Concepedia

Text Mining

Text Mining is the computational process of discovering meaningful patterns, relationships, and insights from unstructured text data by leveraging techniques from natural language processing, data mining, and computational linguistics to transform textual information into structured knowledge.

22.3K

Publications

1.4M

Citations

46.1K

Authors

6.5K

Institutions

Publications per year

2017–2026

9.3K

Variants

Text Data Mining

Parents

Children

Publications

22.3K

The WEKA data mining software

Mark Hall, Eibe Frank, Geoffrey Holmes et al. · ACM SIGKDD Explorations Newsletter · 2009 · 17.8K citations

, , +5

Term-weighting approaches in automatic text retrieval

Gerard Salton, Chris Buckley · Information Processing & Management · 1988 · 9.5K citations

, , +13

Mining and summarizing customer reviews

Minqing Hu, Bing Liu · 2004 · 7.7K citations

, , +17

Thumbs up?

Bo Pang, Lillian Lee, Shivakumar Vaithyanathan · 2002 · 7K citations · Full text

, , +16

Opinion Mining and Sentiment Analysis

Bo Pang, Lillian Lee · Foundations and Trends® in Information Retrieval · 2008 · 6.2K citations

, , +17

1–5 of 22.3K

Authors

46.1K

  1. BL
    Bing Liu

    University of Illinois Chicago, United States

    64 publications · 27.1K citations

    48

    h-index

  2. JH
    Jiawei Han

    University of Illinois Urbana-Champaign, United States

    85 publications · 9.3K citations

    40

    h-index

  3. CZ
    ChengXiang Zhai

    University of Illinois Urbana-Champaign, United States

    52 publications · 6.2K citations

    32

    h-index

  4. CL
    C. Lee Giles

    Pennsylvania State University, United States

    54 publications · 3K citations

    29

    h-index

  5. PS
    Philip S. Yu

    University of Illinois Chicago, United States

    33 publications · 5.7K citations

    27

    h-index

1–5 of 46.1K

Institutions

6.5K

  1. University of Illinois Urbana-Champaign

    Urbana, United States

    68 h-index

    601 publications

    51K citations

  2. University of Illinois Chicago

    Chicago, United States

    67 h-index

    243 publications

    67.4K citations

  3. Chinese Academy of Sciences

    Beijing, China

    67 h-index

    590 publications

    61.8K citations

  4. Carnegie Mellon University

    Pittsburgh, United States

    66 h-index

    376 publications

    54.8K citations

  5. Tsinghua University

    Beijing, China

    65 h-index

    626 publications

    45.9K citations

  6. Stanford University

    Stanford, United States

    60 h-index

    318 publications

    92.1K citations

  7. Cornell University

    Ithaca, United States

    57 h-index

    180 publications

    79.6K citations

  8. Microsoft (United States)

    Redmond, United States

    57 h-index

    266 publications

    29.5K citations

1–8 of 6.5K

Venues

  1. Expert Systems with Applications

    294 publications · 25K citations

    82

    h-index

  2. IEEE Access

    344 publications · 18K citations

    69

    h-index

  3. IEEE Transactions on Knowledge and Data Engineering

    TKDE · 165 publications · 17.1K citations

    67

    h-index

  4. Information Processing & Management

    163 publications · 22.3K citations

    61

    h-index

  5. Procedia Computer Science

    253 publications · 12.7K citations

    59

    h-index

1–5