Concepedia

Multi-objective Recommendation

Multi-Objective Recommendation is a recommendation framework that, as a singular methodological approach, integrates and optimizes multiple competing objectives—such as accuracy, diversity, fairness, novelty, and coverage—by explicitly modeling trade-offs among them, thereby distinguishing it from single-object wan or sequentially addressed multi-goal recommendation strategies.

85

Publications

4.5K

Citations

419

Authors

155

Institutions

Publications per year

2017–2026

67

Parents

Publications

85

Recommending what video to watch next

Zhe Zhao, Lichan Hong, Wei Li et al. · 2019 · 309 citations

, , +15

Diversified Personalized Recommendation Optimization Based on Mobile Data

Bin Cao, Jianwei Zhao, Zhihan Lv et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 161 citations

, , +11

Accurate multi-criteria decision making methodology for recommending machine learning algorithm

Rahman Ali, Sungyoung Lee, Tae Choong Chung · Expert Systems with Applications · 2016 · 151 citations

, , +14

A pareto-efficient algorithm for multiple objective optimization in e-commerce recommendation

Hongjie Chen, Changhua Pei, Fei Sun et al. · 2019 · 145 citations

, , +13

A survey of recommender systems with multi-objective optimization

Yong Zheng, David Wang · Neurocomputing · 2021 · 145 citations

, , +13

1–5 of 85

Authors

419

  1. MG
    Maoguo Gong

    Xidian University, China

    6 publications · 457 citations

    6

    h-index

  2. LJ
    Licheng Jiao

    Xidian University, China

    4 publications · 264 citations

    4

    h-index

  3. AL
    Anísio Lacerda

    Universidade Federal de Minas Gerais, Brazil

    4 publications · 309 citations

    4

    h-index

  4. LM
    Lijia Ma

    Xidian University, China

    3 publications · 201 citations

    3

    h-index

  5. JZ
    Jianwei Zhao

    Hebei University of Technology, China

    3 publications · 263 citations

    3

    h-index

1–5 of 419

Institutions

155

  1. Xidian University

    Xi'an, China

    6 h-index

    29 publications

    2.2K citations

  2. Taiyuan University of Science and Technology

    Taiyuan, China

    4 h-index

    14 publications

    1K citations

  3. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    5 publications

    293 citations

  4. Shenzhen University

    Shenzhen, China

    3 h-index

    14 publications

    758 citations

  5. The University of Queensland

    Brisbane, Australia

    3 h-index

    7 publications

    236 citations

  6. Universidade Federal de Minas Gerais

    Belo Horizonte, Brazil

    3 h-index

    12 publications

    1.2K citations

  7. Hebei University of Technology

    Tianjin, China

    3 h-index

    14 publications

    927 citations

  8. University of Pittsburgh

    Pittsburgh, United States

    3 h-index

    3 publications

    131 citations

1–8 of 155

Venues

  1. Information Sciences

    8 publications · 406 citations

    8

    h-index

  2. Expert Systems with Applications

    7 publications · 507 citations

    7

    h-index

  3. Neurocomputing

    4 publications · 268 citations

    4

    h-index

  4. Knowledge-Based Systems

    3 publications · 205 citations

    3

    h-index

  5. IEEE Access

    3 publications · 84 citations

    3

    h-index

1–5