DEVELOPING INNOVATIVE RECOMMENDATION AND PERSONALIZATION ENGINES TO IMPROVE USER EXPERIENCE ON THE TRADING PLATFORM
Journal Title: Research Focus International Scientific Journal - Year 2023, Vol 2, Issue 9
Abstract
This article explores the development of innovative recommendation and personalization mechanisms to enhance the user experience in a shopping platform. The implementation of effective recommendation engines and personalization techniques in online shopping can significantly improve customer engagement, satisfaction, and conversion rates. The article investigates various algorithms and methods used to develop recommendation engines, including collaborative filtering, content-based filtering, and hybrid approaches. It also delves into personalization techniques such as user profiling, preference analysis, and contextual recommendations. Furthermore, the article discusses the integration of recommendation engines and personalization mechanisms into shopping platforms, considering scalability and real-time recommendations. Evaluation metrics and success indicators are proposed to measure the impact of these mechanisms on user experience and business outcomes. The article concludes by presenting case studies and practical approaches that highlight successful implementations of recommendation and personalization in shopping platforms.
Authors and Affiliations
Tashmukhamedova Gulchekhra Takhirovna, Saidov Arslon Davron o’g’li, Davronov Murodjon Shuxrat O‘g‘li
THE ROLE OF QUALITY-MAKING WEIGHTS IN THE WORK âMEHROBDAN CHAYONâ
In the lexicon of the Uzbek language, all-Arabic words form the majority. Especially in the lexicon, the amount of words belonging to the noun phrase category is high. They have their own semantic features. Arabic words...
МОРФОМЕТРИЧЕСКАЯ КЛАССИФИКАЦИЯ ОТДЕЛОВ НЕФРОНА КРЫС И ОПРЕДЕЛЕНИЕ ИЗМЕНЕНИЙ ЭФФЕКТА ПОЛИПРАГМАЗИИ ПРОТИВОВОСПАЛИТЕЛЬНЫХ ПРЕПАРАТОВ.
В эксперименте на крысах проведено сопоставление морфологических изменений частей нефрона почек крыс в норме и при полипрагмазии противовоспалительными препаратами. Установлено, что после полипрагмазии противовоспалител...
YUNON-RUM KURASHCHILARINI MASHG’ULOT YUKLAMALARINI NAZORAT QILISH METODIKASI
Ushbu maqolada yunon-rim kurashida yo’nalishi ixtisoslashtirilgan, murakkabligi turlicha bo’lgan nagruzkalar mazmuni va dinamikasini hisobga olgan holda mashg’ulot yuklamalarini ikki oylik rejalashtirish uslubiyatini is...
ÐÐÐÐÐ ÐТÐÐ ÐÐЯ ÐÐÐÐÐÐСТÐÐРТУÐÐÐ ÐУÐÐÐÐ
ТÑбеÑкÑлез ÑвлÑеÑÑÑ Ð¾Ð´Ð½Ð¾Ð¹ из дÑевнейÑÐ¸Ñ Ð¸Ð½ÑекÑионнÑÑ Ð±Ð¾Ð»ÐµÐ·Ð½ÐµÐ¹ и пÑÐ¾Ð´Ð¾Ð»Ð¶Ð°ÐµÑ Ð¿ÑедÑÑавлÑÑÑ ÑеÑÑезнÑÑ ÑгÑÐ¾Ð·Ñ Ð´Ð»Ñ Ð·Ð´Ð¾ÑовÑÑ...
ÐÐТÐÐÐÐÐÐÐ ÐÐСÐТÐСÐÐРШÐÐÐÐÐÐÐÐÐÐÐÐ ÐÐТÐÐÐÐÐÐ ÐÐÐÐÐÐЯ
ÐаÒолада 20-аÑÑ ÑилÑÑноÑлиги Ñилнинг бевоÑиÑа ҳаÑÐ°ÐºÐ°Ñ Ð±Ð¸ÑликлаÑи ва ÑлаÑнинг ÑзгаÑиÑлаÑини ÑÑгана боÑлаганлиги, бÑндай...