Concepedia

Patent Topic Modeling

Patent Topic Modeling is a computational text analysis technique that identifies latent thematic structures within patent documents by applying probabilistic or machine learning models to extract and categorize recurring patterns of terminology and innovation topics across large-scale patent datasets.

97

Publications

4.8K

Citations

273

Authors

130

Institutions

Publications per year

2017–2026

70

Parents

Publications

97

The double‐edged sword of recombination in breakthrough innovation

Sarah Kaplan, Keyvan Vakili · Strategic Management Journal · 2014 · 745 citations

, , +15

Keyword selection and processing strategy for applying text mining to patent analysis

Heeyong Noh, Yeongran Jo, Sungjoo Lee · Expert Systems with Applications · 2015 · 187 citations

, , +16

The evolution of patent mining: Applying bibliometrics analysis and keyword network analysis

Farshad Madani, Charles M. Weber · World Patent Information · 2016 · 163 citations

, , +15

Selection of the Optimal Number of Topics for LDA Topic Model—Taking Patent Policy Analysis as an Example

Jingxian Gan, Yong Qi · Entropy · 2021 · 142 citations · Full text

, , +10

Identification and monitoring of possible disruptive technologies by patent-development paths and topic modeling

Abdolreza Momeni, Katja Rost · Technological Forecasting and Social Change · 2015 · 131 citations

, , +16

1–5 of 97

Authors

273

  1. CV
    Charles V. Trappey

    National Yang Ming Chiao Tung University, Taiwan

    4 publications · 163 citations

    4

    h-index

  2. AJ
    Amy J.C. Trappey

    National Tsing Hua University, Taiwan

    4 publications · 163 citations

    4

    h-index

  3. BY
    Byungun Yoon

    Dongguk University, South Korea

    3 publications · 155 citations

    3

    h-index

  4. SP
    Sangsung Park

    Korea University, South Korea

    3 publications · 105 citations

    3

    h-index

  5. TD
    Tuğrul Daim

    Portland State University, United States

    2 publications · 173 citations

    3

    h-index

1–5 of 273

Institutions

130

  1. Tsinghua University

    Beijing, China

    8 h-index

    21 publications

    987 citations

  2. Korea University

    Seoul, South Korea

    7 h-index

    18 publications

    706 citations

  3. Beijing Institute of Technology

    Beijing, China

    5 h-index

    17 publications

    524 citations

  4. Beijing University of Technology

    Beijing, China

    5 h-index

    9 publications

    360 citations

  5. National Yang Ming Chiao Tung University

    Hsinchu, Taiwan

    4 h-index

    4 publications

    163 citations

  6. Portland State University

    Portland, United States

    4 h-index

    4 publications

    499 citations

  7. National Tsing Hua University

    Hsinchu, Taiwan

    4 h-index

    7 publications

    311 citations

  8. Queensland University of Technology

    Brisbane, Australia

    3 h-index

    3 publications

    84 citations

1–8 of 130

Venues

  1. Technological Forecasting and Social Change

    12 publications · 799 citations

    12

    h-index

  2. Scientometrics

    10 publications · 409 citations

    11

    h-index

  3. Sustainability

    9 publications · 337 citations

    9

    h-index

  4. IEEE Transactions on Engineering Management

    6 publications · 178 citations

    7

    h-index

  5. World Patent Information

    3 publications · 273 citations

    4

    h-index

1–5