Concepedia

Personalized Learning Path Recommendation

Personalized Learning Path Recommendation is a computational framework within educational recommender systems that generates individualized sequences of learning resources by adapting to a learner's prior knowledge, learning goals, and contextual preferences, thereby distinguishing itself from generic or static path recommendations through its dynamic personalization.

64

Publications

3.7K

Citations

232

Authors

99

Institutions

Publications per year

2017–2026

48

Parents

Publications

64

Intelligent web-based learning system with personalized learning path guidance

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

, , +13

Personalized adaptive learning: an emerging pedagogical approach enabled by a smart learning environment

Hongchao Peng, Shanshan Ma, J. Michael Spector · Smart Learning Environments · 2019 · 398 citations · Full text

, , +17

A learning path recommendation model based on a multidimensional knowledge graph framework for e-learning

Daqian Shi, Ting Wang, Hao Xing et al. · Knowledge-Based Systems · 2020 · 259 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

Personalized learning full-path recommendation model based on LSTM neural networks

Yuwen Zhou, Changqin Huang, Qintai Hu et al. · Information Sciences · 2018 · 245 citations

, , +13

1–5 of 64

Authors

232

  1. CH
    Changqin Huang

    South China Normal University, China

    2 publications · 256 citations

    2

    h-index

  2. AH
    Amir Hossein Nabizadeh

    Instituto de Engenharia de Sistemas e Computadores Investigação e Desenvolvimento, Portugal

    2 publications · 223 citations

    2

    h-index

  3. JP
    José Paulo Leal

    Universidade do Porto, Portugal

    2 publications · 223 citations

    2

    h-index

  4. AS
    Ayşe Saliha Sunar

    University of Southampton, United Kingdom

    1 publications · 43 citations

    1

    h-index

  5. SA
    Samina Amin

    Kohat University of Science and Technology, Pakistan

    1 publications · 107 citations

    1

    h-index

1–5 of 232

Institutions

99

  1. Nanjing University of Posts and Telecommunications

    Nanjing, China

    2 h-index

    10 publications

    342 citations

  2. South China Normal University

    Guangzhou, China

    2 h-index

    7 publications

    1.2K citations

  3. Hebei University of Science and Technology

    Shijiazhuang, China

    2 h-index

    6 publications

    243 citations

  4. Universidade do Porto

    Porto, Portugal

    2 h-index

    4 publications

    277 citations

  5. Badji Mokhtar-Annaba University

    Annaba, Algeria

    2 h-index

    5 publications

    176 citations

  6. Communication University of China

    Beijing, China

    2 h-index

    6 publications

    162 citations

  7. National Chengchi University

    Taipei, Taiwan

    2 h-index

    2 publications

    658 citations

  8. Mahatma Gandhi University

    Kottayam, India

    1 h-index

    1 publications

    25 citations

1–8 of 99

Venues

  1. Procedia Computer Science

    3 publications · 72 citations

    3

    h-index

  2. Interactive Learning Environments

    ILE · 3 publications · 98 citations

    3

    h-index

  3. Information Sciences

    3 publications · 396 citations

    3

    h-index

  4. Knowledge-Based Systems

    2 publications · 284 citations

    2

    h-index

  5. Applied Sciences

    2 publications · 96 citations

    2

    h-index

1–5