工业工程Issue(4):24-28,34,6.DOI:10.3969/j.issn.1007-7375.2014.04.005
基于协同过滤的大规模定制个性化推荐方法
A Research on Mass Customization Personalized Recommendation Based on Collaborative Filtering
摘要
Abstract
In order to assist and guide customers ’ product customization decision , a collaborative filtering algorithm is introduced into product customization , making product configuration process in mass customi-zation systems more simple and convenient .Combined with the characteristics of mass customization , a new improved mass customization personalized recommendation algorithm is proposed .Then, an example of handset customization is used to simulate and analyze the specific process of recommendation algorithm . The final feasible recommendations of simulation experiment show that the improved algorithm is feasible and effective to solve the problem of personalized recommendation for mass customization .关键词
大规模定制/协同过滤/个性化/推荐算法/决策支持Key words
mass customization/collaborative filtering/personalized/recommendation algorithm/deci-sion support分类
管理科学引用本文复制引用
刘畅,吴清烈..基于协同过滤的大规模定制个性化推荐方法[J].工业工程,2014,(4):24-28,34,6.基金项目
教育部人文社科规划资助项目 ()