PRETO: A high-performance text mining tool for preprocessing Turkish texts
Küçük Resim Yok
Tarih
2012
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Cilt Başlığı
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Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
Text documents are usually unstructured and written in natural language. To apply conventional data mining techniques on text documents, a preprocessing operation is indispensable. In this paper, we introduce PRETO, a cross-platform, powerful and scalable preprocessing tool developed specifically for preprocessing Turkish texts, with a wide range of preprocessing options like stemming, stopword filtering, statistical term filtering, and n-gram generation. We demonstrate the performance and scalability of PRETO with some experiments on large document collections. Copyright ©2012 ACM.
Açıklama
13th International Conference on Computer Systems and Technologies, CompSysTech 2012 -- 22 June 2012 through 23 June 2012 -- Ruse -- 93756
Anahtar Kelimeler
Data Mining, Natural Language Processing, Text Mining, Text Preprocessing
Kaynak
ACM International Conference Proceeding Series
WoS Q Değeri
Scopus Q Değeri
N/A
