Axmedova Xolisa Ilxomovna

@tsuull.uz

Alisher Navoiy nomidagi Toshkent davlat o'zbek tili va adabiyoti univeristeti

Axmedova Xolisa Ilxomovna


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https://researchid.co/xolisa9029

RESEARCH, TEACHING, or OTHER INTERESTS

Information Systems, Human-Computer Interaction, Artificial Intelligence, Computer Science
7

Scopus Publications

86

Scholar Citations

6

Scholar h-index

3

Scholar i10-index

Scopus Publications

  • Word Sense Disambiguation in the Uzbek Language
    Ceur Workshop Proceedings, 2025
  • Modeling of Models and Processes that Differentiate Semantically Polyfunctional Words in the Context of the Uzbek Language
    Elov Botir Boltayevich, Abdurahmonova Muqaddas Tursunalievna, Axmedova Xolisxon Ilxomovna, Abdullayeva Oqila Xolmo’minovna, Kholmukhamedov Bakhtiyor Farkhodovich
    Lecture Notes in Networks and Systems, 2024
  • Designing Processes and Models of Semantical Differentiation for Polyfunctional Words in the Uzbek Contexts
    Botir Elov, Nilufar Abdurakhmonova, Xolisxon Axmedova, Zilola Xusainova, Aybibi Iskandarova, et al.
    Communications in Computer and Information Science, 2024
  • Methods of eliminating homonymy within different, grammatically similar word groups
    Sh. S. Sirojiddinov, B. B. Elov, X. I. Axmedova
    E3s Web of Conferences, 2023
    The problem of automatic processing of natural language remains relevant for more than half a century. One of the important problems in the field of NLP is the creation of a semantic analyzer, which in turn goes through a number of steps. Determining homonymy is important in the semantic analysis of sentences. A method based on rules, a method based on statistical data, and methods based on machine learning are also used to determine homonymy. Statistical methods are mainly used to determine homonymy between grammatically similar word groups. In this article discusses the use of homonymy between two grammatically similar nouns and adjectives using statistical methods, namely Frequency and Bayesian methods. If bigrams and trigrams are used in the Bayesian method, the characteristics of word groups are classified in the frequentist method, and the parameters that can distinguish them are determined. The identified parameters are converted into numbers as a result of observations and probabilistic decisions are made.
  • Methods for Creating a Morphological Analyzer
    Elov Botir Boltayevich, Hamroyeva Shahlo Mirdjonovna, Axmedova Xolisxon Ilxomovna
    Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, 2023
  • Semantic Differentiation of Uzbek Homonyms Using the Lesk Algorithm
    Elov Botir Boltayevich, Axmedova Xolisxon Ilxomovna, Primova Mastura Hakim Qizi, Khudayberganov Nizomaddin Uktambay O'g'li
    Ubmk 2023 Proceedings 8th International Conference on Computer Science and Engineering, 2023
    The development of a semantic analyzer of natural language is considered one of the factors that develop the language. Homonymy is one of the main elements of semantic analysis. Different methods can be used for semantic analysis of homonyms. Homonyms can also be determined using Lesk's algorithm. Lesk's algorithm is based on WordNet of natural language. The weight of the compounds of the homonymous word in the sentence entered through WordNet is determined. The meaning of the word homonym was determined according to the compounds with high weight.
  • Business Process Modeling That Distinguishes Homonymy Within Three Parts of Speechs in The Uzbek Language
    Elov Botir Boltayevich, Axmedova Xolisxon Ilxomovna
    Proceedings 7th International Conference on Computer Science and Engineering Ubmk 2022, 2022
    One of the processes of natural language processing is the semantic analysis of texts. An important task of semantic analysis is to distinguish between the meanings of the words in the text and to distinguish their meanings. For the purpose of semantic analysis of homonymous words, they are divided into groups such as homonyms within 2 parts of speechs, homonyms within 3 parts of speechs and homonyms within 4 parts of speechs according to their occurrence within categories. In the Uzbek language, words that form a homonym are divided into 11 groups within 3 parts of speechs. In this article analyzes the linguistic factors that differentiate homonomy words in the Uzbek language, such as adjective or noun or adverb, noun or pronoun or verb, noun or adjective or verb, noun or verb or pronoun, noun or adjective or predicate word, noun or adverb or imitation word, noun or exclamation word or imitation word, noun or adjective or auxiliary, noun or number or verb, noun or verb or imitation word, exclamation word or verb or adverb develops a total of 7 mathematical models.

RECENT SCHOLAR PUBLICATIONS

  • O ‘ZBEK TILIDAGI FRAZEOLOGIK BIRLIKLARNING SINONIMLIK HODISASI
    X Axmedova, D Omarova
    COMPUTER LINGUISTICS: PROBLEMS, SOLUTIONS, PROSPECTS 1 (1) , 2025
    2025
  • TABIIY TILGA ISHLOV BERISH SOHASIDA SO ‘Z MA’NOSINI ANIQLASH
    X Axmedova, G Hasanova
    COMPUTER LINGUISTICS: PROBLEMS, SOLUTIONS, PROSPECTS 1 (1) , 2025
    2025
  • LEKSIK DARAJADAGI PEREFRAZ TAKSONOMIYASINI AMALGA OSHIRISH BOSQICHLARI
    X Axmedova, I Ko‘charova
    COMPUTER LINGUISTICS: PROBLEMS, SOLUTIONS, PROSPECTS 1 (1) , 2025
    2025
  • QAROR ROʻYXATI ALGORITMI YORDAMIDA SOʻZ MA’NOSINI ANIQLASH
    X Axmedova, G Hayotova
    COMPUTER LINGUISTICS: PROBLEMS, SOLUTIONS, PROSPECTS 1 (1) , 2025
    2025
  • KNN-ALGORITMI YORDAMIDA SO ‘Z MA’NOSINI ANIQLASH (sifat so ‘z turkumi misolida)
    X Axmedova, M Xushmuratova
    COMPUTER LINGUISTICS: PROBLEMS, SOLUTIONS, PROSPECTS 1 (1) , 2025
    2025
  • BILIMGA ASOSLANGAN YONDASHUVLAR ASOSIDA OMONIMIYANI FARQLASH
    X Axmedova, E Malikov
    Uzbekistan: Language and Culture 2 (2) , 2024
    2024
  • STATISTIK USULLAR YORDAMIDA POLIFUNKSIONAL SOʻZLARNI SEMANTIK FARQLASH
    X Axmedova, S Sultonov
    Uzbekistan: Language and Culture 2 (2) , 2024
    2024
  • Polyfunctional Words in the Context of the Uzbek Language
    AX Ilxomovna, AO Xolmo'minovna
    Proceedings of Ninth International Congress on Information and Communication … , 2024
    2024
  • The Problem of Coreference in NLP
    U Khamdamov, E Botir, A Xolisxon, A Shahlo, R Bekposhsha, H Marjona
    International conference on WorldS4, 151-160 , 2024
    2024
    Citations: 1
  • Designing processes and models of semantical differentiation for Polyfunctional words in the Uzbek contexts
    B Elov, N Abdurakhmonova, X Axmedova, Z Xusainova, A Iskandarova, ...
    Asian Conference on Intelligent Information and Database Systems, 305-316 , 2024
    2024
    Citations: 2
  • Formation of LMS Class Diagram
    EB Boltayevich, TG Ibragimovna, ZT Marufovich, AX Ilxomovna
    International Conference on Artificial Intelligence and Smart Energy, 493-509 , 2024
    2024
  • Modeling of Models and Processes that Differentiate Semantically Polyfunctional Words in the Context of the Uzbek Language
    EB Boltayevich, AM Tursunalievna, AX Ilxomovna, AO Xolmo’minovna, ...
    International Congress on Information and Communication Technology, 421-431 , 2024
    2024
    Citations: 2
  • LESK ALGORITMI YORDAMIDA O’ZBEK TILIDAGI OMONIM SO’ZLARNI ANIQLASH
    EB Boltayevich
    2024
  • A study of algorithm based on linguistic models in machine translation between Russian and Uzbek
    X Axmedova, G Abdujalilova, U Abdurahmonova
    ACADEMICIA: An International Multidisciplinary Research Journal 14 (8), 8-13 , 2024
    2024
  • Semantic Differentiation of Uzbek Homonyms Using the Lesk Algorithm
    EB Boltayevich, AX Ilxomovna, PMH Qizi, KN Uktambay O'g'li
    2023 8th International Conference on Computer Science and Engineering (UBMK … , 2023
    2023
    Citations: 3
  • DETERMINING THE KNOWLEDGE LEVEL OF PUPILS IN THE INFORMATION SYSTEM OF" SMART SCHOOL"
    SA Masharipov, LS Raximova, XI Axmedova
    SOCIETY. INTEGRATION. EDUCATION. Proceedings of the International Scientific … , 2023
    2023
    Citations: 1
  • Statistik usullar yordamida turli so ‘z turkumlari orasidagi omonimiyani aniqlash
    X Axmedova
    Uzbekistan: Language and Culture 1 (1) , 2023
    2023
  • SO ‘ZLARNI SEMANTIK TAHLIL QILISH ALGORITMLARI
    X Axmedova, X Madina
    COMPUTER LINGUISTICS: PROBLEMS, SOLUTIONS, PROSPECTS 1 (1) , 2023
    2023
  • SO ‘Z MA’NOSINI ANIQLASHDA MASHINALI O ‘QITISH YONDASHUVLARI
    X Axmedova, M Parizoda
    COMPUTER LINGUISTICS: PROBLEMS, SOLUTIONS, PROSPECTS 1 (1) , 2023
    2023
  • NAÏVE BAYES KLASSIFIKATORI YORDAMIDA OMONIMIYANI ANIQLASH
    EB Boltayevich
    MUHAMMAD AL-XORAZMIY AVLODLARI, 94-201 , 2023
    2023

MOST CITED SCHOLAR PUBLICATIONS

  • Methods for creating a morphological analyzer
    EB Boltayevich, HS Mirdjonovna, AX Ilxomovna
    International Conference on Intelligent Human Computer Interaction, 27-38 , 2022
    2022
    Citations: 24
  • Determining homonymy using statistical methods.“
    BB Elov, XI Axmedova
    Hisoblash modellari va texnologiyalari (HMT 2022)” O ‘zbekiston-Malayziya … , 2022
    2022
    Citations: 11
  • UCHTA SO‘Z TURKUMI DOIRASIDAGI OMONIMIYANI FARQLOVCHI BIZNES JARAYONNI MODELLASHTIRISH
    AXI Elov Botir Boltayevich
    ИЛМ-ФАН ВА ИННОВАЦИОН РИВОЖЛАНИШ 1, 150-161 , 2022
    2022
    Citations: 11
  • Mathematical models that distinguish homonymy in the framework of a word series
    XI Axmedova
    Electronic journal of actual problems of modern science, Educational and … , 2021
    2021
    Citations: 8
  • Business process modeling that distinguishes homonymy within three parts of speechs in the Uzbek language
    EB Boltayevich, AX Ilxomovna
    2022 7th International Conference on Computer Science and Engineering (UBMK … , 2022
    2022
    Citations: 7
  • Turli so ‘z turkumlari orasidagi omonimiyani aniqlovchi matematik modellar
    XI Axmedova
    Science and innovation international scientific 1 (7) , 2022
    2022
    Citations: 7
  • So ‘z ma’nosini aniqlashda naive bayes algoritmidan foydalanish
    EB Boltayevich, AX Ilxomovna
    Илм-фан ва инновацион ривожланиш/Наука и инновационное развитие 6 (3), 44-54 , 2023
    2023
    Citations: 5
  • Semantic Differentiation of Uzbek Homonyms Using the Lesk Algorithm
    EB Boltayevich, AX Ilxomovna, PMH Qizi, KN Uktambay O'g'li
    2023 8th International Conference on Computer Science and Engineering (UBMK … , 2023
    2023
    Citations: 3
  • Designing processes and models of semantical differentiation for Polyfunctional words in the Uzbek contexts
    B Elov, N Abdurakhmonova, X Axmedova, Z Xusainova, A Iskandarova, ...
    Asian Conference on Intelligent Information and Database Systems, 305-316 , 2024
    2024
    Citations: 2
  • Modeling of Models and Processes that Differentiate Semantically Polyfunctional Words in the Context of the Uzbek Language
    EB Boltayevich, AM Tursunalievna, AX Ilxomovna, AO Xolmo’minovna, ...
    International Congress on Information and Communication Technology, 421-431 , 2024
    2024
    Citations: 2
  • ALGORITHM BASED ON LINGUISTIC MODELS IN MACHINE TRANSLATION BETWEEN RUSSIAN AND UZBEK
    AUR Abdujalilova Guzal Saydillayeva
    ACADEMICIA: An International Multidisciplinary Research journal., 16-21 , 2019
    2019
    Citations: 2
  • The Problem of Coreference in NLP
    U Khamdamov, E Botir, A Xolisxon, A Shahlo, R Bekposhsha, H Marjona
    International conference on WorldS4, 151-160 , 2024
    2024
    Citations: 1
  • DETERMINING THE KNOWLEDGE LEVEL OF PUPILS IN THE INFORMATION SYSTEM OF" SMART SCHOOL"
    SA Masharipov, LS Raximova, XI Axmedova
    SOCIETY. INTEGRATION. EDUCATION. Proceedings of the International Scientific … , 2023
    2023
    Citations: 1
  • Methods of eliminating homonymy within different, grammatically similar word groups
    SS Sirojiddinov, BB Elov, XI Axmedova
    E3S Web of Conferences 413, 03007 , 2023
    2023
    Citations: 1
  • Algorithm Based On Linguistic Models In Machine Translation Between English And Uzbek
    X Axmedova, M Abjalova
    GSJ 8 (12) , 2020
    2020
    Citations: 1
  • O ‘ZBEK TILIDAGI FRAZEOLOGIK BIRLIKLARNING SINONIMLIK HODISASI
    X Axmedova, D Omarova
    COMPUTER LINGUISTICS: PROBLEMS, SOLUTIONS, PROSPECTS 1 (1) , 2025
    2025
  • TABIIY TILGA ISHLOV BERISH SOHASIDA SO ‘Z MA’NOSINI ANIQLASH
    X Axmedova, G Hasanova
    COMPUTER LINGUISTICS: PROBLEMS, SOLUTIONS, PROSPECTS 1 (1) , 2025
    2025
  • LEKSIK DARAJADAGI PEREFRAZ TAKSONOMIYASINI AMALGA OSHIRISH BOSQICHLARI
    X Axmedova, I Ko‘charova
    COMPUTER LINGUISTICS: PROBLEMS, SOLUTIONS, PROSPECTS 1 (1) , 2025
    2025
  • QAROR ROʻYXATI ALGORITMI YORDAMIDA SOʻZ MA’NOSINI ANIQLASH
    X Axmedova, G Hayotova
    COMPUTER LINGUISTICS: PROBLEMS, SOLUTIONS, PROSPECTS 1 (1) , 2025
    2025
  • KNN-ALGORITMI YORDAMIDA SO ‘Z MA’NOSINI ANIQLASH (sifat so ‘z turkumi misolida)
    X Axmedova, M Xushmuratova
    COMPUTER LINGUISTICS: PROBLEMS, SOLUTIONS, PROSPECTS 1 (1) , 2025
    2025