4 papers
Optimization and Scalability of Collaborative Filtering Algorithms in Large Language Models
Haowei Yang, Longfei Yun, Jinghan Cao +2
With the rapid development of large language models (LLMs) and the growing demand for personalized content, recommendation systems have become critical in enhancing user experience…
Deep Adaptive Interest Network: Personalized Recommendation with Context-Aware Learning
Shuaishuai Huang, Haowei Yang, You Yao +2
In personalized recommendation systems, accurately capturing users' evolving interests and combining them with contextual information is a critical research area. This paper propos…
Multi-modal clothing recommendation model based on large model and VAE enhancement
Bingjie Huang, Qingyi Lu, Shuaishuai Huang +2
Accurately recommending products has long been a subject requiring in-depth research. This study proposes a multimodal paradigm for clothing recommendations. Specifically, it desig…
Analysis and Design of a Personalized Recommendation System Based on a Dynamic User Interest Model
Chunyan Mao, Shuaishuai Huang, Mingxiu Sui +2
With the rapid development of the internet and the explosion of information, providing users with accurate personalized recommendations has become an important research topic. This…