Modelling user's location check-ins on location-based social networks Konum Bazli Sosyal Aʇlarda Kullanici Konum Bildirimlerinin Modellenmesi

Nasirov N., VARLI S.

2015 23rd Signal Processing and Communications Applications Conference, SIU 2015, Malatya, Türkiye, 16 - 19 Mayıs 2015, ss.2246-2249, (Tam Metin Bildiri) identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/siu.2015.7130324
  • Basıldığı Şehir: Malatya
  • Basıldığı Ülke: Türkiye
  • Sayfa Sayıları: ss.2246-2249
  • Anahtar Kelimeler: data mining, probabilistic methods, social media, user modelling
  • Yıldız Teknik Üniversitesi Adresli: Evet

Özet

Location-based social networks (LBSNs) have become a popular form of social media in recent years. They provide location related services that allow users to 'check-in' at geographical locations and share such experiences with their friends. Millions of 'check-in' records in LBSNs contain rich information of social and geographical context and provide a unique opportunity for researchers to study user's social behavior from a spatial-temporal aspect, which in turn enables a variety of services including place advertisement, traffic forecasting, and disaster relief. In this paper, we propose a social-historical model to explore user's check-in behavior on KBSNs.