Analysis of reviews on lake tourism through word clouds and topic modeling: big almaty lake case

ABDRASILOV , Turganbay Kurmanbayevich, UYSAL, Alper Kurshat, BASHARAN, Murat Alper, KANTARCI, Kemal

Ислом тафаккури – Исламская мысль – Islamic thought – · 2026-yil

Annotatsiya

In this study, a comprehensive analysis of lake tourism in Almaty, Kazakhstan is performed using Big Almaty Lake as a case study. This research is a pioneering study investigating visitor reviews for the lake tourism in Almaty, Kazakhstan using text data. As there is no public dataset consisting of Big Almaty Lake reviews, a new dataset is constructed.

Maqola ma’lumotlari
MualliflarABDRASILOV , Turganbay Kurmanbayevich, UYSAL, Alper Kurshat, BASHARAN, Murat Alper, KANTARCI, Kemal
JurnalИслом тафаккури – Исламская мысль – Islamic thought –
NashriyotЎзбекистон халқаро ислом академияси
ISSN2181-9572
Nashr sanasi2026-07-31
Jild7
Son3
Betlar76-84
TilIngliz
Ilmiy sohaIslomshunoslik
Indeksga qo‘shilgan2026-09-16

Kalit so‘zlar

Lake Tourism, Big Almaty Lake, Text Mining, Topic Modeling, Kazakhstan., озерный туризм, Большое Алматинское озеро, анализ текста, тематическое моделирование, Казахстан., ko‘l turizmi, Katta Almati ko‘li, matn tahlili, mavzuni modellashtirish, Qozog‘iston.

Ilmiy soha

Iqtibos keltirish

APAABDRASILOV , Turganbay Kurmanbayevich, UYSAL, Alper Kurshat, BASHARAN, Murat Alper, & KANTARCI, Kemal (2026). ANALYSIS OF REVIEWS ON LAKE TOURISM THROUGH WORD CLOUDS AND TOPIC MODELING: BIG ALMATY LAKE CASE. Ислом тафаккури – Исламская мысль – Islamic thought –, 7(3), 76-84. https://journals.iiau.uz/index.php/isltho/article/view/1274
GOST (OAK)ABDRASILOV , Turganbay Kurmanbayevich va b. ANALYSIS OF REVIEWS ON LAKE TOURISM THROUGH WORD CLOUDS AND TOPIC MODELING: BIG ALMATY LAKE CASE // Ислом тафаккури – Исламская мысль – Islamic thought –. – 2026. – T. 7, № 3. – P. 76-84.
MLAABDRASILOV , Turganbay Kurmanbayevich, UYSAL, Alper Kurshat, BASHARAN, Murat Alper, and KANTARCI, Kemal. “ANALYSIS OF REVIEWS ON LAKE TOURISM THROUGH WORD CLOUDS AND TOPIC MODELING: BIG ALMATY LAKE CASE.” Ислом тафаккури – Исламская мысль – Islamic thought –, 7(3), 76-84, 2026. https://journals.iiau.uz/index.php/isltho/article/view/1274
ChicagoABDRASILOV , Turganbay Kurmanbayevich, UYSAL, Alper Kurshat, BASHARAN, Murat Alper, and KANTARCI, Kemal. “ANALYSIS OF REVIEWS ON LAKE TOURISM THROUGH WORD CLOUDS AND TOPIC MODELING: BIG ALMATY LAKE CASE.” Ислом тафаккури – Исламская мысль – Islamic thought –, 7(3), 76-84 (2026). https://journals.iiau.uz/index.php/isltho/article/view/1274
HarvardABDRASILOV , Turganbay Kurmanbayevich, UYSAL, Alper Kurshat, BASHARAN, Murat Alper, and KANTARCI, Kemal (2026) ‘ANALYSIS OF REVIEWS ON LAKE TOURISM THROUGH WORD CLOUDS AND TOPIC MODELING: BIG ALMATY LAKE CASE’, Ислом тафаккури – Исламская мысль – Islamic thought –, 7(3), 76-84. https://journals.iiau.uz/index.php/isltho/article/view/1274
BibTeX
@article{abdrasilovturganbaykurmanbayevich2026,
  title = {ANALYSIS OF REVIEWS ON LAKE TOURISM THROUGH WORD CLOUDS AND TOPIC MODELING: BIG ALMATY LAKE CASE},
  author = {ABDRASILOV , Turganbay Kurmanbayevich and UYSAL, Alper Kurshat and BASHARAN, Murat Alper and KANTARCI, Kemal},
  journal = {Ислом тафаккури – Исламская мысль – Islamic thought –},
  year = {2026},
  volume = {7},
  number = {3},
  pages = {76-84},
  url = {https://journals.iiau.uz/index.php/isltho/article/view/1274}
}

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