Building an Arabic Transliterator and Annotating Data Morphologically

Name: Building an Arabic Transliterator and Annotating Data Morphologically
Brand: Noor Publishing
SKU: 9783330847750
Price: 25.08 EUR
Availability: InStock

Using Weka to Annotate our Arabic Corpus Morphologically and Compare it with the Xerox Arabic Analyser's Results.

Autor: Abdulaziz Al Jumaia

Jazyk:

Väzba: Brožovaná

Vydavateľ: Noor Publishing

Dostupnosť: Skladom u dodávateľa

Odosielame za 5-8 dní

25.08 €

In this book, we, firstly, discuss related works to ours. Secondly, we create a transliteration prog...

Informácie o knihe

Autor

Abdulaziz Al Jumaia

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2017

Stránok

EAN

9783330847750

ISBN

3330847751

Enbook ID

15823135

Vydavateľ

Noor Publishing

Hmotnosť

100

Rozmery

150 x 220 x 3

Kompletný popis

In this book, we, firstly, discuss related works to ours. Secondly, we create a transliteration program, produce our own corpus, use the Xerox Arabic analyser to morphologically annotate a raw Arabic text, use Weka to train our transliterated corpus, and then, compare the annotation of the Xerox analyser with the results of Weka. The book shows the methods used to create our own transliteration system using a dictionary which maps the Arabic letters with the Latin letters. To do that, we use a raw Arabic text taken from a chapter of the book "Al-Bidayah Wan-Nihayah" for Ibn Kathir and store the results for a later use. the book progresses to discuss the use of the same original text, used previously for transliteration, in the Xerox Arabic analyser which uses a finite-state transducer to annotate the text morphologically. The annotations are, then, selected manually (gold-standard), added to our transliterated text and trained using different algorithms in Weka. Ultimately, the results of Weka are compared with the gold-standard annotation.

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Building an Arabic Transliterator and Annotating Data Morphologically

Using Weka to Annotate our Arabic Corpus Morphologically and Compare it with the Xerox Arabic Analyser's Results.

Informácie o knihe

Kompletný popis

Mohlo by vás zaujímať

Zákazníci, ktorí si kúpili túto knihu, kúpili tiež