Cold start problem in recommendation systems: challenges and potential solutions

G’ulomov, Doniyor, Kutlimuratov, Alpamis

Innovations in Science and Technologies · 2024-yil

Annotatsiya

Recommendation systems are instrumental in today's digital platforms, enhancing user experience by personalizing content. However, one of the significant challenges they face is the "cold start" problem, referring to the dilemma of making accurate recommendations for new users or items without sufficient historical data. This paper explores the intricacies of the cold start problem, its implications, and potential solutions.

Maqola ma’lumotlari
MualliflarG’ulomov, Doniyor, Kutlimuratov, Alpamis
JurnalInnovations in Science and Technologies
NashriyotТошкент давлат иқтисодиёт университети
ISSN3030-3451
Nashr sanasi2024-03-20
Jild1
Son1
Betlar98-103
TilIngliz
Ilmiy sohaIqtisodiyot
Indeksga qo‘shilgan2026-08-26

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Ilmiy soha

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Iqtibos keltirish

APAG’ulomov, Doniyor, & Kutlimuratov, Alpamis (2024). COLD START PROBLEM IN RECOMMENDATION SYSTEMS: CHALLENGES AND POTENTIAL SOLUTIONS. Innovations in Science and Technologies, 1(1), 98-103. https://innoist.uz/index.php/ist/article/view/104
GOST (OAK)G’ulomov, Doniyor, Kutlimuratov, Alpamis COLD START PROBLEM IN RECOMMENDATION SYSTEMS: CHALLENGES AND POTENTIAL SOLUTIONS // Innovations in Science and Technologies. – 2024. – T. 1, № 1. – P. 98-103.
MLAG’ulomov, Doniyor, and Kutlimuratov, Alpamis. “COLD START PROBLEM IN RECOMMENDATION SYSTEMS: CHALLENGES AND POTENTIAL SOLUTIONS.” Innovations in Science and Technologies, 1(1), 98-103, 2024. https://innoist.uz/index.php/ist/article/view/104
ChicagoG’ulomov, Doniyor, and Kutlimuratov, Alpamis. “COLD START PROBLEM IN RECOMMENDATION SYSTEMS: CHALLENGES AND POTENTIAL SOLUTIONS.” Innovations in Science and Technologies, 1(1), 98-103 (2024). https://innoist.uz/index.php/ist/article/view/104
HarvardG’ulomov, Doniyor, and Kutlimuratov, Alpamis (2024) ‘COLD START PROBLEM IN RECOMMENDATION SYSTEMS: CHALLENGES AND POTENTIAL SOLUTIONS’, Innovations in Science and Technologies, 1(1), 98-103. https://innoist.uz/index.php/ist/article/view/104
BibTeX
@article{gulomovdoniyor2024,
  title = {COLD START PROBLEM IN RECOMMENDATION SYSTEMS: CHALLENGES AND POTENTIAL SOLUTIONS},
  author = {G’ulomov, Doniyor and Kutlimuratov, Alpamis},
  journal = {Innovations in Science and Technologies},
  year = {2024},
  volume = {1},
  number = {1},
  pages = {98-103},
  url = {https://innoist.uz/index.php/ist/article/view/104}
}

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