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Data-driven Product Functional Configuration: Patent Data and Hypergraph
16 references·2 citing·55 second hop
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References

  • 1997Innovation in services1,798 cited
  • 2008An approach to discovering new technology opportunities: Keyword-based patent map approach443 cited
  • 2009The Duration of Patent Examination at the European Patent Office294 cited
  • 2015Predicting the pattern of technology convergence using big-data technology on large-scale triadic patents223 cited
  • 2013Do applicant patent citations matter?169 cited
  • 2008Optimal diversity: Increasing returns versus recombinant innovation167 cited
  • 2013Resource constraints as triggers of radical innovation: Longitudinal evidence from the manufacturing sector166 cited
  • 2007Visualizing patent statistics by means of social network analysis tools157 cited
  • 2019Towards an automatic engineering change management in smart product-service systems – A DSM-based learning approach128 cited
  • 2008The Cost Factor in Patent Systems128 cited
  • 2011SAO network analysis of patents for technology trends identification: a case study of polymer electrolyte membrane technology in proton exchange membrane fuel cells128 cited
  • 2017Applying LSA text mining technique in envisioning social impacts of emerging technologies: The case of drone technology123 cited
  • 2012General technological capabilities, product market fragmentation, and markets for technology114 cited
  • 2012Technology forecasting using matrix map and patent clustering

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107 cited
  • 2016Product opportunity identification based on internal capabilities using text mining and association rule mining93 cited
  • 2014Technology-driven roadmaps for identifying new product/market opportunities: Use of text mining and quality function deployment85 cited
  • Cited by

    • 2025Multisource data-driven method for product innovation design based on knowledge graph9 cited
    • 2023A hypergraph model of product function recombination based on online reviews7 cited