DocumentCode
3177797
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
fYear
2011
fDate
8-10 Aug. 2011
Firstpage
5124
Lastpage
5127
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;
fLanguage
English
Publisher
ieee
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
Type
conf
DOI
10.1109/AIMSEC.2011.6010794
Filename
6010794
Link To Document