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Technology Hotspot Tracking: Topic Discovery and Evolution of China’s Blockchain Patents Based on a Dynamic LDA Model
11 references·6 citing·56 second hop
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References

  • 2018Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology847 cited
  • 2019Latent Dirichlet allocation (LDA) for topic modeling of the CFPB consumer complaints246 cited
  • 2018DeepPatent: patent classification with convolutional neural networks and word embedding183 cited
  • 2018Corporate Social Responsibility (CSR): A Survey of Topics and Trends Using Twitter Data and Topic Modeling91 cited
  • 2019Understanding the topic evolution of scientific literatures like an evolving city: Using Google Word2Vec model and spatial autocorrelation analysis77 cited
  • 2018Deriving technology intelligence from patents: Preposition-based semantic analysis67 cited
  • 2018Consumer driven product technology function deployment using social media and patent mining53 cited
  • 2020Exploring Technology Influencers from Patent Data Using Association Rule Mining and Social Network Analysis51 cited
  • 2019Topic modelling and social network analysis of publications and patents in humanoid robot technology49 cited
  • 2019Patent Analytics Based on Feature Vector Space Model: A Case of IoT41 cited
  • 2020A Study on the Deduction and Diffusion of Promising Artificial Intelligence Technology for Sustainable Industrial Development32 cited

Cited by

  • 2023A bibliometric analysis of worldwide cancer research using machine learning methods21 cited
  • 2024Exploring the technological leaders using tire industry patents: A topic modeling approach

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20 cited
  • 2024Unraveling the dynamics of social governance innovation: A synergistic approach employing NLP and network analysis13 cited
  • 2025Unveiling the internet of things innovation landscape: a patent mining and network analysis approach to technology7 cited
  • 2022Using patent information analysis to examine the development of blockchain6 cited
  • 2024Exploring technological applications through LDA-based patent mining: A metaverse ontology construction5 cited