Study on Recommender System using Fuzzy Logic

被引:0
|
作者
Yadav, Dinesh Kumar [1 ]
Katarya, Rahul [1 ]
机构
[1] DTU, Dept Informat Technol, Delhi, India
关键词
Fuzzy logic; Recommender System;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Recommender System is a software tool that provides valuable guidance for item or service selected by the user. With the rapid growth of online sales, a recommender system is frequently used for commercial and research purpose. In the traditional approach, a recommendation for an item can be interested or non-interested. So, the concept of fuzzy logic simulates flexible inference of human behavior. This paper presents a review of the recommender system using fuzzy logic.
引用
收藏
页码:50 / 54
页数:5
相关论文
共 50 条
  • [1] GimmeHop: A recommender system for mobile devices using ontology reasoners and fuzzy logic
    Huitzil, Ignacio
    Alegre, Fernando
    Bobillo, Fernando
    [J]. FUZZY SETS AND SYSTEMS, 2020, 401 (401) : 55 - 77
  • [2] Fuzzy logic methods in recommender systems
    Yager, RR
    [J]. FUZZY SETS AND SYSTEMS, 2003, 136 (02) : 133 - 149
  • [3] Intelligent Fashion Recommender System: Fuzzy Logic in Personalized Garment Design
    Wang, L. C.
    Zeng, X. Y.
    Koehl, L.
    Chen, Y.
    [J]. IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS, 2015, 45 (01) : 95 - 109
  • [4] AN APPROACH FOR NATURAL NOISE MANAGEMENT IN RECOMMENDER SYSTEMS USING FUZZY LOGIC
    Yera, Raciel
    Castro, Jorge
    Martinez, Luis
    [J]. UNCERTAINTY MODELLING IN KNOWLEDGE ENGINEERING AND DECISION MAKING, 2016, 10 : 99 - 104
  • [5] A conversational recommender system for diagnosis using fuzzy rules
    Cordero, P.
    Enciso, M.
    Lopez, D.
    Mora, A.
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2020, 154
  • [6] Temporal database queries for recommender system using temporal logic
    Linn, Zar Zar
    Hla, Khin Haymar Saw
    [J]. 2006 IEEE INTERNATIONAL SYMPOSIUM ON MICRO-NANOMECHATRONICS AND HUMAN SCIENCE, 2006, : 396 - +
  • [7] A hybrid recommender system for an online store using a fuzzy expert system
    Walek, Bogdan
    Fajmon, Petr
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2023, 212
  • [8] A Development of Fuzzy Logic Expert-Based Recommender System for Improving Students' Employability
    Casuat, Cherry D.
    Isira, Ahmad Sadhiqin Mohd
    Festijo, Enrique D.
    Alon, Alvin Sarraga
    Mindoro, Jennalyn N.
    Susa, Julie Ann B.
    [J]. 2020 11TH IEEE CONTROL AND SYSTEM GRADUATE RESEARCH COLLOQUIUM (ICSGRC), 2020, : 59 - 62
  • [9] A Fuzzy Recommender System for eElections
    Teran, Luis
    Meier, Andreas
    [J]. ELECTRONIC GOVERNMENT AND THE INFORMATION SYSTEMS PERSPECTIVE, 2010, 6267 : 62 - 76
  • [10] A fuzzy hybrid recommender system
    Vashisth, Pooja
    Khurana, Purnima
    Bedi, Punam
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 32 (06) : 3945 - 3960