Concepedia

Multi-objective Personalization

Multi-Objective Personalization is a personalization framework that simultaneously optimizes multiple, potentially conflicting user or system objectives—such as relevance, diversity, fairness, and privacy—within web-based adaptive systems, distinguishing itself from single-objective approaches by integrating trade-off-aware decision-making mechanisms.

14

Publications

420

Citations

56

Authors

23

Institutions

Publications per year

2017–2026

12

Parents

Publications

14

Artificial intelligence in constructing personalized and accurate feedback systems for students

Wenzhong Xu, Jun Meng, S. Kanaga Suba Raja et al. · Advances in Complex Systems · 2021 · 59 citations

, , +17

Toward personalized decision making for autonomous vehicles: A constrained multi-objective reinforcement learning technique

Xiangkun He, Chen Lv · Transportation Research Part C Emerging Technologies · 2023 · 57 citations

, , +16

A two-stage personalized recommendation based on multi-objective teaching–learning-based optimization with decomposition

Feng Zou, Debao Chen, Qingzheng Xu et al. · Neurocomputing · 2021 · 47 citations

, , +13

A two-step personalized location recommendation based on multi-objective immune algorithm

Bingrui Geng, Licheng Jiao, Maoguo Gong et al. · Information Sciences · 2018 · 37 citations

, , +12

Multiobjective Personalized Recommendation Algorithm Using Extreme Point Guided Evolutionary Computation

Qiuzhen Lin, Xiaozhou Wang, Bishan Hu et al. · Complexity · 2018 · 36 citations · Full text

, , +11

1–5 of 14

Authors

56

  1. RA
    Rawan Alkurd

    Carleton University, Canada

    2 publications · 57 citations

    2

    h-index

  2. HY
    Halim Yanıkömeroğlu

    Carleton University, Canada

    2 publications · 57 citations

    2

    h-index

  3. IA
    Ibrahim Abualhaol

    Carleton University, Canada

    2 publications · 57 citations

    2

    h-index

  4. QX
    Qingzheng Xu

    Xi'an University of Technology, China

    1 publications · 47 citations

    1

    h-index

  5. SC
    Saliha Chellak

    Cadi Ayyad University, Morocco

    1 publications · 15 citations

    1

    h-index

1–5 of 56

Institutions

23

  1. Carleton University

    Ottawa, Canada

    2 h-index

    6 publications

    171 citations

  2. Middle East Technical University

    Ankara, Türkiye

    1 h-index

    2 publications

    28 citations

  3. University of Colorado Boulder

    Boulder, United States

    1 h-index

    1 publications

    13 citations

  4. Tencent (China)

    Shenzhen, China

    1 h-index

    6 publications

    204 citations

  5. Nanyang Technological University

    Singapore, Singapore

    1 h-index

    2 publications

    114 citations

  6. Cadi Ayyad University

    Marrakesh, Morocco

    1 h-index

    3 publications

    45 citations

  7. Xidian University

    Xi'an, China

    1 h-index

    5 publications

    185 citations

  8. Dalian University of Technology

    Dalian, China

    1 h-index

    1 publications

    17 citations

1–8 of 23

Venues

  1. IEEE Access

    2 publications · 43 citations

    2

    h-index

  2. Neurocomputing

    1 publications · 47 citations

    1

    h-index

  3. 1

    h-index

  4. Mathematics

    1 publications · 15 citations

    1

    h-index

  5. Complexity

    1 publications · 36 citations

    1

    h-index

1–5