Multimodal recommendation systems: enhancing recommendation quality through data fusion

Yuldashov, Qudrat, Kutlimuratov, Alpamis

Innovations in Science and Technologies · 2024-yil

Annotatsiya

In today's digital age, users interact with platforms using varied content types—text, images, audio, and even video. Capturing the essence of this diverse data for recommendation can yield richer user profiles and more relevant suggestions. This paper investigates the potential of Multimodal Recommendation Systems, which integrate information from multiple sources to enhance recommendation quality. We delve into methods for data fusion, the challenges of multimodal systems, and their application across different sectors.

Maqola ma’lumotlari
MualliflarYuldashov, Qudrat, Kutlimuratov, Alpamis
JurnalInnovations in Science and Technologies
NashriyotТошкент давлат иқтисодиёт университети
ISSN3030-3451
Nashr sanasi2024-03-20
Jild1
Son1
Betlar91-97
TilIngliz
Ilmiy sohaIqtisodiyot
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Ilmiy soha

Iqtisodiyot

Iqtibos keltirish

APAYuldashov, Qudrat, & Kutlimuratov, Alpamis (2024). MULTIMODAL RECOMMENDATION SYSTEMS: ENHANCING RECOMMENDATION QUALITY THROUGH DATA FUSION. Innovations in Science and Technologies, 1(1), 91-97. https://innoist.uz/index.php/ist/article/view/105
GOST (OAK)Yuldashov, Qudrat, Kutlimuratov, Alpamis MULTIMODAL RECOMMENDATION SYSTEMS: ENHANCING RECOMMENDATION QUALITY THROUGH DATA FUSION // Innovations in Science and Technologies. – 2024. – T. 1, № 1. – P. 91-97.
MLAYuldashov, Qudrat, and Kutlimuratov, Alpamis. “MULTIMODAL RECOMMENDATION SYSTEMS: ENHANCING RECOMMENDATION QUALITY THROUGH DATA FUSION.” Innovations in Science and Technologies, 1(1), 91-97, 2024. https://innoist.uz/index.php/ist/article/view/105
ChicagoYuldashov, Qudrat, and Kutlimuratov, Alpamis. “MULTIMODAL RECOMMENDATION SYSTEMS: ENHANCING RECOMMENDATION QUALITY THROUGH DATA FUSION.” Innovations in Science and Technologies, 1(1), 91-97 (2024). https://innoist.uz/index.php/ist/article/view/105
HarvardYuldashov, Qudrat, and Kutlimuratov, Alpamis (2024) ‘MULTIMODAL RECOMMENDATION SYSTEMS: ENHANCING RECOMMENDATION QUALITY THROUGH DATA FUSION’, Innovations in Science and Technologies, 1(1), 91-97. https://innoist.uz/index.php/ist/article/view/105
BibTeX
@article{yuldashovqudrat2024,
  title = {MULTIMODAL RECOMMENDATION SYSTEMS: ENHANCING RECOMMENDATION QUALITY THROUGH DATA FUSION},
  author = {Yuldashov, Qudrat and Kutlimuratov, Alpamis},
  journal = {Innovations in Science and Technologies},
  year = {2024},
  volume = {1},
  number = {1},
  pages = {91-97},
  url = {https://innoist.uz/index.php/ist/article/view/105}
}

Boshqa maqola uchun iqtibos tayyorlash

Innovations in Science and Technologies jurnalidan boshqa maqolalar

Innovations in Science and Technologies — barcha maqolalar · 2024-yil arxivi

Iqtisodiyot sohasidagi boshqa maqolalar

Iqtisodiyot sohasidagi OAK jurnallari