Concepedia

Machine Learning For Personalization

Machine Learning for Personalization is a computational methodology that employs machine learning algorithms to dynamically model and adapt user-specific preferences, behaviors, and needs within digital environments, distinguishing it from general machine learning approaches by its focus on individualized prediction, recommendation, and interface customization in contexts such as personalized learning environments and web personalization.

256

Publications

11.6K

Citations

844

Authors

368

Institutions

Publications per year

2017–2026

163

Parents

Publications

256

Artificial intelligence (AI) applications for marketing: A literature-based study

Abid Haleem, Mohd Javaid, Mohammad Asim Qadri et al. · International Journal of Intelligent Networks · 2022 · 859 citations · Full text

, , +13

Machine learning algorithms review

Qingyang Ling · Applied and Computational Engineering · 2023 · 467 citations · Full text

, , +16

Artificial intelligence in recommender systems

Qian Zhang, Jie Lü, Yaochu Jin · Complex & Intelligent Systems · 2020 · 428 citations · Full text

, , +11

Three Approaches for Personalization with Applications to Federated Learning

Yishay Mansour, Mehryar Mohri, Jae Hun Ro et al. · arXiv (Cornell University) · 2020 · 322 citations · Full text

, , +12

Personalized Education in the Artificial Intelligence Era: What to Expect Next

IEEE Signal Processing Magazine · 2021 · 304 citations · Full text

, , +17

1–5 of 256

Authors

844

  1. NL
    Nissan Levin

    Tel Aviv University, Israel

    3 publications · 170 citations

    3

    h-index

  2. JZ
    Jacob Zahavi

    Tel Aviv University, Israel

    3 publications · 170 citations

    3

    h-index

  3. BS
    Barry Smyth

    University College Dublin, Ireland

    3 publications · 204 citations

    3

    h-index

  4. VL
    Vasyl Lytvyn

    Lviv Polytechnic National University, Ukraine

    2 publications · 52 citations

    2

    h-index

  5. XC
    Xiaolong Chen

    Institute of Atmospheric Physics, China

    2 publications · 309 citations

    2

    h-index

1–5 of 844

Institutions

368

  1. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    9 publications

    171 citations

  2. University of Electronic Science and Technology of China

    Chengdu, China

    4 h-index

    10 publications

    720 citations

  3. Sathyabama Institute of Science and Technology

    Chennai, India

    3 h-index

    8 publications

    238 citations

  4. Mohammed V University

    Rabat, Morocco

    3 h-index

    6 publications

    170 citations

  5. KU Leuven

    Leuven, Belgium

    3 h-index

    5 publications

    337 citations

  6. Microsoft Research (United Kingdom)

    Cambridge, United Kingdom

    3 h-index

    13 publications

    223 citations

  7. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    7 publications

    117 citations

  8. Tel Aviv University

    Tel Aviv, Israel

    3 h-index

    6 publications

    340 citations

1–8 of 368

Venues

  1. arXiv (Cornell University)

    Repository · 6 publications · 400 citations

    6

    h-index

  2. Expert Systems with Applications

    6 publications · 676 citations

    6

    h-index

  3. IEEE Access

    6 publications · 368 citations

    6

    h-index

  4. Journal of Physics Conference Series

    4 publications · 90 citations

    4

    h-index

  5. Procedia Computer Science

    4 publications · 139 citations

    4

    h-index

1–5