Çoklu-uygulamalı ortamlar için kullanıcı modelleme sistemi

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TVRRMU16WTI.pdf

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2014

Author

Tarakçı, Hilal
Çiçekli, Fehime Nihan
Karakaya, Ali
Işıklar, Emre Yunus
Şamdan, Emrah
Taşçı, Arda

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Bu projede, kişinin kısmi profillerini birleştirmeyi kolaylaştıran ve bütün, çoklu-alanlı bir kullanıcı profili sağlayan bir kullanıcı modelleme sistemi geliştirilmiştir. Birleştirme işlemi, zenginleştirilmiş kullanıcı profillerine yol açan bir anlamsal zenginleştirme işlemini içermektedir. Oluşturulan kullanıcı modeli genel ve alan-tabanlı anlamsal kullanıcı profilleri çıkartabilme ve önerme gibi çeşitli bağlantılı veri sorgularına makul zamanda cevap verebilme yeteneklerine sahiptir. Bu projede, Facebook, Twitter ve LinkedIn'i de içeren sosyal hesaplardan kısmi profilleri içeri aktarabilen ve bu kısmi profilleri birleştirerek kullanıcının bütünsel ve anlamsal bir profilini oluşturabilen bir kullanıcı modelleme sistemi geliştirilmiştir. Ayrıca sistem; kitap, film, spor ve müzik alanları için çeşitli öneri modülleri içermektedir. Alandan-bağımsız genel bir öneri modülü ve belirtilen bir öğe ile ilgilenmesi muhtemel kullanıcıların keşfine ve sistemdeki kullanıcı ile benzer ilgi alanlarına sahip kullanıcıların keşfine izin veren bir hesaplama modülü de mevcuttur. Bu modüllerle, sunulan kullanıcı modelini kullanarak bağlantılı veri problemlerine nasıl çözüm sunulabileceği gösterilmektedir. Modelin uygulanabilirliği sosyal ağlar ve akıllı TV kullanım alanlarında farklı öneri sistemleri geliştirilerek örneklenmiştir.

URI

https://app.trdizin.gov.tr/publication/project/detail/TVRRMU16WTI
https://hdl.handle.net/11511/49526

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Department of Computer Engineering, Project and Design

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Citation Formats

H. Tarakçı, F. N. Çiçekli, A. Karakaya, E. Y. Işıklar, E. Şamdan, and A. Taşçı, “Çoklu-uygulamalı ortamlar için kullanıcı modelleme sistemi,” 2014. Accessed: 00, 2020. [Online]. Available: https://app.trdizin.gov.tr/publication/project/detail/TVRRMU16WTI.