Concepedia

Automated Concept Mapping

Automated Concept Mapping is a computational method that generates concept maps from textual or discourse data without manual intervention, distinguishing itself from manual or semi-automated approaches by fully leveraging algorithms to identify, extract, and organize key concepts and their interrelationships.

101

Publications

4.7K

Citations

290

Authors

125

Institutions

Publications per year

2017–2026

19

Parents

Publications

101

Evaluation of unsupervised semantic mapping of natural language with Leximancer concept mapping

Andrew E. Smith, Michael S. Humphreys · Behavior Research Methods · 2006 · 1.2K citations · Full text

, , +13

Toward a Fuzzy Domain Ontology Extraction Method for Adaptive e-Learning

Raymond Y.K. Lau, Dawei Song, Yuefeng Li et al. · IEEE Transactions on Knowledge and Data Engineering · 2009 · 161 citations · Full text

, , +17

An innovative concept map approach for improving students' learning performance with an instant feedback mechanism

Po‐Han Wu, Gwo‐Jen Hwang, Marcelo Milrad et al. · British Journal of Educational Technology · 2011 · 154 citations

, , +14

The comparative effect of individually-constructed vs. collaboratively-constructed computer-based concept maps

So Young Kwon, Lauren Cıfuentes · Computers & Education · 2008 · 122 citations

, , +13

Application of automatically constructed concept map of learning to conceptual diagnosis of e-learning

Chun-Hsiung Lee, Gwo‐Guang Lee, Yungho Leu · Expert Systems with Applications · 2007 · 103 citations

, , +14

1–5 of 101

Authors

290

  1. SC
    Shyi‐Ming Chen

    National Taiwan University of Science and Technology, Taiwan

    5 publications · 200 citations

    5

    h-index

  2. PT
    Paolo Tonella

    Fondazione Bruno Kessler, Italy

    3 publications · 98 citations

    3

    h-index

  3. RA
    Rafael A. Calvo

    The University of Sydney, Australia

    2 publications · 98 citations

    2

    h-index

  4. KŽ
    Krunoslav Žubrinić

    University of Dubrovnik, Croatia

    2 publications · 62 citations

    2

    h-index

  5. YG
    Yann‐Gaël Guéhéneuc

    Polytechnique Montréal, Canada

    2 publications · 21 citations

    2

    h-index

1–5 of 290

Institutions

125

  1. National Taiwan University of Science and Technology

    Taipei, Taiwan

    8 h-index

    15 publications

    881 citations

  2. The University of Sydney

    Sydney, Australia

    3 h-index

    5 publications

    205 citations

  3. National Cheng Kung University

    Tainan City, Taiwan

    3 h-index

    7 publications

    381 citations

  4. Heriot-Watt University

    Edinburgh, United Kingdom

    2 h-index

    9 publications

    174 citations

  5. Hiroshima University

    Hiroshima, Japan

    2 h-index

    7 publications

    334 citations

  6. Polytechnique Montréal

    Montreal, Canada

    2 h-index

    7 publications

    73 citations

  7. University of Ferrara

    Ferrara, Italy

    2 h-index

    4 publications

    68 citations

  8. Jinwen University of Science and Technology

    Xindian District, Taiwan

    2 h-index

    2 publications

    107 citations

1–8 of 125

Venues

  1. Expert Systems with Applications

    8 publications · 421 citations

    8

    h-index

  2. PubMed

    Repository · 3 publications · 74 citations

    3

    h-index

  3. Computers & Education

    3 publications · 299 citations

    3

    h-index

  4. IEEE Transactions on Learning Technologies

    3 publications · 130 citations

    3

    h-index

  5. Computer Science Education

    2 publications · 66 citations

    2

    h-index

1–5