Concepedia

Topic Hierarchies

Topic Hierarchies is a structural framework in topic management that organizes academic contributions into a ranked, parent–child arrangement where each element is situated under a broader parent topic according to specificity and conceptual dependency.

102

Publications

7.5K

Citations

252

Authors

104

Institutions

Publications per year

2017–2026

23

Variants

Topic Hierarchy

Parents

Publications

102

Hierarchical Topic Models and the Nested Chinese Restaurant Process

Thomas L. Griffiths, Michael I. Jordan, Joshua B. Tenenbaum et al. · Neural Information Processing Systems · 2003 · 938 citations

, , +17

Hierarchically Classifying Documents Using Very Few Words

Daphne Koller, Mehran Sahami · 1997 · 841 citations

, , +15

The nested chinese restaurant process and bayesian nonparametric inference of topic hierarchies

David M. Blei, Thomas L. Griffiths, Michael I. Jordan · Journal of the ACM · 2010 · 667 citations

, , +16

Hierarchical document categorization with support vector machines

Lijuan Cai, Thomas Hofmann · 2004 · 379 citations

, , +17

Topic Structures in Chinese

Liejiong Xu, D. Terence Langendoen · Language · 1985 · 258 citations

, , +12

1–5 of 102

Authors

252

  1. JH
    Jiawei Han

    University of Illinois Urbana-Champaign, United States

    5 publications · 176 citations

    5

    h-index

  2. SO
    Solange Oliveira Rezende

    Universidade de São Paulo, Brazil

    4 publications · 78 citations

    4

    h-index

  3. MD
    Marina Danilevsky

    University of Illinois Urbana-Champaign, United States

    3 publications · 132 citations

    3

    h-index

  4. DL
    Dawn Lawrie

    Loyola University Maryland, United States

    3 publications · 238 citations

    3

    h-index

  5. ND
    Nihit Desai

    University of Illinois Urbana-Champaign, United States

    3 publications · 132 citations

    3

    h-index

1–5 of 252

Institutions

104

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    6 h-index

    28 publications

    1.3K citations

  2. National University of Singapore

    Singapore, Singapore

    4 h-index

    11 publications

    651 citations

  3. University of Massachusetts Amherst

    Amherst Center, United States

    4 h-index

    10 publications

    1.6K citations

  4. Hong Kong University of Science and Technology

    Hong Kong, Hong Kong

    4 h-index

    12 publications

    526 citations

  5. Universidade de São Paulo

    São Paulo, Brazil

    4 h-index

    13 publications

    241 citations

  6. Microsoft Research Asia (China)

    Beijing, China

    3 h-index

    5 publications

    141 citations

  7. Stanford University

    Stanford, United States

    3 h-index

    5 publications

    118 citations

  8. Carnegie Mellon University

    Pittsburgh, United States

    3 h-index

    5 publications

    893 citations

1–8 of 104

Venues

  1. Expert Systems with Applications

    3 publications · 103 citations

    3

    h-index

  2. Scientometrics

    3 publications · 59 citations

    3

    h-index

  3. Neural Information Processing Systems

    Conference · 2 publications · 993 citations

    2

    h-index

  4. ScholarWorks@UMassAmherst (University of Massachusetts Amherst)

    Repository · 2 publications · 63 citations

    2

    h-index

  5. Language and Intercultural Communication

    1 publications · 21 citations

    1

    h-index

1–5