logo
calendar3 Yanvar 2025
view29
Main language:English

USING HIDDEN MARKOV MODEL AND VITERBI ALGORITHM FOR UZBEK LANGUAGE PROCESSING IN PYTHON

Field of Science:
pdf

677822e3d7662.pdf

PDF

Е-lеаrning

Е-lеаrning

Publish Articlesee more

ARTICLE ANNOTATION

quote
In Natural Language Processing, automatic part-of-speech recognition is important. There are several ways to automatically detect parts of speech; this article discusses the use of a hidden Markov model based on the Viterbi algorithm using the Python environment.

AUTHORS

SH.Murodov

Qarshi xalqaro universiteti

Tags

# Python# Maxfiy Markov modeli (MMM)# Viterbi algoritmi# tabiiy tilni avtomatik qayta# so‘z turkumlari# POS-razmetka# mashinaviy tarjima tizimlari# nutqni tanib olish.# скрытая Марковская модель (СМ# алгоритм Витерби# автоматическая обработка естес# части речи# POS-разметка# системы машинного перевода (СМП)# распознавание речи.# Hidden Markov Model (HMM)# Viterbi algorithm# Natural Language Processing (N# Part of Speech (POS)# POS tagging# Machine Translation Systems (MT# Speech Recognition.

OTHER ARTICLES IN THIS JOURNAL

Rate Article

0
0 ratings
5
4
3
2
1

Article Identifiers

ROI:

https://eroi.uz/11.0155/A0125-0013

DOI:

Not Available

References

Norov, A.M. (2020). Computer-oriented models of Uzbek linguistics //[Doctoral Dissertation, Karshi State University].

The Handbook of Computational Linguistics and Natural Language Processing Edited by Alexander Clark, Chris Fox and Shalom Lappin, 2010, Blackwell Publishing Ltd.

Jurafsky, Daniel & Martin, James. (2008). Speech and Language Processing: An Introduction to Natural Language Processing, Computational Linguistics, and Speech Recognition.

Mitkov, Ruslan (ed.), The Oxford Handbook of Computational Linguistics, 2nd edn, Oxford Handbooks (2022; online ed., Oxford Academic).

Mohamed Zakaria Kurdi (2017) Natural Language Processing and Computational Linguistics: Semantics, Discourse and Applications. John Wiley & Sons, Inc.

Second Workshop on Effective Tools and Methodologies for Teaching Natural Language Processing and Computational Linguistics: Proceedings. 25 June 2005. University of Michigan Ann Arbor, Michigan, USA.

Sudhir K Mishra (2018) Artificial Intelligence and Natural Language Processing. Cambridge Scholars Publishing.

Abjalova, Manzura & Ismailovich, Iskandarov. (2021). Methods of Tagging Part of Speech of Uzbek Language. 82-85. Conference: 2021 6th International Conference on Computer Science and Engineering (UBMK). DOI: 10.1109/ UBMK52708.2021.9558900.

https://www.geeksforgeeks.org/ – Viterbi algorithm for Hidden Markov Models (Last updated: 06 Jun, 2024).

Белоусов Ф.К., & Кузнецова И.Б. Технологии искусственного интеллекта в образовании: от теории к практике. –Новосибирск: Сибирское университетское издательство. 2018. – 146 c.