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R&D trend analysis based on patent mining: An integrated use of patent applications and invalidation data
16 references·14 citing·45 second hop
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  • 2011SAO network analysis of patents for technology trends identification: a case study of polymer electrolyte membrane technology in proton exchange membrane fuel cells

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128 cited
  • 2019Forecasting technology trends using text mining of the gaps between science and technology: The case of perovskite solar cell technology126 cited
  • 2017Application technology opportunity discovery from technology portfolios: Use of patent classification and collaborative filtering124 cited
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    • 2024Forecasting patenting areas with academic paper & patent data: A wind power energy case13 cited
    • 2022Graph-based research field analysis by the use of natural language processing: An overview of German energy research13 cited
    • 2024Core Technology Topic Identification and Evolution Analysis Based on Patent Text Mining—A Case Study of Unmanned Ship10 cited
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