, and healthcare. As the usage of blockchain is emerged in social media studies, the problem of storing and analyzing streaming social media data in a safe, anonymous, and reliable manner is emerged. Within the scope of this problem, in this study, the adaptation of the streaming social media dataset to the blockchain systems and analysis of this data are carried out. A new algorithm of Dense Region Detection Algorithm (DRDA) is proposed to detect dense social regions of urban areas. Streaming data are collected from New York City, and the proposed DRDA is performed by miners to determine the dense regions of New York. As a result, dense regions with intensive tweet sharing in New York are detected and discussed. © 2022 IEEE.
dc.description.sponsorshipTürkiye Bilimsel ve Teknolojik Araştırma Kurumu, TÜBİTAK, (122E002)
dc.identifier.doi10.1109/IISEC56263.2022.9998309
dc.identifier.isbn978-166545995-2
dc.identifier.scopus2-s2.0-85146370620
dc.identifier.scopusqualityN/A
dc.identifier.urihttps://doi.org/10.1109/IISEC56263.2022.9998309
dc.identifier.urihttps://hdl.handle.net/11480/11022
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartof3rd International Informatics and Software Engineering Conference, IISEC 2022
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241106
dc.subjectblockchain
dc.subjectdense region analysis
dc.subjectsocial media
dc.subjectstreaming data analysis
dc.titleDense Region Detection of Streaming Social Media Datasets using Blockchain-based Secure Computation
dc.typeConference Object

Dosyalar

Koleksiyon

Scopus İndeksli Yayınlar Koleksiyonu