Concepedia

Online Topic Modeling

Online Topic Modeling is a computational method within topic modeling that incrementally infers and updates topic distributions from streaming text data, distinguishing itself from batch methods by processing documents sequentially in a single pass.

474

Publications

29.2K

Citations

1.5K

Authors

555

Institutions

Publications per year

2017–2026

250

Parents

Publications

474

Collaborative topic modeling for recommending scientific articles

Chong Wang, David M. Blei · 2011 · 1.6K citations

, , +16

Online Learning for Latent Dirichlet Allocation

Matthew D. Hoffman, Francis Bach, David M. Blei · 2010 · 1.3K citations

, , +16

Empirical study of topic modeling in Twitter

Liangjie Hong, Brian D. Davison · 2010 · 1.1K citations

, , +13

Modeling online reviews with multi-grain topic models

Ivan Titov, Ryan McDonald · 2008 · 792 citations

, , +16

Characterizing Microblogs with Topic Models

Daniel Ramage, Susan Dumais, Dan Liebling · Proceedings of the International AAAI Conference on Web and Social Media · 2010 · 724 citations · Full text

, , +10

1–5 of 474

Authors

1.5K

  1. DM
    David M. Blei

    Princeton University, United States

    5 publications · 3.2K citations

    5

    h-index

  2. AF
    Ahmad Fathan Hidayatullah

    Islamic University of Indonesia, Indonesia

    4 publications · 113 citations

    4

    h-index

  3. YZ
    Yadong Zhou

    Xi'an Jiaotong University, China

    4 publications · 104 citations

    4

    h-index

  4. EL
    Ee‐Peng Lim

    Singapore Management University, Singapore

    4 publications · 394 citations

    4

    h-index

  5. MJ
    Michael J. Paul

    Johns Hopkins University, United States

    4 publications · 495 citations

    4

    h-index

1–5 of 1.5K

Institutions

555

  1. Tsinghua University

    Beijing, China

    10 h-index

    25 publications

    384 citations

  2. Chinese Academy of Sciences

    Beijing, China

    10 h-index

    28 publications

    4.6K citations

  3. Zhejiang University

    Hangzhou, China

    8 h-index

    16 publications

    366 citations

  4. University of Illinois Urbana-Champaign

    Urbana, United States

    8 h-index

    19 publications

    1.6K citations

  5. Carnegie Mellon University

    Pittsburgh, United States

    8 h-index

    21 publications

    1.7K citations

  6. Beijing University of Posts and Telecommunications

    Beijing, China

    8 h-index

    23 publications

    317 citations

  7. Chinese University of Hong Kong

    Hong Kong, Hong Kong

    7 h-index

    12 publications

    493 citations

  8. Singapore Management University

    Singapore, Singapore

    7 h-index

    15 publications

    1.7K citations

1–8 of 555

Venues

  1. Journal of Medical Internet Research

    13 publications · 1.3K citations

    13

    h-index

  2. arXiv (Cornell University)

    Repository · 10 publications · 269 citations

    10

    h-index

  3. Expert Systems with Applications

    10 publications · 588 citations

    10

    h-index

  4. Social Network Analysis and Mining

    8 publications · 456 citations

    8

    h-index

  5. IEEE Access

    8 publications · 277 citations

    8

    h-index

1–5