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A novel patent technology characterization method based on heterogeneous network message passing algorithm and patent classification system
16 references·2 citing·58 second hopsampled
A novel patent technology characterization method based on heterogeneous network message passing algorithm and patent classification system (2024)A novel patent technology characterizatio…Two-stage technology opportunity discovery for firm-level decision making: GCN-based link-prediction approach (2022)Two-stage technology opportun…Implications of data-driven product design: From information age towards intelligence age (2022)Implications of data-driven p…Data-Driven Innovation: What Is It? 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References

  • 2015Predicting the pattern of technology convergence using big-data technology on large-scale triadic patents223 cited
  • 2016A novel approach to forecast promising technology through patent analysis205 cited
  • 2015Keyword selection and processing strategy for applying text mining to patent analysis194 cited
  • 2021A survey on deep learning for patent analysis137 cited
  • 2020Machine-learning-based deep semantic analysis approach for forecasting new technology convergence128 cited
  • 2017Application technology opportunity discovery from technology portfolios: Use of patent classification and collaborative filtering124 cited
  • 2014Development of patent roadmap based on technology roadmap by analyzing patterns of patent development115 cited
  • 2022Characteristics and key trends of global electric vehicle technology development: A multi-method patent analysis99 cited
  • 2022Data-Driven Innovation: What Is It?98 cited
  • 2017Patent citation: A technique for measuring the knowledge flow of information and innovation97 cited
  • 2020Navigating a product landscape for technology opportunity analysis: A word2vec approach using an integrated patent-product database93 cited
  • 2013Searching in Cooperative Patent Classification: Comparison between keyword and concept-based search93 cited
  • 2012A hybrid keyword and patent class methodology for selecting relevant sets of patents for a technological field82 cited

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  • 2022Two-stage technology opportunity discovery for firm-level decision making: GCN-based link-prediction approach67 cited
  • 2022Implications of data-driven product design: From information age towards intelligence age62 cited
  • 2018An approach to identify emergent topics of technological convergence: A case study for 3D printing62 cited
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    • 2025Mapping the emergence and maturation of sustainable supply chain technologies: a patent-based assessment of technology life cycles9 cited
    • 2025A Patent Infringement Analysis Approach Based on Patent Knowledge Graph Driven Fusion of Graph and Image Similarity9 cited