Concepedia

Personalized Learning Path Generation

Personalized Learning Path Generation is a computational framework that dynamically constructs individualized sequences of learning activities by integrating learner-specific characteristics, performance data, and domain knowledge to optimize educational outcomes within adaptive learning environments.

112

Publications

4.6K

Citations

345

Authors

151

Institutions

Publications per year

2017–2026

55

Parents

Publications

112

Intelligent web-based learning system with personalized learning path guidance

Chih‐Ming Chen · Computers & Education · 2007 · 408 citations

, , +13

Data mining for providing a personalized learning path in creativity: An application of decision trees

Chun Fu Lin, Yu‐chu Yeh, Yu Hsin Hung et al. · Computers & Education · 2013 · 250 citations

, , +16

A Heuristic Algorithm for planning personalized learning paths for context-aware ubiquitous learning

Gwo‐Jen Hwang, Fan-Ray Kuo, Peng-Yeng Yin et al. · Computers & Education · 2009 · 202 citations

, , +14

Learning path personalization and recommendation methods: A survey of the state-of-the-art

Amir Hossein Nabizadeh, José Paulo Leal, Hamed Nabizadeh Rafsanjani et al. · Expert Systems with Applications · 2020 · 196 citations

, , +13

Integrating deep learning techniques for personalized learning pathways in higher education

Fawad Naseer, Muhammad Nasir Khan, Muhammad Tahir et al. · Heliyon · 2024 · 113 citations · Full text

, , +16

1–5 of 112

Authors

345

  1. CC
    Chih‐Ming Chen

    National Chengchi University, Taiwan

    4 publications · 588 citations

    4

    h-index

  2. MG
    Matteo Gaeta

    University of Salerno, Italy

    4 publications · 186 citations

    4

    h-index

  3. MM
    Michele Malgeri

    University of Catania, Italy

    3 publications · 55 citations

    3

    h-index

  4. VC
    Vincenza Carchiolo

    University of Catania, Italy

    3 publications · 55 citations

    3

    h-index

  5. VL
    Vincenzo Loia

    University of Salerno, Italy

    3 publications · 137 citations

    3

    h-index

1–5 of 345

Institutions

151

  1. University of Salerno

    Fisciano, Italy

    7 h-index

    26 publications

    892 citations

  2. National Chengchi University

    Taipei, Taiwan

    5 h-index

    5 publications

    838 citations

  3. Sapienza University of Rome

    Rome, Italy

    3 h-index

    6 publications

    266 citations

  4. National Taiwan University

    Taipei, Taiwan

    3 h-index

    10 publications

    631 citations

  5. Massachusetts Institute of Technology

    Cambridge, United States

    3 h-index

    3 publications

    136 citations

  6. Wonkwang Digital University

    Iksan, South Korea

    2 h-index

    2 publications

    86 citations

  7. Peking University

    Beijing, China

    2 h-index

    4 publications

    65 citations

  8. Université Ibn-Tofail

    Kenitra, Morocco

    2 h-index

    5 publications

    111 citations

1–8 of 151

Venues

  1. Procedia Computer Science

    4 publications · 198 citations

    4

    h-index

  2. Computers & Education

    4 publications · 905 citations

    4

    h-index

  3. 4

    h-index

  4. Education and Information Technologies

    3 publications · 163 citations

    3

    h-index

  5. Applied Sciences

    2 publications · 116 citations

    2

    h-index

1–5