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New multi-stage similarity measure for calculation of pairwise patent similarity in a patent citation network
13 references·15 citing·44 second hop
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References

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Cited by

  • 2016Patent Clustering and Outlier Ranking Methodologies for Attributed Patent Citation Networks for Technology Opportunity Discovery

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55 cited
  • 2021Predicting future technological convergence patterns based on machine learning using link prediction43 cited
  • 2023Predicting and analyzing technology convergence for exploring technological opportunities in the smart health industry39 cited
  • 2021An improved patent similarity measurement based on entities and semantic relations36 cited
  • 2017Two-phase edge outlier detection method for technology opportunity discovery31 cited
  • 2022A patent-based approach to identifying potential technology opportunities realizable from a firm’s internal capabilities29 cited
  • 2023Deep learning for predicting patent application outcome: The fusion of text and network embeddings25 cited
  • 2023Measuring Patent Similarity Based on Text Mining and Image Recognition22 cited
  • 2023Enhancing semantic text similarity with functional semantic knowledge (FOP) in patents20 cited
  • 2022A Supervised Learning-Based Approach to Anticipating Potential Technology Convergence18 cited
  • 2021Patent Citation Network Simplification and Similarity Evaluation Based on Technological Inheritance14 cited
  • 2022SEA-PS: Semantic embedding with attention to measuring patent similarity by leveraging various text fields11 cited
  • 2022What is your next invention? — A framework of mining technological development rules and assisting in designing new technologies based on BERT as well as patent citations11 cited
  • 2017Evolution monitoring for innovation sources using patent cluster analysis10 cited
  • 2025Predicting technology convergence patterns in different industry segments: A multi-layer network approach8 cited