An Improved Personalized Recommendation System Research

被引：0
|
作者：
Li, Xingyuan [1 ]
Li, Qingshui [2 ]
机构：
[1] Ningbo Dahongying Univ, Informat Engn Coll, Ningbo, Zhejiang, Peoples R China
[2] Zhejiang Univ Technol, Comp Sci & Technol Coll, Hangzhou, Zhejiang, Peoples R China
来源：
PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION APPLICATIONS (ICCIA 2012) | 2012年
关键词：
Personalized recommendation; association rules; Collaborative filtering recommendation; styling; Project Score;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
In order to find information of interest and found valuable information resources in enrich Internet data. This paper describes a personalized recommendation system, personalized recommendation system is an intelligent recommendation system to help e-commerce site for customers to provide complete personalized shopping decision support and information services. for the User Rating data extreme sparseness, This paper presents nearest neighbor collaborative filtering algorithm based on project score predicted, experiments show that this method can improve the quality of recommendation system.
引用
收藏
页码：13 / 16
页数：4
相关论文
共 50 条
  • [41] Research of Personalized News Recommendation System Based on Hybrid Collaborative Filtering Algorithm
    Liu, Shan
    Dong, Yao
    Chai, Jianping
    2016 2ND IEEE INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATIONS (ICCC), 2016, : 865 - 869
  • [42] Personalized Recommendation System for Offline Shopping
    Li, Pengbo
    Zhang, Guisong
    Chao, Li
    Xie, Zhifeng
    2018 INTERNATIONAL CONFERENCE ON AUDIO, LANGUAGE AND IMAGE PROCESSING (ICALIP), 2018, : 445 - 449
  • [43] Research of Trust Model Personalized Dynamic Recommendation System Based on Auction Mechanism
    Lv, ShanGuo
    Chen, HongLi
    2014 NINTH INTERNATIONAL CONFERENCE ON P2P, PARALLEL, GRID, CLOUD AND INTERNET COMPUTING (3PGCIC), 2014, : 390 - 393
  • [44] Personalized Location aware Recommendation System
    Veningston, K.
    Shanmugalakshmi, R.
    ICACCS 2015 PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ADVANCED COMPUTING & COMMUNICATION SYSTEMS, 2015,
  • [45] AIMED - A personalized TV recommendation system
    Hsu, Shang H.
    Wen, Ming-Hui
    Lin, Hsin-Chieh
    Lee, Chun-Chia
    Lee, Chia-Hoang
    INTERACTIVE TV: A SHARED EXPERIENCE, PROCEEDING, 2007, 4471 : 166 - +
  • [46] Personalized Sightseeing Tours Recommendation System
    Almeida, Ana
    WMSCI 2008: 12TH WORLD MULTI-CONFERENCE ON SYSTEMICS, CYBERNETICS AND INFORMATICS, VOL IV, PROCEEDINGS, 2008, : 196 - 199
  • [47] Research on customization and recommendation based personalized information services system for mobile learning
    Zhang, Yongmei
    Zhuang, Kejun
    PROCEEDINGS OF THE 2013 INTERNATIONAL CONFERENCE ON INFORMATION, BUSINESS AND EDUCATION TECHNOLOGY (ICIBET 2013), 2013, 26 : 1160 - 1163
  • [48] Research and design of personalized recommendation system based on J2ME
    Bing, Chen
    ICNC 2007: Third International Conference on Natural Computation, Vol 5, Proceedings, 2007, : 796 - 800
  • [49] Personalized Recommendation System Based on WSN
    Zhang, Zhijun
    Xu, Gongwen
    Zhang, Pengfei
    Wang, Yongkang
    INTERNATIONAL JOURNAL OF ONLINE ENGINEERING, 2016, 12 (10) : 91 - 96
  • [50] Personalized Recommendation System on Hadoop and HBase
    Zhang, Shufen
    Dong, Yanyan
    Chen, Xuebin
    Wang, Shi
    BIG DATA TECHNOLOGY AND APPLICATIONS, 2016, 590 : 34 - 45
12345