Personalized Recommendation System Based on WSN

被引:2
|
作者
Zhang, Zhijun [1 ]
Xu, Gongwen [1 ]
Zhang, Pengfei [1 ]
Wang, Yongkang [1 ]
机构
[1] Shandong Jianzhu Univ, Sch Comp Sci & Technol, Jinan, Peoples R China
关键词
Location based Social Network; Ontology; Personalized Recommendation; Wireless Sensor Network;
D O I
10.3991/ijoe.v12i10.6207
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Aiming at the limitation of the traditional user modeling technology in the personalized recommendation system, a new user modeling method based on wireless sensor network and ontology technology is introduced in this paper. In order to retrieve the tourist attractions conforming to the users' needs from a large amount of the tourist information, a personalized recommendation model based on the ontology technology and travel information is designed in this paper. Absorbing the context awareness research achievement, combining with the mobile Internet context sensitive features, the personalized recommendation algorithm based on ontology is discussed. The application research of the ontology technology applying in collaborative filtering recommendation system is analyzed deeply, and then the personalized and visual information push service delivery for users is realized. The experimental results show that the proposed WsnTRS recommendation system has a higher prediction accuracy comparing with the existing similar algorithms.
引用
收藏
页码:91 / 96
页数:6
相关论文
共 50 条
  • [31] DORIS: Personalized course recommendation system based on deep learning
    Ma, Yinping
    Ouyang, Rongbin
    Long, Xinzheng
    Gao, Zhitong
    Lai, Tianping
    Fan, Chun
    PLOS ONE, 2023, 18 (06):
  • [32] UserProfile-Based Personalized Research Paper Recommendation System
    Hong, Kwanghee
    Jeon, Hocheol
    Jeon, Changho
    2012 8TH INTERNATIONAL CONFERENCE ON COMPUTING AND NETWORKING TECHNOLOGY (ICCNT, INC, ICCIS AND ICMIC), 2012, : 134 - 138
  • [33] Recommendation System for Yoga and Raga for Personalized Health based on Constitution
    Patil, Pooja
    Gore, Sonal
    2016 INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION CONTROL AND AUTOMATION (ICCUBEA), 2016,
  • [34] WDTourism: A Personalized Tourism Recommendation System Based on Semantic Web
    Dai, Kaiyu
    Ji, Pengfei
    Zuo, Xiaorui
    Dai, Daixin
    ADVANCES AND TRENDS IN ARTIFICIAL INTELLIGENCE: THEORY AND PRACTICES IN ARTIFICIAL INTELLIGENCE, 2022, 13343 : 920 - 934
  • [35] A Personalized News Recommendation System Based on Tag Dependency Graph
    Ai, Pengqiang
    Xiao, Yingyuan
    Zhu, Ke
    Wang, Hongya
    Hsu, Ching-Hsien
    WEB-AGE INFORMATION MANAGEMENT (WAIM 2015), 2015, 9098 : 584 - 586
  • [36] The Study of Personalized Information Recommendation System Based on Data Mining
    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
  • [37] Music personalized recommendation system based on improved KNN algorithm
    Li, Gang
    Zhang, Jingjing
    PROCEEDINGS OF 2018 IEEE 3RD ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC 2018), 2018, : 777 - 781
  • [38] Location Based Personalized Restaurant Recommendation System for Mobile Environments
    Gupta, Anant
    Singh, Kuldeep
    2013 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2013, : 507 - 511
  • [39] Research of Personalized Recommendation System Based on Learning Demand of Mining
    Wang, Xiaobo
    Zhang, Weicun
    PROCEEDINGS OF THE 2013 ASIA-PACIFIC COMPUTATIONAL INTELLIGENCE AND INFORMATION TECHNOLOGY CONFERENCE, 2013, : 907 - 914
  • [40] A personalized recommendation system based on PRML for E-commerce
    Kim, YJ
    Mun, HJ
    Lee, JY
    Woo, YT
    SOFSEM 2006: THEORY AND PRACTICE OF COMPUTER SCIENCE, PROCEEDINGS, 2006, 3831 : 360 - 369