The literature review of personalized recommendation

被引:0
|
作者
Liu, B. Q. [1 ]
Li, Y. Q. [1 ]
Qi, J. Y. [1 ]
Shu, H. Y. [1 ]
机构
[1] Beijing Univ Posts & Telecommun, Sch Econ & Management, Beijing 100088, Peoples R China
关键词
recommendation system; enterprise information systems; ontology; web ontology language; literature review;
D O I
暂无
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
After analyzing the literature of personalized recommendation, we propose a "six steps process" of this domain. Based on the framework of "six steps process", we abstract the research methods, problems and solutions of every step, and further more, we analyze literatures of this domain by using descriptive statistics analyzing through the perspective of the abstracted results above. By the work of this paper, we wish to describe a full view of this domain, and provide some helps for later researches.
引用
收藏
页码:341 / 348
页数:8
相关论文
共 50 条
  • [41] Taxonomy Discovery for Personalized Recommendation
    Zhang, Yuchen
    Ahmed, Amr
    Josifovski, Vanja
    Smola, Alexander
    WSDM'14: PROCEEDINGS OF THE 7TH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING, 2014, : 243 - 252
  • [42] A Survey of Personalized News Recommendation
    Xiangfu Meng
    Hongjin Huo
    Xiaoyan Zhang
    Wanchun Wang
    Jinxia Zhu
    Data Science and Engineering, 2023, 8 : 396 - 416
  • [43] Personalized project recommendation on GitHub
    Xiaobing Sun
    Wenyuan Xu
    Xin Xia
    Xiang Chen
    Bin Li
    Science China Information Sciences, 2018, 61
  • [44] Personalized Bundle List Recommendation
    Bai, Jinze
    Zhou, Chang
    Song, Junshuai
    Qu, Xiaoru
    An, Weiting
    Li, Zhao
    Gao, Jun
    WEB CONFERENCE 2019: PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE (WWW 2019), 2019, : 60 - 71
  • [45] A Personalized Framework for HealthCare Recommendation
    Ahire, Shreya B.
    Khanuja, Harmeet Kaur
    1ST INTERNATIONAL CONFERENCE ON COMPUTING COMMUNICATION CONTROL AND AUTOMATION ICCUBEA 2015, 2015, : 442 - 445
  • [46] Personalized recommendation of TV programs
    Ardissono, L
    Gena, C
    Torasso, P
    Bellifemine, F
    Chiarotto, A
    Difino, A
    Negro, B
    AI(ASTERISK)IA 2003: ADVANCES IN ARTIFICIAL INTELLIGENCE, PROCEEDINGS, 2003, 2829 : 474 - 486
  • [47] Adversarial Personalized Ranking for Recommendation
    He, Xiangnan
    He, Zhankui
    Du, Xiaoyu
    Chua, Tat-Seng
    ACM/SIGIR PROCEEDINGS 2018, 2018, : 355 - 364
  • [48] Personalized Microtopic Recommendation on Microblogs
    Li, Yang
    Jiang, Jing
    Liu, Ting
    Qiu, Minghui
    Sun, Xiaofei
    ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2017, 8 (06)
  • [49] Personalized Prompt for Sequential Recommendation
    Wu, Yiqing
    Xie, Ruobing
    Zhu, Yongchun
    Zhuang, Fuzhen
    Zhang, Xu
    Lin, Leyu
    He, Qing
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2024, 36 (07) : 3376 - 3389
  • [50] Hyperbolic Personalized Tag Recommendation
    Zhao, Weibin
    Zhang, Aoran
    Shang, Lin
    Yu, Yonghong
    Zhang, Li
    Wang, Can
    Chen, Jiajun
    Yin, Hongzhi
    DATABASE SYSTEMS FOR ADVANCED APPLICATIONS, DASFAA 2022, PT II, 2022, : 216 - 231