Concepedia

Topic Clustering

Topic Clustering is a computational method in text analysis that organizes documents into coherent groups based on semantic similarity, distinguishing itself from other clustering techniques by focusing on latent thematic structures derived from textual content.

360

Publications

17.4K

Citations

1.1K

Authors

492

Institutions

Publications per year

2017–2026

151

Variants

Thematic Clustering

Parents

Publications

360

Personality, Gender, and Age in the Language of Social Media: The Open-Vocabulary Approach

H. Andrew Schwartz, Johannes C. Eichstaedt, Margaret L. Kern et al. · PLoS ONE · 2013 · 1.7K citations · Full text

, , +16

Hierarchical Clustering Algorithms for Document Datasets

Ying Zhao, George Karypis, Usama M. Fayyad · Data Mining and Knowledge Discovery · 2005 · 631 citations · Full text

, , +14

Semantic clustering: Identifying topics in source code

Adrian Kuhn, Sté́phane Ducasse, Tudor Gîrba · Information and Software Technology · 2007 · 496 citations · Full text

, , +13

Topic detection and sentiment analysis in Twitter content related to COVID-19 from Brazil and the USA

Klaifer Garcia, Lilian Berton · Applied Soft Computing · 2020 · 378 citations · Full text

, , +16

Research paper classification systems based on TF-IDF and LDA schemes

Sang‐Woon Kim, Joon‐Min Gil · Human-centric Computing and Information Sciences · 2019 · 333 citations · Full text

, , +16

1–5 of 360

Authors

1.1K

  1. WG
    Wolfgang Glänzel

    KU Leuven, Belgium

    4 publications · 187 citations

    4

    h-index

  2. JH
    Jiawei Han

    University of Illinois Urbana-Champaign, United States

    4 publications · 224 citations

    4

    h-index

  3. SN
    Sharif Naser Makhadmeh

    Ajman University, United Arab Emirates

    3 publications · 62 citations

    3

    h-index

  4. TP
    Trefor P. Williams

    Rutgers, The State University of New Jersey, United States

    3 publications · 76 citations

    3

    h-index

  5. DP
    Dinh Phung

    Deakin University, Australia

    3 publications · 140 citations

    3

    h-index

1–5 of 1.1K

Institutions

492

  1. Harbin Institute of Technology

    Harbin, China

    7 h-index

    17 publications

    496 citations

  2. University of Minnesota

    Minneapolis, United States

    6 h-index

    8 publications

    2.4K citations

  3. University of Illinois Urbana-Champaign

    Urbana, United States

    5 h-index

    20 publications

    1.1K citations

  4. City University of Hong Kong

    Hong Kong, Hong Kong

    5 h-index

    11 publications

    668 citations

  5. Chinese Academy of Sciences

    Beijing, China

    5 h-index

    15 publications

    1.1K citations

  6. KU Leuven

    Leuven, Belgium

    5 h-index

    8 publications

    442 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    5 h-index

    13 publications

    861 citations

  8. Massachusetts Institute of Technology

    Cambridge, United States

    4 h-index

    4 publications

    319 citations

1–8 of 492

Venues

  1. Scientometrics

    12 publications · 683 citations

    12

    h-index

  2. Expert Systems with Applications

    8 publications · 214 citations

    8

    h-index

  3. Information Sciences

    6 publications · 148 citations

    6

    h-index

  4. Journal of Medical Internet Research

    4 publications · 292 citations

    4

    h-index

  5. PLoS ONE

    4 publications · 1.9K citations

    4

    h-index

1–5