COMPARATIVE ANALYSIS OF EMOTION ANALYSIS METHODS WITHIN THE SCOPE OF HOTEL USERS TURKISH AND ENGLISH COMMENTS
نویسندگان
چکیده
Ara?t?rman?n amac?, TripAdvisor kullan?c?lar?n?n Türkçe ve ?ngilizce yorumlar?ndaki duygusal e?ilimlerin ortaya ç?kar?lmas? s?n?fland?r?lmas?nda kullan?lan duygu analizi yöntemlerini kar??la?t?rmakt?r. Amaç kapsam?nda makine ö?renme yöntemlerinden Decision Tree, Random Forest gibi s?n?fland?rma algoritmalar? kullan?lm??t?r. Nicel ara?t?rma özelli?i gösteren bu çal??ma veriler, turizm portal?ndan web kaz?ma tekni?i ile elde edilmi?tir. Amaçsal örnekleme yönteminin benimsendi?i çal??mada verilerin analiz edilmesi sürecinde yöntemi Veri aç?k kaynak kodlu KN?ME veri madencili?i program?ndan yararlan?lm??t?r. Ara?t?rma neticesinde algortimalar?n?n sözlük tabanl? analize göre daha etkin gerçekle?tirdi?i görülmü?tür. Ayr?ca algortimalar? a?amas?nda dilindeki yorumlarda ba?ar?l? sonuçlar üretmi?tir.
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ژورنال
عنوان ژورنال: Abant sosyal bilimler dergisi
سال: 2022
ISSN: ['2757-9425']
DOI: https://doi.org/10.11616/asbi.1103992