Concepedia

Machine Learning-based Personalization

Machine Learning-Based Personalization is a computational approach to personalization in design that employs machine learning algorithms to dynamically adapt content, interfaces, or experiences to individual users based on their behavioral, contextual, or preference data.

83

Publications

3K

Citations

298

Authors

102

Institutions

Publications per year

2017–2026

60

Parents

Publications

83

When large language models meet personalization: perspectives of challenges and opportunities

Zheng Liu, Xu Huang, Chenwang Wu et al. · World Wide Web · 2024 · 285 citations · Full text

, , +15

Towards Automatic Personalized Content Generation for Platform Games

Noor Shaker, Georgios N. Yannakakis, Julian Togelius · Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment · 2010 · 225 citations · Full text

, , +17

Design a personalized e-learning system based on item response theory and artificial neural network approach

Ahmad Baylari, Gh. A. Montazer · Expert Systems with Applications · 2008 · 185 citations

, , +16

Measuring the impact of online personalisation: Past, present and future

Markus Zanker, Laurens Rook, Dietmar Jannach · International Journal of Human-Computer Studies · 2019 · 181 citations · Full text

, , +17

HyperDreamBooth: HyperNetworks for Fast Personalization of Text-to-Image Models

Nataniel Ruiz, Yuanzhen Li, Varun Jampani et al. · 2024 · 106 citations

, , +9

1–5 of 83

Authors

298

  1. EC
    Enhong Chen

    University of Science and Technology of China, China

    2 publications · 309 citations

    2

    h-index

  2. QL
    Qi Liu

    Peking University, China

    2 publications · 309 citations

    2

    h-index

  3. QY
    Qian Yang

    Carnegie Mellon University, United States

    2 publications · 68 citations

    2

    h-index

  4. NR
    Nataniel Ruiz

    Google (United States), United States

    2 publications · 120 citations

    2

    h-index

  5. YP
    Yael Pritch

    Hebrew University of Jerusalem, Israel

    2 publications · 120 citations

    2

    h-index

1–5 of 298

Institutions

102

  1. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    3 publications

    78 citations

  2. KU Leuven

    Leuven, Belgium

    2 h-index

    3 publications

    105 citations

  3. University of Electronic Science and Technology of China

    Chengdu, China

    2 h-index

    3 publications

    311 citations

  4. University of Bologna

    Bologna, Italy

    2 h-index

    5 publications

    232 citations

  5. Devi Ahilya Vishwavidyalaya

    Indore, India

    2 h-index

    3 publications

    97 citations

  6. Chittagong University of Engineering & Technology

    Chittagong, Bangladesh

    1 h-index

    1 publications

    16 citations

  7. IT Step University

    Lviv, Ukraine

    1 h-index

    1 publications

    34 citations

  8. Finland University

    Helsinki, Finland

    1 h-index

    1 publications

    85 citations

1–8 of 102

Venues

  1. arXiv (Cornell University)

    Repository · 5 publications · 94 citations

    5

    h-index

  2. IEEE Access

    3 publications · 77 citations

    3

    h-index

  3. National Conference on Artificial Intelligence

    Conference · 2 publications · 68 citations

    2

    h-index

  4. Future Internet

    2 publications · 40 citations

    2

    h-index

  5. 2

    h-index

1–5