Title :
Research on the cloud computing oriented recommender system model for mobile commence
Author :
Zhang, Yaming ; Liu, Haiou ; Li, Shiyong
Author_Institution :
Sch. of Econ. & Manage., Yanshan Univ., Qinhuangdao, China
Abstract :
Based on analyzing large amount of literatures of the recommender system for mobile commence both home and abroad, this paper summarized its existing problems such as high-dimensional sparse data, centralized management, poor scalability and robust of the recommender system. Then, this paper designed a cloud computing oriented recommender system for mobile commence and presented a novel distributed recommender algorithm based on cloud computing to address the current problems for sake of broader development space and more accurate decision support.
Keywords :
cloud computing; mobile computing; recommender systems; centralized management; cloud computing oriented recommender system model; distributed recommender algorithm; high-dimensional sparse data; mobile commence; Business; Cloud computing; Clustering algorithms; Mobile communication; Recommender systems; Scalability; Servers; Cloud Computing; Mobile Commence; Recommender Algorithm; Recommender System;
Conference_Titel :
Artificial Intelligence, Management Science and Electronic Commerce (AIMSEC), 2011 2nd International Conference on
Conference_Location :
Deng Leng
Print_ISBN :
978-1-4577-0535-9
DOI :
10.1109/AIMSEC.2011.6010794