Parallel Collaborative Filtering Recommendation Algorithm based on Cloud Computing
Guohua Zhang, Feng Bao, Sheng Bai · International Journal of Grid and Distributed Computing · 2016
The paper Proposed Item parallel collaborative filtering recommendation algorithm (IP-CF).Through designing efficient parallel algorithm, compute-extensive procedures are distributed to different processing nodes in Hadoop platform.Taking advantage of parallel computing, we accelerate the response of recommendation.The experimental results show that our proposed algorithm IP-CF is more efficient and scalable than current parallel algorithms.