2 papers
cs.IR2026
ALPBench: A Benchmark for Attribution-level Long-term Personal Behavior Understanding
Lu Ren, Junda She, Xinchen Luo +23
Recent advances in large language models have highlighted their potential for personalized recommendation, where accurately capturing user preferences remains a key challenge. Leve…
cs.IR2025
Local Collaborative Filtering: A Collaborative Filtering Method that Utilizes Local Similarities among Users
Zhaoxin Shen, Dan Wu
To leverage user behavior data from the Internet more effectively in recommender systems, this paper proposes a novel collaborative filtering (CF) method called Local Collaborative…