Quantum Nearest Neighbor Collaborative Filtering Algorithm for Recommendation System
Jiaye Li,
Jinjing Shi,
Jian Zhang
et al.
Abstract:Recommendation has become especially crucial during the COVID-19 pandemic as a significant number of people rely on online shopping from home. Existing recommendation algorithms, designed to address issues like cold start and data sparsity, often overlook the time constraints of users. Specifically, users expect to receive recommendations for products of interest in the shortest possible time. To address this challenge, we propose a novel collaborative filtering recommendation algorithm that leverages the adva… Show more
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