Concepedia

Dynamic Topic Models

Dynamic Topic Models is a probabilistic topic modeling framework that extends static topic models by incorporating temporal dynamics to capture the evolution of topics over time in a document corpus.

271

Publications

20.6K

Citations

872

Authors

348

Institutions

Publications per year

2017–2026

133

Parents

Publications

271

Finding scientific topics

Thomas L. Griffiths, Mark Steyvers · Proceedings of the National Academy of Sciences · 2004 · 6K citations · Full text

, , +16

Dynamic topic models

David M. Blei, John Lafferty · 2006 · 2.4K citations

, , +17

Topic sentiment mixture

Qiaozhu Mei, Xu Ling, Matthew Wondra et al. · 2007 · 814 citations

, , +15

On-line LDA: Adaptive Topic Models for Mining Text Streams with Applications to Topic Detection and Tracking

Loulwah AlSumait, Daniel Barbará, Carlotta Domeniconi · 2008 · 420 citations

, , +16

A Survey of Topic Modeling in Text Mining

Rubayyi Alghamdi, Khalid Alfalqi · International Journal of Advanced Computer Science and Applications · 2015 · 368 citations · Full text

, , +14

1–5 of 271

Authors

872

  1. SL
    Shangsong Liang

    Sun Yat-sen University, China

    8 publications · 392 citations

    8

    h-index

  2. ZR
    Zhaochun Ren

    Shandong University, China

    6 publications · 277 citations

    6

    h-index

  3. EY
    Emine Yılmaz

    University College London, United Kingdom

    6 publications · 273 citations

    6

    h-index

  4. DM
    David M. Blei

    Princeton University, United States

    6 publications · 2.9K citations

    6

    h-index

  5. MD
    Maarten de Rijke

    University of Amsterdam, Netherlands

    5 publications · 255 citations

    5

    h-index

1–5 of 872

Institutions

348

  1. University of Amsterdam

    Amsterdam, The Netherlands

    11 h-index

    21 publications

    902 citations

  2. Tsinghua University

    Beijing, China

    11 h-index

    28 publications

    1.6K citations

  3. Zhejiang University

    Hangzhou, China

    7 h-index

    20 publications

    473 citations

  4. Wuhan University

    Wuhan, China

    7 h-index

    24 publications

    1.4K citations

  5. University College London

    London, United Kingdom

    6 h-index

    12 publications

    529 citations

  6. Beihang University

    Beijing, China

    6 h-index

    18 publications

    350 citations

  7. Stanford University

    Stanford, United States

    5 h-index

    8 publications

    12.5K citations

  8. Yonsei University

    Seoul, South Korea

    5 h-index

    10 publications

    495 citations

1–8 of 348

Venues

  1. arXiv (Cornell University)

    Repository · 11 publications · 667 citations

    10

    h-index

  2. Expert Systems with Applications

    7 publications · 257 citations

    7

    h-index

  3. Neurocomputing

    7 publications · 215 citations

    7

    h-index

  4. Scientometrics

    7 publications · 270 citations

    7

    h-index

  5. Information Processing & Management

    6 publications · 216 citations

    6

    h-index

1–5