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
  • [21] Personalized information recommendation system by using improved adaptive filtering algorithm
    Bo, Yu
    Luo, Qi
    2007 INTERNATIONAL CONFERENCE ON INTELLIGENT PERVASIVE COMPUTING, PROCEEDINGS, 2007, : 491 - +
  • [22] Research on personalized community E-learning recommendation service system by using improved adaptive filtering algorithm
    Qi Luo
    Pan Zhigeng
    TECHNOLOGIES FOR E-LEARNING AND DIGITAL ENTERTAINMENT, PROCEEDINGS, 2007, 4469 : 539 - +
  • [23] Research on Hybrid Recommendation Model for Personalized Recommendation Scenarios
    Ni, Wenkai
    Du, Yanhui
    Ma, Xingbang
    Lv, Haibin
    APPLIED SCIENCES-BASEL, 2023, 13 (13):
  • [24] Research on Personalized Courseware Recommendation System of Rural Distance Learning Based on Combination Recommendation Technology
    Guo, Jianxin
    Zhao, Jichun
    MECHATRONICS, ROBOTICS AND AUTOMATION, PTS 1-3, 2013, 373-375 : 1652 - 1660
  • [25] The Research of Video Resource Personalized Recommendation System Based on Education Website
    Liang, Ying
    Chen, Hanrong
    2014 PROCEEDINGS OF THE 9TH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE & EDUCATION (ICCSE 2014), 2014, : 898 - 902
  • [26] Research on Personalized Recommendation System Based on Big Data Mining Technology
    Li, Hongwei
    2020 5TH INTERNATIONAL CONFERENCE ON MECHANICAL, CONTROL AND COMPUTER ENGINEERING (ICMCCE 2020), 2020, : 199 - 202
  • [27] Research on the Model of Integration with Semantic Web and Agent Personalized Recommendation System
    Sui, Xin
    Wang, Suozhu
    Li, Zhaowei
    2009 13TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN, 2009, : 233 - 237
  • [28] Research of Personalized Recommendation System Model Based-on Social Tags
    Wang Yi
    Zhu Weidong
    INFORMATION, COMMUNICATION AND EDUCATION APPLICATION, VOL 12, 2013, 12 : 84 - 89
  • [29] Research on personalized recommendation system of family textile products based on ART
    Hua Q.
    Advances in Information Sciences and Service Sciences, 2011, 3 (10): : 469 - 476
  • [30] RESEARCH ON PERSONALIZED LEARNING RECOMMENDATION SYSTEM BASED ON MACHINE LEARNING ALGORITHM
    Li, Siqi
    Li, Deming
    SCALABLE COMPUTING-PRACTICE AND EXPERIENCE, 2025, 26 (01): : 432 - 440
12345