A Part of Speech Tagging Model for Albanian kitap kapağı
Kitap başlığı:

A Part of Speech Tagging Model for Albanian

An innovative solution

LAP LAMBERT Academic Publishing (2012-10-05 )

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ISBN-13:

978-3-659-22327-3

ISBN-10:
3659223271
EAN:
9783659223273
Kitabın dili:
İngilizce
Özet:
With the enormous growth of the digital information, it is necessary to find advanced ways to process it. The goal is to enhance information retrieval, information extraction and natural language processing. One of the most complicated processes is text mining which deals with finding high quality information from text. This book presents a statistical part-of-speech tagging model for Albanian. The training, testing and evaluation processes are done with Apache OpenNLP tool. The tagging process is performed based on a basic and a large tagset. The experiments are performed on a tagger model trained with corpus composed of a standard Albanian text written by Albanian authors. The tagger model is tested using a cross-validation and a sample text. Results showed that the accuracy of the trained tagger model in real testing environments was about 70%, and up to 98% when the environment settings were optimized for the best accuracy. It was also noticed that the overall accuracy for this model depends on the number of training tokens, level of grammatical and morphological complexity in text and special cases in language expressions.
Yayınevi:
LAP LAMBERT Academic Publishing
Websitesi:
https://www.lap-publishing.com/
Yazar:
Besmir Hasanaj
Sayfa sayısı:
112
Yayın tarihi:
2012-10-05
Hisse:
Mevcut
Kategori:
Other
Fiyat:
49.00 €
Anahtar kelimeler:
Natural Language Processing, artificial intelligence, Data Mining, Albanian, Part of Speech Tagging, opennlp

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