Research and implementation of a personalized recommendation system

被引：0
作者：
Dong, Li [1 ]
Nie, Yu
Xing, Chunxiao
Wang, Kehong
机构：
[1] Tsinghua Univ, Dept Comp Sci & Technol, Beijing 100084, Peoples R China
[2] Tsinghua Univ, Syst Div Lib, Beijing 100084, Peoples R China
[3] SINA Corp, Beijing 100084, Peoples R China
[4] Tsinghua Univ, Res Inst Informat Technol, Beijing 100084, Peoples R China
来源：
DIGITAL LIBRARIES: ACHIEVEMENTS, CHALLENGES AND OPPORTUNITIES, PROCEEDINGS | 2006年 / 4312卷
关键词：
personalized recommendation; algorithm evaluation;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Personalized Recommendation System is a necessary part of Personalized Information Service System. In this paper, a personalized recommendation system is implemented and tested with actual website access data. According to the test result analysis, we present some new methods to improve the recommendation effectiveness.
引用
收藏
页码：183 / 191
页数：9
相关论文
共 50 条
[41]   Research on Intelligent Detection System for Information Abnormal Defect Based on Personalized Recommendation of E-Book [J].
Lu, Kong .
CYBER SECURITY INTELLIGENCE AND ANALYTICS, 2020, 928 :1110-1117
[42]   Web Data Mining-Based Personalized Recommendation System [J].
Xu, Shengjiao ;
Chen, Tinggui .
ADVANCED RESEARCH ON ELECTRONIC COMMERCE, WEB APPLICATION, AND COMMUNICATION, PT 1, 2011, 143 :261-265
[43]   WDTourism: A Personalized Tourism Recommendation System Based on Semantic Web [J].
Dai, Kaiyu ;
Ji, Pengfei ;
Zuo, Xiaorui ;
Dai, Daixin .
ADVANCES AND TRENDS IN ARTIFICIAL INTELLIGENCE: THEORY AND PRACTICES IN ARTIFICIAL INTELLIGENCE, 2022, 13343 :920-934
[44]   The Design and Realization of Personalized E-commerce Recommendation System [J].
Wen, Xiaosen .
PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON SOCIAL SCIENCE AND TECHNOLOGY EDUCATION (ICSSTE 2015), 2015, 18 :292-295
[45]   The Study of Personalized Information Recommendation System Based on Data Mining [J].
Chen Ke ;
Ke Wende ;
Li Sansi .
FOURTH INTERNATIONAL CONFERENCE ON MACHINE VISION (ICMV 2011): COMPUTER VISION AND IMAGE ANALYSIS: PATTERN RECOGNITION AND BASIC TECHNOLOGIES, 2012, 8350
[46]   Personalized Recommendation System Based on Collaborative Filtering for IoT Scenarios [J].
Cui, Zhihua ;
Xu, Xianghua ;
Xue, Fei ;
Cai, Xingjuan ;
Cao, Yang ;
Zhang, Wensheng ;
Chen, Jinjun .
IEEE TRANSACTIONS ON SERVICES COMPUTING, 2020, 13 (04) :685-695
[47]   Learning Management System with Personalized Recommendation Based on Agent BDI [J].
Bing, Wu .
2010 2ND INTERNATIONAL CONFERENCE ON COMPUTER AND AUTOMATION ENGINEERING (ICCAE 2010), VOL 2, 2010, :386-392
[48]   Towards a Personalized Movie Recommendation System: A Deep Learning Approach [J].
Qin, Zhongtai ;
Zhang, Mingjun .
PROCEEDINGS OF 2021 2ND INTERNATIONAL CONFERENCE ON ARTIFICIAL INTELLIGENCE AND INFORMATION SYSTEMS (ICAIIS '21), 2021,
[49]   Personalized recommendation system K- neighbor algorithm optimization [J].
Wang, Hua-Ming ;
Yu, Ge .
PROCEEDINGS OF THE 1ST INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGIES IN EDUCATION AND LEARNING, 2016, 32
[50]   Application of AI technology in personalized recommendation system for financial services [J].
Yue X. .
Applied Mathematics and Nonlinear Sciences, 2024, 9 (01)
12345