A Framework Analysis of Personalized Recommendation System with Media Tags

被引:0
作者
Liu, Shan [1 ]
Dong, Yao [1 ]
Chai, Jianping [1 ]
机构
[1] Commun Univ China, Sch Informat Engn, Beijing, Peoples R China
来源
PROCEEDINGS OF 2017 3RD IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC) | 2017年
关键词
media resource; system dynamics; personalized recommendation;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
On the basis of the research on the recommendation of media information resources based on tags, this paper uses the theories of system dynamics and data mining, to study the formation mechanism and influencing factors of recommendation system of media information resources, and to construct the system dynamics model of dynamic media recommendation system based on tags. Moreover, Vensim PLE software is used to simulate and test the model, which further gives insights about how user's adoption situation, density and centrality affect the media recommendation system.
引用
收藏
页码:2629 / 2632
页数:4
相关论文
共 8 条
[1]   Toward the next generation of recommender systems: A survey of the state-of-the-art and possible extensions [J].
Adomavicius, G ;
Tuzhilin, A .
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2005, 17 (06) :734-749
[2]   Hybrid genetic algorithm and fuzzy clustering for bankruptcy prediction [J].
Chou, Chih-Hsun ;
Hsieh, Su-Chen ;
Qiu, Chui-Jie .
APPLIED SOFT COMPUTING, 2017, 56 :298-316
[3]  
Ha SH, 2002, IEEE INTELL SYST, V17, P34, DOI 10.1109/MIS.2002.1134360
[4]  
Li G, 2012, B CHINESE ACAD SCI
[5]   Using the stability of objects to determine the number of clusters in datasets [J].
Lord, Etienne ;
Willems, Matthieu ;
Lapointe, Francois-Joseph ;
Makarenkov, Vladimir .
INFORMATION SCIENCES, 2017, 393 :29-46
[6]   Mobile recommender systems and their applications [J].
Meng, X.-W. (mengxw@bupt.edu.cn), 1600, Chinese Academy of Sciences (24) :91-108
[7]   Recommender systems [J].
Resnick, P ;
Varian, HR .
COMMUNICATIONS OF THE ACM, 1997, 40 (03) :56-58
[8]  
Zhao W., 2012, CAAI T INTELLIGENT S, P1