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Automated classification of patents: A topic modeling approach

Computers and Industrial Engineering, 2020
Due to the rapid increase in technological innovation and corresponding increase in patent applications, automatic patent classification systems are very helpful for both individual inventors and patent attorneys in classifying patents. However, previous
Junghwan Yun, Y. Geum
semanticscholar   +3 more sources

A novel method for topic linkages between scientific publications and patents

Journal of the Association for Information Science and Technology, 2019
It is increasingly important to build topic linkages between scientific publications and patents for the purpose of understanding the relationships between science and technology. Previous studies on the linkages mainly focus on the analysis of nonpatent
Shuo Xu   +5 more
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Topic-based technological forecasting based on patent data: A case study of Australian patents from 2000 to 2014

Technological Forecasting and Social Change, 2017
Hongshu Chen   +3 more
semanticscholar   +3 more sources

Topic based classification and pattern identification in patents

Technological Forecasting and Social Change, 2015
Subhashini Venugopalan, V. Rai
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Exploring the Technological Leaders Using Tire Industry Patents: A Topic Modeling Approach

Technology in Society
Mohsen Ghaffari   +5 more
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Technological topic analysis of standard-essential patents based on the improved Latent Dirichlet Allocation (LDA) model

Technology Analysis & Strategic Management, 2022
Standard-essential patents (SEPs) are an important technological resource for firms in the telecommunication industry. The utilisation of technological topic analysis to reveal the global development dynamics of SEPs has significant theoretical and ...
Chenhan Tian   +4 more
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Technology Forecasting based on Topic Analysis and Social Network Analysis: A Case Study Focusing on Gene Editing Patents

Journal of Scientific & Industrial Research, 2021
Technology forecasting research is an indispensable means to master the development trend of technology and provide decision support for scientific research management.
Jia Liu, Jiaqi Wei, Yuqin Liu
semanticscholar   +1 more source

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