Fine-grained Kinship Detection for Facebook Users based on Wall Contents

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dc.contributor.authorOoban, Onder
dc.contributor.authorInan, Ali
dc.contributor.authorOzel, Selma Ayse
dc.date.accessioned2025-01-06T17:29:44Z
dc.date.available2025-01-06T17:29:44Z
dc.date.issued2021
dc.descriptionIEEE SMC Society; IEEE Turkey Section
dc.description2021 Innovations in Intelligent Systems and Applications Conference, ASYU 2021 -- 6 October 2021 through 8 October 2021 -- Elazig -- 174400
dc.description.abstractThis paper investigates whether it is possible to automatically detect fine-grained kinship (not to detect its existence but to detect the type of kinship like child, father, grandfather, and so on) between two Facebook users or not. To do so, we present and employ a lexicon-based approach that completely depends on the wall contents of users. To the best of our knowledge, this is the first study towards kinship detection for both the type of input data (i.e., free OSN text) and the language (i.e., Turkish). We perform our experiments on a crawled snapshot of public Facebook data collected from accounts of users in Turkey. Our results are promising and show that a content-based approach can be a good starting point for future works even though it has some challenges. © 2021 IEEE.
dc.identifier.doi10.1109/ASYU52992.2021.9599047
dc.identifier.isbn978-166543405-8
dc.identifier.scopus2-s2.0-85123223515
dc.identifier.urihttps://doi.org/10.1109/ASYU52992.2021.9599047
dc.identifier.urihttps://hdl.handle.net/20.500.14669/1320
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherInstitute of Electrical and Electronics Engineers Inc.
dc.relation.ispartofProceedings - 2021 Innovations in Intelligent Systems and Applications Conference, ASYU 2021
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_20241211
dc.subjectFacebook
dc.subjectkinship detection
dc.subjectSocial networks
dc.titleFine-grained Kinship Detection for Facebook Users based on Wall Contents
dc.typeConference Object

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