A federated collaborative recommendation model for privacy-preserving distributed recommender applications based on microservice framework

• Published in: Journal of parallel and distributed computing Vol. 174; pp. 70 - 80
• Main Authors: Lin, Wenmin, Leng, Hui, Dou, Ruihan, Qi, Lianyong, Pan, Zhigeng, Arafatur Rahman, Md
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.04.2023
• Subjects: Distributed recommender system; Federated collaborative recommendation model; Microservice framework; Privacy preservation; Microservice framework; Privacy preservation; Distributed recommender system; Federated collaborative recommendation model

The wide adoption of IoT technologies has accelerated the accumulation of big data. Recommender systems (RS) is one of the most effective methods to extract user interested items from the huge volume of big data. However, implementing a recommender system over the distributed error-prone IoT devices...