Concepedia

Biterm Topic Modeling

Biterm Topic Modeling is a topic modeling framework that belongs to the class of generative probabilistic models for uncovering latent topics in short texts, distinguished by its use of biterms—unordered word pairs co-occurring within a short text window—as the fundamental modeling units instead of individual documents or words.

39

Publications

3K

Citations

143

Authors

61

Institutions

Publications per year

2017–2026

28

Parents

Publications

39

A biterm topic model for short texts

Xiaohui Yan, Jiafeng Guo, Yanyan Lan et al. · 2013 · 1.1K citations

, , +14

BTM: Topic Modeling over Short Texts

Xueqi Cheng, Xiaohui Yan, Yanyan Lan et al. · IEEE Transactions on Knowledge and Data Engineering · 2014 · 555 citations

, , +11

Machine Learning to Detect Self-Reporting of Symptoms, Testing Access, and Recovery Associated With COVID-19 on Twitter: Retrospective Big Data Infoveillance Study

Tim K. Mackey, Vidya Purushothaman, Jiawei Li et al. · JMIR Public Health and Surveillance · 2020 · 155 citations · Full text

, , +14

Biterm language models for document retrieval

Munirathnam Srikanth, Rohini K. Srihari · 2002 · 101 citations

, , +11

On predicting elections with hybrid topic based sentiment analysis of tweets

Barkha Bansal, Sangeet Srivastava · Procedia Computer Science · 2018 · 76 citations · Full text

, , +17

1–5 of 39

Authors

143

  1. TK
    Tim K. Mackey

    University of California San Diego, United States

    6 publications · 290 citations

    6

    h-index

  2. JL
    Jiawei Li

    University of California San Diego, United States

    5 publications · 258 citations

    5

    h-index

  3. YL
    Yanyan Lan

    Chinese Academy of Sciences, China

    4 publications · 1.8K citations

    4

    h-index

  4. NS
    Neal Shah

    Global Policy Institute, United States

    4 publications · 220 citations

    4

    h-index

  5. JG
    Jiafeng Guo

    Chinese Academy of Sciences, China

    3 publications · 1.7K citations

    3

    h-index

1–5 of 143

Institutions

61

  1. University of California San Diego

    San Diego, United States

    6 h-index

    25 publications

    1.7K citations

  2. Global Policy Institute

    Washington D.C., United States

    6 h-index

    21 publications

    1.3K citations

  3. Institute of Computing Technology

    Beijing, China

    4 h-index

    15 publications

    7.1K citations

  4. Chinese Academy of Sciences

    Beijing, China

    4 h-index

    16 publications

    7.1K citations

  5. Tsinghua University

    Beijing, China

    3 h-index

    11 publications

    174 citations

  6. Q.D. Research

    Granite Bay, United States

    2 h-index

    7 publications

    819 citations

  7. Sun Yat-sen University

    Guangzhou, China

    2 h-index

    8 publications

    156 citations

  8. Beijing Normal University

    Beijing, China

    2 h-index

    7 publications

    308 citations

1–8 of 61

Venues

  1. IEEE Access

    2 publications · 55 citations

    2

    h-index

  2. Proceedings of the AAAI Conference on Artificial Intelligence

    Conference · 2 publications · 89 citations

    2

    h-index

  3. 1

    h-index

  4. Procedia Computer Science

    1 publications · 76 citations

    1

    h-index

  5. JMIR Public Health and Surveillance

    1 publications · 155 citations

    1

    h-index

1–5