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Description

For speech recognition, OCR, etc. determination of the structural properties of a natural language is essential. These properties can be analyzed under two different categories; morphological and statistical analysis. For statistical analysis, a corpus which is a representative sample of the natural language is needed. Word n-gram frequencies of that corpus can be determined by using suitable algorithms and missing n-grams can be estimated by using smoothing techniques. In this study, in order to compare and apply smoothing techniques to Turkish, a corpus named TurCo was created. In order to calculate word n-grams, different algorithms were tested. After finding n-gram word lists, their characteristics were analyzed. For generalization, Zipf s Law was applied, and to increase the accuracy in Zipf s Law, Mandelbrot Law was applied by finding the appropriate constants of Mandelbrot. As the corpus could not be big enough to represent all of the language, smoothing techniques were used to estimate the unseen word n-grams. This study can help professionals working on speech recognition, cryptanalysis, and author recognition in Turkish.

Contributeurs

Auteur Gökhan Dalkilic

Détails sur le produit

DUIN FEADUMNC45Q

GTIN 9783838351582

Langues Anglais

Nombre de pages 140

Type de produit Livre de Poche

Poids du produit 204 g

Statistical Properties of Turkish Words

Contemporary Printed Turkish Word Characteristics and Smoothing Techniques

Gökhan Dalkilic

58,16 €

Vendeur: Dodax EU

Date de livraison: entre mardi, 29. septembre et jeudi, 1. octobre

État: Neuf

TVA incluse - Livraison GRATUITE
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58,16 €
TVA incluse - Livraison GRATUITE