THE ROLE OF ONTOLOGY IN THE ANALYSIS OF SEMANTIC FOR NATURAL LANGUAGE PROCESSING

Authors

  • Abdurakhmonova Nilufar Zaynobiddin qizi
  • Qodirova Zebo Gulboyevna

Keywords:

Ontology, individuals, axioms, relationships, databases, OWL, concepts, attributes, hierarchy, taxonomy

Abstract

The article examines the scientific views on the design of a database for the first time in Uzbekistan to create a specialized ontology. The semantic relationship of words In Protégé technology, the structure and components of software systems for its design are explained. Expression of the concept of knowledge in computer systems, the importance of declarative, procedural knowledge in describing. In addition, the functionality of the Object Properties, Data Properties, and Annotation Properties tabs in creating a class hierarchy of field ontology in Protégé technology and establishing relationships between terms is shown in the analysis of semantic relationships of words.

 

References

Лапшин B.A. Онтологии в информационных системах. – Москва, 2009. – 272 c.

Abduraxmonova N.Z. Kompyuter lingvistikasi [Matn] : darslik - Toshkent: Nodirabegim, 2021. – 394 b.

Цуканова Н. И. Онтологическая модель представления и организации знаний. Учебное пособие для вузов. – М.: Горячая линия – Телеком, – 2015. – 247 c.

Невзорова О.А. Онтолингвистические системы: технологии взаимодействия с прикладной онтологией /О.А. Невзорова // Ученые записки Казанского государственного университета. Серия физико-математические науки. – 2007. – 8 c.

Ouchetto H., Ouchetto O. and Roudies O. Ontology-ariented e-gov services retrieval. International Journal of Computer Science Issues № 9 (2) – 2012. – 8 p.

Zemmouchi-Ghomari Leila, Rido Ghomari Abdessomed Ontology versus terminology, from the perspective of ontologists. International Journal of Web Sceince. – 2012. – 18 p.

Lee Gillom, Mariom Tariq, Khurshid Ahmad Terminology and the construction of ontology. Terminology № 11(1). – 2005. – 17 p.

Goryunova V. Ontologically – systematized decision- making and intellectual environment of engineering interaction. Advances in Computer Science Research (ACSR) ,Volume 72. // IV International Research Conference “ Information Technologies in Science, Management, Social Sphere and Medicine” // (ITSMSSM 2017). – 6 p.

Ontology of grammar rules as example of noun of Uzbek and Kazakh languages. In: Abstract of the VI International Conference “Modern Problems of Applied Mathematics and Information Technology - Al-Khorezmiy 2018”, pp. 37–38, Tashkent, Uzbekistan (2018)

Abduraxmonova, N. Z. "Linguistic support of the program for translating English texts into Uzbek (on the example of simple sentences): Doctor of Philosophy (PhD) il dis. aftoref." (2018).

Abdurakhmonova N. The bases of automatic morphological analysis for machine translation. Izvestiya Kyrgyzskogo gosudarstvennogo tekhnicheskogo universiteta. 2016;2 (38):12-7.

Abdurakhmonova N, Tuliyev U. Morphological analysis by finite state transducer for Uzbek-English machine translation/Foreign Philology: Language. Literature, Education. 2018(3):68.

Abdurakhmonova N, Urdishev K. Corpus based teaching Uzbek as a foreign language. Journal of Foreign Language Teaching and Applied Linguistics (J-FLTAL). 2019;6(1-2019):131-7.

Abdurakhmonov N. Modeling Analytic Forms of Verb in Uzbek as Stage of Morphological Analysis in Machine Translation. Journal of Social Sciences and Humanities Research. 2017;5(03):89-100.

Kubedinova L. Khusainov A., Suleymanov D., Gilmullin R., Abdurakhmonova N. First Results of the TurkLang-7 Project: Creating Russian-Turkic Parallel Corpora and MT Systems. Proceedings of the Computational Models in Language and Speech Workshop (CMLS 2020) co-located with 16th International Conference on Computational and Cognitive Linguistics (TEL 2020) .2020/11: 90-101

Abdurakhmonova N. Dependency parsing based on Uzbek Corpus. InProceedings of the International Conference on Language Technologies for All (LT4All) 2019.

Published

2022-07-01