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An SAO ‐based text‐mining approach for technology roadmapping using patent information
16 references·16 citing·50 second hopsampled
An SAO ‐based text‐mining approach for technology roadmapping using patent information (2012)An SAO ‐based text‐mining approach for te…Fourth Generation R&D: Managing Knowledge, Technology, and Innovation (2016)Fourth Generation R&D: Managi…SAO network analysis of patents for technology trends identification: a case study of polymer electrolyte membrane technology in proton exchange membrane fuel cells (2011)SAO network analysis of paten…Monitoring trends of technological changes based on the dynamic patent lattice: A modified formal concept analysis approach (2011)Monitoring trends of technolo…Identifying rapidly evolving technological trends for R&D planning using SAO-based semantic patent networks (2011)Identifying rapidly evolving …The technological roadmap of Cisco's business ecosystem (2009)The technological roadmap of …Business planning based on technological capabilities: Patent analysis for technology-driven roadmapping (2009)Business planning based on te…Using patent information for designing new product and technology: keyword based technology roadmapping (2008)Using patent information for …Similarity measures for document mapping: A comparative study on the level of an individual scientist (2008)Similarity measures for docum…Morphology analysis for technology roadmapping: application of text mining (2007)Morphology analysis for techn…Patent-based inventor profiles as a basis for human resource decisions in research and development (2005)Patent-based inventor profile…Improving patent valuations for management purposes—validating new indicators by analyzing application rationales (2004)Improving patent valuations f…Strategic and Competitive Analysis: Methods and Techniques for Analyzing Business Competition (2002)Strategic and Competitive Ana…The use and misuse of citation analysis in research evaluation (1998)The use and misuse of citatio…Measuring technological change through patents and innovation surveys (1996)Measuring technological chang…Co-word analysis as a tool for describing the network of interactions between basic and technological research: The case of polymer chemsitry (1991)Co-word analysis as a tool fo…The Theory of Economic Development: An Inquiry into Profits, Capital, Credit, Interest, and the Business Cycle (1934)The Theory of Economic Develo…How to develop data-driven technology roadmaps:The integration of topic modeling and link prediction (2021)How to develop data-driven te…An improved patent similarity measurement based on entities and semantic relations (2021)An improved patent similarity…A review of data analytics in technological forecasting (2021)A review of data analytics in…Discovering the potential opportunities of scientific advancement and technological innovation: A case study of smart health monitoring technology (2020)Discovering the potential opp…Tracing the system transformations and innovation pathways of an emerging technology: Solid lipid nanoparticles (2018)Tracing the system transforma…Investigating technology opportunities: the use of SAOx analysis (2018)Investigating technology oppo…Deriving technology intelligence from patents: Preposition-based semantic analysis (2018)Deriving technology intellige…An improved SAO network-based method for technology trend analysis: A case study of graphene (2018)An improved SAO network-based…Competitive Intelligence Analysis of Augmented Reality Technology Using Patent Information (2017)Competitive Intelligence Anal…Product opportunity identification based on internal capabilities using text mining and association rule mining (2016)Product opportunity identific…Technology opportunity discovery (TOD) from existing technologies and products: A function-based TOD framework (2015)Technology opportunity discov…Identification of technology development trends based on subject–action–object analysis: The case of dye-sensitized solar cells (2015)Identification of technology …‘Technology Mining’ bibliometrics analysis: applying network analysis and cluster analysis (2015)‘Technology Mining’ bibliomet…Tracing evolving trends in printed electronics using patent information (2014)Tracing evolving trends in pr…Technology-driven roadmaps for identifying new product/market opportunities: Use of text mining and quality function deployment (2014)Technology-driven roadmaps fo…Using function-based patent analysis to identify potential application areas of technology for technology transfer (2013)Using function-based patent a…The Population Ecology of Organizations (1977)An Evolutionary Theory of Economic Change. 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References

  • 1934The Theory of Economic Development: An Inquiry into Profits, Capital, Credit, Interest, and the Business Cycle7,610 cited
  • 1991Co-word analysis as a tool for describing the network of interactions between basic and technological research: The case of polymer chemsitry2,108 cited
  • 1996Measuring technological change through patents and innovation surveys699 cited
  • 2004Improving patent valuations for management purposes—validating new indicators by analyzing application rationales383 cited
  • 2016Fourth Generation R&D: Managing Knowledge, Technology, and Innovation324 cited
  • 2002Strategic and Competitive Analysis: Methods and Techniques for Analyzing Business Competition317 cited
  • 2009The technological roadmap of Cisco's business ecosystem263 cited
  • 2009Business planning based on technological capabilities: Patent analysis for technology-driven roadmapping246 cited
  • 1998The use and misuse of citation analysis in research evaluation220 cited
  • 2011Identifying rapidly evolving technological trends for R&D planning using SAO-based semantic patent networks182 cited
  • 2008Using patent information for designing new product and technology: keyword based technology roadmapping171 cited
  • 2008Similarity measures for document mapping: A comparative study on the level of an individual scientist135 cited
  • 2007Morphology analysis for technology roadmapping: application of text mining134 cited

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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 cells128 cited
  • 2005Patent-based inventor profiles as a basis for human resource decisions in research and development118 cited
  • 2011Monitoring trends of technological changes based on the dynamic patent lattice: A modified formal concept analysis approach105 cited
  • Cited by

    • 2016Product opportunity identification based on internal capabilities using text mining and association rule mining93 cited
    • 2015Technology opportunity discovery (TOD) from existing technologies and products: A function-based TOD framework93 cited
    • 2014Technology-driven roadmaps for identifying new product/market opportunities: Use of text mining and quality function deployment85 cited
    • 2014Tracing evolving trends in printed electronics using patent information80 cited
    • 2015Identification of technology development trends based on subject–action–object analysis: The case of dye-sensitized solar cells72 cited
    • 2018Deriving technology intelligence from patents: Preposition-based semantic analysis67 cited
    • 2021A review of data analytics in technological forecasting58 cited
    • 2015‘Technology Mining’ bibliometrics analysis: applying network analysis and cluster analysis57 cited
    • 2021How to develop data-driven technology roadmaps:The integration of topic modeling and link prediction53 cited
    • 2020Discovering the potential opportunities of scientific advancement and technological innovation: A case study of smart health monitoring technology52 cited
    • 2013Using function-based patent analysis to identify potential application areas of technology for technology transfer52 cited
    • 2017Competitive Intelligence Analysis of Augmented Reality Technology Using Patent Information47 cited
    • 2018An improved SAO network-based method for technology trend analysis: A case study of graphene45 cited
    • 2018Investigating technology opportunities: the use of SAOx analysis44 cited
    • 2018Tracing the system transformations and innovation pathways of an emerging technology: Solid lipid nanoparticles36 cited
    • 2021An improved patent similarity measurement based on entities and semantic relations36 cited