Browsing by Author "Torunoğlu, Dilara"

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Analysis of preprocessing methods on classification of Turkish texts

Torunoğlu, Dilara; Çakırman, Erhan; Ganiz, Murat Can; Akyokuş, Selim; Gürbüz, Mustafa Z. (IEEE, 2011-06)

Preprocessing is an important task and critical step in information retrieval and text mining. The objective of this study is to analyze the effect of preprocessing methods in text classification on Turkish texts. We ...
Wikipedia based semantic smoothing for twitter sentiment classification

Torunoğlu, Dilara; Telseren, Gürkan; Sağtürk, Özgün; Ganiz, Murat Can (IEEE, 2013)

Sentiment classification is one of the important and popular application areas for text classification in which texts are labeled as positive and negative. Moreover, Na ve Bayes (NB) is one of the mostly used algorithms ...
Wikipedia based semantic smoothing for Twitter sentiment classification

Torunoğlu, Dilara (Doğuş Üniversitesi Fen Bilimleri Enstitüsü, 2013-06)

Sentiment classification is one of the important and popular application areas of text classification in which texts are labeled as positive and negative. Moreover, Naive Bayes (NB) is one of the mostly used algorithms in ...