Concepedia

Text-to-concept Mapping

Text-to-Concept Mapping is a representational process in cognitive science and artificial intelligence that identifies and establishes correspondences between textual elements and underlying conceptual structures, distinguishing itself by transforming unstructured natural language descriptions into formalized, machine-processable knowledge representations.

169

Publications

11.2K

Citations

404

Authors

170

Institutions

Publications per year

2017–2026

24

Parents

Publications

169

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

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Retrieval Practice Produces More Learning than Elaborative Studying with Concept Mapping

Jeffrey D. Karpicke, Janell R. Blunt · Science · 2011 · 989 citations · Full text

, , +12

A computational study of cross-situational techniques for learning word-to-meaning mappings

Jeffrey Mark Siskind · Cognition · 1996 · 551 citations

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Extracting, Representing, and Analyzing Mental Models

Kathleen M. Carley, Mike Palmquist · Social Forces · 1992 · 467 citations

, , +16

Locally Consistent Concept Factorization for Document Clustering

Deng Cai, Xiaofei He, Jiawei Han · IEEE Transactions on Knowledge and Data Engineering · 2010 · 399 citations

, , +12

1–5 of 169

Authors

404

  1. PL
    Peilin Liu

    Shanghai Jiao Tong University, China

    3 publications · 404 citations

    3

    h-index

  2. AR
    Alexander Renkl

    University of Freiburg, Germany

    3 publications · 253 citations

    3

    h-index

  3. JV
    Jorge Villalón

    The University of Sydney, Australia

    2 publications · 145 citations

    2

    h-index

  4. SC
    Shang-Cheng Chiu Huang

    2 publications · 43 citations

    2

    h-index

  5. TS
    Tatjana S. Hilbert

    University of Freiburg, Germany

    2 publications · 228 citations

    2

    h-index

1–5 of 404

Institutions

170

  1. University of Freiburg

    Freiburg im Breisgau, Germany

    4 h-index

    9 publications

    551 citations

  2. Pennsylvania State University

    State College, United States

    3 h-index

    9 publications

    702 citations

  3. Purdue University West Lafayette

    West Lafayette, United States

    3 h-index

    5 publications

    2.4K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    3 publications

    811 citations

  5. University of Illinois Urbana-Champaign

    Urbana, United States

    3 h-index

    6 publications

    454 citations

  6. Universidad de Jaén

    Jaén, Spain

    2 h-index

    3 publications

    141 citations

  7. University at Buffalo, State University of New York

    Buffalo, United States

    2 h-index

    6 publications

    148 citations

  8. The University of Sydney

    Sydney, Australia

    2 h-index

    4 publications

    290 citations

1–8 of 170

Venues

  1. Computers & Education

    7 publications · 856 citations

    7

    h-index

  2. Expert Systems with Applications

    5 publications · 239 citations

    5

    h-index

  3. Cognition

    3 publications · 942 citations

    3

    h-index

  4. Data & Knowledge Engineering

    DKE · 2 publications · 37 citations

    2

    h-index

  5. PubMed

    Repository · 2 publications · 158 citations

    2

    h-index

1–5