A Survey of Context-Aware Recommender System and Services

被引:0
|
作者
Ashley-Dejo, Ebunoluwa [1 ]
Ngwira, Seleman [1 ]
Zuva, Tranos [1 ]
机构
[1] Tshwane Univ Technol, Dept Comp Syst Engn, Pretoria, South Africa
关键词
Recommender System; Context; Context-aware Recommender systems;
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
The advancement of the Internet, mobile and wireless technologies have produced a rapid change of information in terms of volume and accessibility. The enormous volume of information can be devastating especially to mobile users exceeding human ability to differentiate information which is relevant and that which is irrelevant. For many yzears now, recommender system have become well-known, and have been studied in various domains such as e-learning, online shopping, tourism to help overcome information overload. Recommendations are produced based on users who have interests in a particular thing or item. This recommendation process was further enhanced by incorporating context such as time, weather, and location to make recommendations more accurate and efficient. However, these systems have introduced context-aware recommender systems. This paper presents a survey of Context-aware recommender systems, the background and algorithms of Context-aware Recommender System, and also discusses the open issues of context-aware recommender systems.
引用
收藏
页数:6
相关论文
共 50 条
  • [21] A Context-Aware Recommender System with a Cognition Inspired Model
    Zhao, Liangliang
    Huang, Jiajin
    Zhong, Ning
    ROUGH SETS AND KNOWLEDGE TECHNOLOGY, RSKT 2014, 2014, 8818 : 613 - 622
  • [22] Case Base Elicitation for a Context-Aware Recommender System
    Jorro-Aragoneses, Jose Luis
    Jimenez-Diaz, Guillermo
    Antonio Recio-Garcia, Juan
    Diaz-Agudo, Belen
    CASE-BASED REASONING RESEARCH AND DEVELOPMENT, ICCBR 2018, 2018, 11156 : 170 - 185
  • [23] Graph convolution machine for context-aware recommender system
    Jiancan WU
    Xiangnan HE
    Xiang WANG
    Qifan WANG
    Weijian CHEN
    Jianxun LIAN
    Xing XIE
    Frontiers of Computer Science, 2022, 16 (06) : 82 - 93
  • [24] Context-aware Ontological Hybrid Recommender System For IPTV
    Khan, Mohammad Wahiduzzaman
    Chan, Gaik-Yee
    Chun, Fang-Fang
    Haw, Su-Cheng
    Hassan, Muhsin
    Saaid, Fatimah Almah
    2018 6TH INTERNATIONAL CONFERENCE ON INFORMATION AND COMMUNICATION TECHNOLOGY (ICOICT), 2018, : 152 - 157
  • [25] Context-aware recommender system using trust network
    Zeyneb El Yebdri
    Sidi Mohammed Benslimane
    Fedoua Lahfa
    Mahmoud Barhamgi
    Djamal Benslimane
    Computing, 2021, 103 : 1919 - 1937
  • [26] Graph convolution machine for context-aware recommender system
    Wu, Jiancan
    He, Xiangnan
    Wang, Xiang
    Wang, Qifan
    Chen, Weijian
    Lian, Jianxun
    Xie, Xing
    FRONTIERS OF COMPUTER SCIENCE, 2022, 16 (06)
  • [27] A Context-Aware Personalized Hybrid Book Recommender System
    Arabi, Hossein
    Balakrishnan, Vimala
    Shuib, Nor Liyana Mohd
    JOURNAL OF WEB ENGINEERING, 2020, 19 (3-4): : 405 - 427
  • [28] Graph convolution machine for context-aware recommender system
    Jiancan Wu
    Xiangnan He
    Xiang Wang
    Qifan Wang
    Weijian Chen
    Jianxun Lian
    Xing Xie
    Frontiers of Computer Science, 2022, 16
  • [29] A Context-Aware, Psychotherapeutic Music Recommender System for Commuters
    Mahmud, Umar
    Hussain, Shariq
    Shahzad, Komal
    Iffet, Shazia
    Malik, Nazir Ahmed
    Toure, Ibrahima Kalil
    HUMAN BEHAVIOR AND EMERGING TECHNOLOGIES, 2025, 2025 (01)
  • [30] A Decision Tree Based Context-Aware Recommender System
    Linda, Sonal
    Bharadwaj, K. K.
    INTELLIGENT HUMAN COMPUTER INTERACTION, 2018, 11278 : 293 - 305