Suggest me a movie: Facebook'ta çok kullanıcılı film öneri uygulaması

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Tezin Türü: Yüksek Lisans

Tezin Yürütüldüğü Kurum: Orta Doğu Teknik Üniversitesi, Mühendislik Fakültesi, Bilgisayar Mühendisliği Bölümü, Türkiye

Tezin Onay Tarihi: 2010

Tezin Dili: İngilizce

Öğrenci: Seda Çakıroğlu

Danışman: AYŞE NUR BİRTÜRK

Özet:

In this study, an online movie recommendation engine that serves on Facebook is developed in order to evaluate social circle e ects on user preferences in a trust-based environment. Instead of using single-user profiles in the social environment identification process, virtual group profiles that present common tastes of the social environments, are formed to achieve a successful social circle analysis and innovative suggestions. Recommendations are generated based on similar social circles and based on social circles of similar users separately and their results are evaluated. Pure collaborative filtering is applied to emphasize the influence of social environment characteristics.