A restaurant recommendation system for Turkish based on user conversations Türkçe için Kullanici Yazismalarina Dayali Restoran Öneri Sistemi
26th IEEE Signal Processing and Communications Applications Conference, SIU 2018, İzmir, Türkiye, 2 - 05 Mayıs 2018, ss.1-4, (Tam Metin Bildiri)
- Yayın Türü: Bildiri / Tam Metin Bildiri
- Doi Numarası: 10.1109/siu.2018.8404153
- Basıldığı Şehir: İzmir
- Basıldığı Ülke: Türkiye
- Sayfa Sayıları: ss.1-4
- Anahtar Kelimeler: Content-based filtering method, Recommendation system, Restaurant, Rule-based, Turkish
- Boğaziçi Üniversitesi Adresli: Evet
Özet
Recommendation systems have recently been used in many fields. This study describes a restaurant recommendation system which is developed specifically for data that is collected from chat messages typed in Turkish. The proposed system aims to recommend best matching places to a group of users in a chat environment analyzing their conversations. To achieve this goal, a rule-based approach which composes of normalization, analysis and recommendation steps has been designed and implemented. Furthermore, an explanation module used for explaining why the system recommends selected places has been added.