Topic modeling of phonetic Latin-spelled Arabic for the relative analysis of genre-dependent and dialect-dependent variation
Joint Authors
Saqr, Ali
Hasegawa Johnson, Mark
Source
Issue
Vol. 20, Issue 2 (31 Dec. 2013), pp.69-77, 9 p.
Publisher
Research Centre for Scientific and Technical Information
Publication Date
2013-12-31
Country of Publication
Algeria
No. of Pages
9
Main Subjects
Information Technology and Computer Science
Topics
Abstract EN
We demonstrate a data collection and analysis system that can be used to analyze the relative contributions of dialect dependent variation in the lexical of speech-like Arabic text.
We utilize Latent dirichlet Allocation (LDA), a generative Probabilistic modeling method, to analyze a phonetic Latin spelled Arabic online chat corpus.
The corpus produces different word choices and word relations based on Dialect, which can therefore aid in producing written forms of Arabic Dialects despite the large difference between standard written Arabic and the many Arabic dialects.-
Abstract FRE
Nous présenterons un système de collecte et d’analyse de données éventuellement utilisé pour analyser les contributions relatives des variations dépendantes au dialecte dans la sphère lexicale d’un texte semblable à l’écriture arabe.
De ce fait, nous aurons recours à l’allocation de Dirichlet latente (LDA), une méthode de modélisation générative probabiliste afin d’analyser la phonétique des termes arabes écrits en caractère latin extraits d’un corpus de discussion en ligne.
Ce corpus produit différents choix de mots et différentes relations conceptuelles basée sur le dialecte et qui par conséquent contribue à la reproduction graphique des termes arabes issus du dialecte malgré la large distinction existante entre l’arabe écrit standard et les nombreux dialectes arabes.
American Psychological Association (APA)
Saqr, Ali& Hasegawa Johnson, Mark. 2013. Topic modeling of phonetic Latin-spelled Arabic for the relative analysis of genre-dependent and dialect-dependent variation. RIST،Vol. 20, no. 2, pp.69-77.
https://search.emarefa.net/detail/BIM-427131
Modern Language Association (MLA)
Saqr, Ali& Hasegawa Johnson, Mark. Topic modeling of phonetic Latin-spelled Arabic for the relative analysis of genre-dependent and dialect-dependent variation. RIST Vol. 20, no. 2 (2013), pp.69-77.
https://search.emarefa.net/detail/BIM-427131
American Medical Association (AMA)
Saqr, Ali& Hasegawa Johnson, Mark. Topic modeling of phonetic Latin-spelled Arabic for the relative analysis of genre-dependent and dialect-dependent variation. RIST. 2013. Vol. 20, no. 2, pp.69-77.
https://search.emarefa.net/detail/BIM-427131
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 77
Record ID
BIM-427131