Application of clustering algorithms for text classification

Qosimov O.R.; Wang Li

doi:10.52011/tatufti.2023.11.1.3

Article · 2023

Application of clustering algorithms for text classification

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20.1003/tatufti/2023/v11_i1/52083960English

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Authors

Qosimov O.R.no linked profile
Muhammad al-Xorazmiy nomidagi Toshkent axborot texnologiyalari universiteti
Wang Lino linked profile
Westminster xalqaro universiteti Toshkentda

Abstract

The article examines application of clustering algorithms for text classification. A comparative analysis of international experience is provided. Practical recommendations are proposed.

Keywords

Bibliographic details

DRI: 20.1003/tatufti/2023/v11_i1/52083960
Work type: Article
Journal: TATU: fan, ta'lim va innovatsiyaISSN 2181-0230
Volume and issue: Vol. 11, No. 1
Pages: 21–29
Published: 27 February 2023
Language: English
Subject: Axborot texnologiyalari
External DOI: 10.52011/tatufti.2023.11.1.3 (opens in a new tab)
Full text: Open on the publisher's page (opens in a new tab)
Passport mirror: synced 21/09/2026, 16:49, version 1

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References

Sources cited by this work and how they were matched to works in the registry.

13 entries5 matched3 under review5 external

1.
Martin C. (1998). Gamification in education: a systematic review in developing countries. The Lancet, 27, 516–956.
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2.
Петрова А.С. Применение блокчейна в текстильной промышленности. – М.: Наука, 2012. – 182 с.
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Markayev U.A. Sportchilarda pnevmoniya erta tashxislahsning zamonaviy usullari (Namangan viloyati misolida) // «Uzluksiz ta'lim tizimida innovatsion yondashuvlar» mavzusidagi respublika ilmiy-amaliy konferensiya materiallari. – Toshkent, 2022. – B. 75–77. – DRI 20.2002/mkconf2022/2022/69111577
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4.
Кузнецова Е.А. Применение блокчейна в банковской системы. – М.: Наука, 2002. – 127 с.
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5.
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6.
Saidova, Z. J., Fayziyev, G'. B., Sharipov, A. A., et al. (2019). Reproduktiv yoshdagi ayollarda revmatoid artrit erta tashxislashning zamonaviy usullari. BuxDU ilmiy-uslubiy jurnali, 6(4), 11–18.
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Kamolova, G. S., & Ivanov, I. I. (2015). Big data in agriculture: a case of Uzbekistan. ToshDAU ilmiy-uslubiy jurnali, 6(1), 1–12.
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Mirziyoyev Sh.M. Yangi O'zbekiston strategiyasi. – Toshkent: O'zbekiston, 2021. – 464 b.
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Axmedov D.D. Elektron hukumat tizimi xavfsizligini ta'minlashda blokcheyn imkoniyatlari // Til va adabiyot ta'limi. – 2013. – №1. – B. 55–77.
Under review
13.
Kim S., Johnson M., Lee J. (2020). Machine learning methods for credit scoring. Physical Review B, 11, 412–902.
External source

Citing works

Works in the registry that cite this work, newest first.

Geoaxborot tizimi uchun blokcheyn texnologiyasi asosida trafikni prognozlash
Authors: G'aniyev Rahim Shoxrux o'g'li
DRI20.2002/mkconf2026/2026/23694771 Open on nationaldri.uzAbstract2views0downloads
Year2026
Citations0
Bulutli hisoblash muhiti uchun genetik algoritmlar asosida trafikni prognozlash
Authors: Маркаев Анвар ДавроновичTATU ilmiy-uslubiy jurnali
DRI20.1003/tatuilm/2024/v11_i2/53851381 Open on nationaldri.uzArticle1views0downloads
Year2024
Citations3
Authors: Qosimov Odil Rustam o'g'liTATU ilmiy-uslubiy jurnali
DRI20.1003/tatuilm/2024/v11_i1/84633871 Open on nationaldri.uzArticleSelf-citation9views0downloads
Year2024
Citations3
Authors: , TATU ilmiy-uslubiy jurnali
DRI20.1003/tatuilm/2023/v10_i1/37255554 Open on nationaldri.uzArticle0views0downloads
Year2023
Citations1

[1] 1.
Martin C. (1998). Gamification in education: a systematic review in developing countries. The Lancet, 27, 516–956.
External source

[2] 2.
Петрова А.С. Применение блокчейна в текстильной промышленности. – М.: Наука, 2012. – 182 с.
Under review

[3] 3.
Markayev U.A. Sportchilarda pnevmoniya erta tashxislahsning zamonaviy usullari (Namangan viloyati misolida) // «Uzluksiz ta'lim tizimida innovatsion yondashuvlar» mavzusidagi respublika ilmiy-amaliy konferensiya materiallari. – Toshkent, 2022. – B. 75–77. – DRI 20.2002/mkconf2022/2022/69111577
MatchedExact by DRI

[4] 4.
Кузнецова Е.А. Применение блокчейна в банковской системы. – М.: Наука, 2002. – 127 с.
External source

[5] 5.
Kamolova, G. S., Ergashev, Z. I., & Kuznetsova, Y. A. (2019). Aqlli uy tizimi uchun konvolyutsion neyron tarmoq asosida tavsiya tizimini yaratish. TDTU: fan, ta'lim va innovatsiya, 9(2), 29–39. https://doi.org/10.52017/tdtufti.2019.9.2.4
MatchedExact by DOI

[6] 6.
Saidova, Z. J., Fayziyev, G'. B., Sharipov, A. A., et al. (2019). Reproduktiv yoshdagi ayollarda revmatoid artrit erta tashxislashning zamonaviy usullari. BuxDU ilmiy-uslubiy jurnali, 6(4), 11–18.
MatchedFuzzy match, S = 1.00

[7] 7.
Камолова Г.С., Тошпўлатов Ғ.А. Биг дата ин тҳе банкинг сестор: а сасе оф Узбекистан // «Энергия тежамкорлиги ва қайта тикланувчи манбалар» мавзусидаги республика илмий-амалий конференсия материаллари. – Тошкент, 2019. – Б. 21–23.
Under review

[8] 8.
Kamolova, G. S., & Ivanov, I. I. (2015). Big data in agriculture: a case of Uzbekistan. ToshDAU ilmiy-uslubiy jurnali, 6(1), 1–12.
MatchedFuzzy match, S = 1.00

[9] 9.
Toshmatov I.D. Geoaxborot tizimi uchun genetik algoritmlar asosida nutqni tanib olish. – Toshkent: Fan, 2013. – 287 b.
External source

[10] 10.
Mirziyoyev Sh.M. Yangi O'zbekiston strategiyasi. – Toshkent: O'zbekiston, 2021. – 464 b.
External source

[11] 11.
Egamberdiyev U.F., Islomova K.X. Temuriylar davrida Farg'ona vodiysida ijtimoiy-iqtisodiy hayoti (Buxoro viloyati misolida) // Tarix va madaniyat. – 2021. – №4. – B. 22–31.
MatchedFuzzy match, S = 1.00

[12] 12.
Axmedov D.D. Elektron hukumat tizimi xavfsizligini ta'minlashda blokcheyn imkoniyatlari // Til va adabiyot ta'limi. – 2013. – №1. – B. 55–77.
Under review

[13] 13.
Kim S., Johnson M., Lee J. (2020). Machine learning methods for credit scoring. Physical Review B, 11, 412–902.
External source

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