SAYOHAT TURIZMIDA BIRGALIKDA FILTRLASHGA ASOSLANGAN TAVSIYA TIZIMLARIDA MATRITSANI FAKTORIZATSIYA QILISH MASALASI
Keywords:
Shaxsga yo’naltirilgan tavsiya tizimlari, matritsa faktorizatsiyasi, birgalikda filtlashAbstract
Dunyo bo‘ylab ijtimoiy tarmoqlar va turuzim munosabatlari jadal rivojlanishi bilan individual sayohatchilarning ehtiyojlariga mos keladigan sayohat marshurtini rejalashtirish, mahsulot va xizmatlarni taklif qilish dolzarb masala bo’lib qolmoqda. Sun’iy intellektga asoslangan shaxsga yo’naltirilgan tavsiya tizimlari yordamida sayohatchilarga mos transport, mahmonxona, turar joy, sayohat obyektlarini tavsiya qilishi mumin. Birgalikda filtrlashga asoslangan tavsiya tizimlari boshqa foydalanuvchilarning tanlovlari reyting ko‘rsatkichlariga ko‘ra foydaliligini aniqlashga asoslangan tavsiya tizimidir. Matritsani faktorizatsiya qilish usuliga asoslangan model yordamida sayohatchilarning yangi sayohat obyektga qo’yiladigan bahosini (“yoqadi” yoki “yoqmaydi”) bashorat qilish orqali tashrif buyurishi mumkun bo’lgan sayohat obyektini tavsiya qiladi.
References
Shardanand U, Maes P (1995) Social information filtering: algorithms for automating ‘word of mouth’. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, 1995, pp 210–217
Sebastiani F (2002) Machine learning in automated text categorization. ACM Comput Surv 34(1):1–47
Balabanović M, Shoham Y (1997) Fab: content-based, collaborative recommendation. Commun ACM 40(3):66–72
Su X, Khoshgoftaar TM (2009) A survey of collaborative filtering techniques. Adv Artif Intell 2009:1–19
Burke R (2002) Hybrid recommender systems: survey and experiments. User Model User-adapt Interact 12(4):331–370
Felfernig A, Burke R (2008) Constraint-based recommender systems: technologies and research issues. In: Proceedings of the 10th International Conference on Electronic Commerce, 2008, p 3
Bakhromov Akmal, Juraeva Nargiza, Nurfayzieva Mokhinur, Oppokkhonov Nurmukhammad, Egamnazarov Khusniddin SUN'IY INTELLEKTNING TURIZM SOHASIDA XIZMAT KO'RSATISH SIFATINI OSHIRISHDAGI O'RNI // Academic research in educational sciences. 2023. №6. URL: https://cyberleninka.ru/article/n/suniy-intellektning-turizm-sohasida-xizmat-korsatish-sifatini-oshirishdagi-orni (дата обращения: 03.06.2024).
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2024 Absalamova G.B., Jumanazarov J.Sh, Absalamova D.B.
This work is licensed under a Creative Commons Attribution 4.0 International License.