Exploring the perspectives of university students on post-COVID-19 rental housing demands: a case study of Çanakkale, Türkiye

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dc.authoridUşaklı, Metin / 0009-0009-8245-5976
dc.authoridYücebaş, Sait Can / 0000-0002-1030-3545
dc.authoridGenç, Levent / 0000-0002-0074-0987
dc.contributor.authorUşaklı, Metin
dc.contributor.authorYücebaş, Sait Can
dc.contributor.authorGenç, Levent
dc.date.accessioned2025-05-29T02:58:04Z
dc.date.available2025-05-29T02:58:04Z
dc.date.issued2025
dc.departmentÇanakkale Onsekiz Mart Üniversitesi
dc.description.abstractThis study focused on utilizing Machine Learning (ML) to examine the housing preferences of students. Employing a survey method, the study utilized decision tree, a widely favored ML approach, to present findings. The analysis focused on the post-COVID-19 rental housing preferences of students and their impact on rental prices. Furthermore, the research identified the number of rooms as a crucial factor for male students, particularly for first-year students, with gender becoming significant for second-, third-, and fourth-year students in Barbaros neighborhood. A noteworthy post-COVID-19 trend was the observation that students, in general, preferred communal living arrangements, sharing rental costs. Additionally, the study found that under different circumstances, male students were more inclined to lease housing in & Ccedil;anakkale province compared to their female counterparts.
dc.identifier.doi10.1007/s10901-025-10182-5
dc.identifier.issn1566-4910
dc.identifier.issn1573-7772
dc.identifier.scopus2-s2.0-85217770665
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1007/s10901-025-10182-5
dc.identifier.urihttps://hdl.handle.net/20.500.12428/30264
dc.identifier.wosWOS:001418949400001
dc.identifier.wosqualityQ2
dc.indekslendigikaynakWeb of Science
dc.indekslendigikaynakScopus
dc.language.isoen
dc.publisherSpringer
dc.relation.ispartofJournal of Housing and the Built Environment
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.snmzKA_WOS_20250529
dc.subjectMachine learning
dc.subjectDecision tree
dc.subjectC4.5
dc.subjectCovid-19
dc.subjectUniversity students
dc.titleExploring the perspectives of university students on post-COVID-19 rental housing demands: a case study of Çanakkale, Türkiye
dc.typeArticle

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