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Phrase Based Amharic News Text Classification

 

Marketed By :  LAP LAMBERT Academic Publishing   Sold By :  Kamal Books International  
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  • Product Description
 

The recent growth of ICT infrastructure in Ethiopia is resulting in an exponential increase of digital information in local languages including Amharic. Huge volumes of data are available in Amharic, which is observed on the growing online newspapers, websites, and digital storage's of Ethiopian News Agency. To tackle the agency’s news text management problems, a number of researches have been conducted on automatic processing of Amharic news texts using bag-of-words feature representation. However, using single words as features could result in losing the intended meaning when the concept is created from two or more sequential words. Thus, in order to maintain this concept, a phrase based approach (using bigrams and trigrams) has been proposed and implemented in this research.The result shows that using bigram phrases,the best accuracy (95.3%) has been obtained at four news categories, followed by (81.3%)for eight categories and (72.01%) for twelve categories.On the other hand, for trigram phrase structures, the best accuracy was(72.9%)four news categories, followed by 69.7% for eight categories, and 56.4% for twelve categories. Thus,bigrams shows better accuracy than trigrams.

Product Specifications
SKU :COC18020
AuthorPrisilla Jayanthi
LanguageEnglish
BindingPaperback
Number of Pages104
Publishing Year11/23/2012
ISBN978-3659305955
Edition1 st
Book TypeComputing & information technology
Country of ManufactureIndia
Product BrandLAP LAMBERT Academic Publishing
Product Packaging InfoBox
In The Box1 Piece
Product First Available On ClickOnCare.com2015-07-27 00:00:00