Group Recommender Systems in the Music Domain: A Systematic Literature Review

被引:1
|
作者
Valera, Adrian [1 ]
Lozano Murciego, Alvaro [1 ]
Moreno-Garcia, Maria N. [1 ]
机构
[1] Univ Salamanca, Plaza Caidos S-N, Salamanca 37008, Spain
来源
NEW TRENDS IN DISRUPTIVE TECHNOLOGIES, TECH ETHICS AND ARTIFICIAL INTELLIGENCE: THE DITTET COLLECTION | 2022年 / 1410卷
关键词
Group recommender systems; Music recommendation; Slr; Systematic literature review;
D O I
10.1007/978-3-030-87687-6_28
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Nowadays music for groups is consumed in both virtual and physical environments. Recommender systems focused on this domain have mostly focused on individual recommendation, although there are also approaches for group recommendation. Considering that no systematic literature review (SLR) of existing works on this topic has been performed, this research is necessary to know how data and groups are handled, what algorithms are used and how these systems are evaluated. In this paper we present a SLR for the literature related to this issue between the years 2010-2021.
引用
收藏
页码:296 / 307
页数:12
相关论文
共 50 条
  • [1] Context-Aware Recommender Systems in the Music Domain: A Systematic Literature Review
    Lozano Murciego, Alvaro
    Jimenez-Bravo, Diego M.
    Valera Roman, Adrian
    De Paz Santana, Juan F.
    Moreno-Garcia, Maria N.
    ELECTRONICS, 2021, 10 (13)
  • [2] Cross Domain Recommender Systems: A Systematic Literature Review
    Khan, Muhammad Murad
    Ibrahim, Roliana
    Ghani, Imran
    ACM COMPUTING SURVEYS, 2017, 50 (03)
  • [3] A literature review of recommender systems in the television domain
    Veras, Douglas
    Prota, Thiago
    Bispo, Alysson
    Prudencio, Ricardo
    Ferraz, Carlos
    EXPERT SYSTEMS WITH APPLICATIONS, 2015, 42 (22) : 9046 - 9076
  • [4] A systematic literature review of multicriteria recommender systems
    Monti, Diego
    Rizzo, Giuseppe
    Morisio, Maurizio
    ARTIFICIAL INTELLIGENCE REVIEW, 2021, 54 (01) : 427 - 468
  • [5] Medical Recommender Systems: a Systematic Literature Review
    Claderon-Blas, Javier A.
    Angelica Cerdan, Maria
    Sanchez-Garcia, Angel J.
    Domingue-Isidro, Saul
    2023 MEXICAN INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE, ENC, 2024,
  • [6] A Systematic Literature Review on Health Recommender Systems
    Sezgin, Emre
    Ozkan, Sevgi
    2013 E-HEALTH AND BIOENGINEERING CONFERENCE (EHB), 2013,
  • [7] A Systematic Literature Review of Food Recommender Systems
    Mahajan P.
    Kaur P.D.
    SN Computer Science, 5 (1)
  • [8] Serendipity in Recommender Systems: A Systematic Literature Review
    Ziarani, Reza Jafari
    Ravanmehr, Reza
    JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2021, 36 (02) : 375 - 396
  • [9] Hybrid recommender systems: A systematic literature review
    Cano, Erion
    Morisio, Maurizio
    INTELLIGENT DATA ANALYSIS, 2017, 21 (06) : 1487 - 1524
  • [10] A systematic literature review of multicriteria recommender systems
    Diego Monti
    Giuseppe Rizzo
    Maurizio Morisio
    Artificial Intelligence Review, 2021, 54 : 427 - 468