Political segmentation based on pictorial preferences on social media

dc.contributor.authorDemir, Mehmet Özer
dc.contributor.authorSimonetti, Biagio
dc.contributor.authorGök Demir, Zuhal
dc.date.accessioned2021-02-19T21:20:48Z
dc.date.available2021-02-19T21:20:48Z
dc.date.issued2021
dc.departmentALKÜ
dc.description.abstractSocial media platforms, which are accepted as a channel for selling, listening and receiving continuous feedback from customers, have the opportunity to expand beyond the limits of traditional mass media channels. Social media mechanisms work well if the right message is delivered to the right person, so knowing the person concerned is a prerequisite for communication. This article aims to explore the potential of photos shared, liked and commented on social media as a consumer segmentation tool. The findings of study should help understand customer segments and deliver customized products, services, and advertisements. An online survey consisting of pictures and items was conducted in Turkey. The aim was to evaluate users' pictorial preferences to identify different consumer segments. The Support Vector Machine procedure revealed the existence of two clusters. It enables them to recognize different segments, to see marketers as individuals in order to communicate with themselves and to understand world views from a variety of perspectives. © 2021, The Author(s), under exclusive licence to Springer Nature B.V. part of Springer Nature.
dc.identifier.doi10.1007/s11135-020-01082-7
dc.identifier.issn0033-5177
dc.identifier.scopusqualityQ1
dc.identifier.urihttps://doi.org/10.1007/s11135-020-01082-7
dc.identifier.urihttps://hdl.handle.net/20.500.12868/701
dc.indekslendigikaynakScopus
dc.institutionauthor0-belirlenecek
dc.language.isoen
dc.publisherSpringer Science and Business Media B.V.
dc.relation.ispartofQuality and Quantity
dc.relation.publicationcategoryMakale - Uluslararası Hakemli Dergi - Kurum Öğretim Elemanı
dc.rightsinfo:eu-repo/semantics/closedAccess
dc.subjectMachine learning
dc.subjectPictorial preferences
dc.subjectPolitical orientation
dc.subjectSegmentation
dc.titlePolitical segmentation based on pictorial preferences on social media
dc.typeArticle

Dosyalar