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Technology opportunity analysis using hierarchical semantic networks and dual link prediction
16 references·7 citing·51 second hop
Technology opportunity analysis using hierarchical semantic networks and dual link prediction (2023)Technology opportunity analysis using hie…Predicting the pattern of technology convergence using big-data technology on large-scale triadic patents (2015)Predicting the pattern of tec…Novelty-focused patent mapping for technology opportunity analysis (2014)Novelty-focused patent mappin…Mapping the intellectual structure of scientometrics: a co-word analysis of the journal Scientometrics (2005–2010) (2014)Mapping the intellectual stru…“Term clumping” for technical intelligence: A case study on dye-sensitized solar cells (2014)“Term clumping” for technical…Prediction of emerging technologies based on analysis of the US patent citation network (2012)Prediction of emerging techno…Identifying technological competition trends for R&D planning using dynamic patent maps: SAO-based content analysis (2012)Identifying technological com…An SAO-based text mining approach to building a technology tree for technology planning (2012)An SAO-based text mining appr…A new instrument for technology monitoring: novelty in patents measured by semantic patent analysis (2012)A new instrument for technolo…Detecting signals of new technological opportunities using semantic patent analysis and outlier detection (2011)Detecting signals of new tech…An approach to discovering new technology opportunities: Keyword-based patent map approach (2008)An approach to discovering ne…Inventive progress measured by multi-stage patent citation analysis (2005)Inventive progress measured b…A systematic approach for identifying technology opportunities: Keyword-based morphology analysis (2004)A systematic approach for ide…A text-mining-based patent network: Analytical tool for high-technology trend (2003)A text-mining-based patent ne…Knowledge Spillovers and Patent Citations: Evidence from a Survey of Inventors (2000)Knowledge Spillovers and Pate…Technology opportunities analysis (1995)Technology opportunities anal…On the sources and significance of interindustry differences in technological opportunities (1995)On the sources and significan…A systematic review of artificial intelligence applications and methodological advances in patent analysis (2025)A systematic review of artifi…A Patent Infringement Analysis Approach Based on Patent Knowledge Graph Driven Fusion of Graph and Image Similarity (2025)A Patent Infringement Analysi…A framework for technology opportunity discovery using GAT-based link prediction and network analysis (2025)A framework for technology op…Technology convergence prediction based on temporal heterogeneous graph neural networks (2024)Technology convergence predic…Machine learning predictions of regional steel price indices for east China (2024)Machine learning predictions …Forecasting and analyzing technology development trends with self-attention and frequency enhanced LSTM (2024)Forecasting and analyzing tec…Tracking and predicting technological knowledge interactions between artificial intelligence and wind power: Multimethod patent analysis (2023)Tracking and predicting techn…Science-based technologies: university–industry interactions in four fields (1998)topicmodels : An R Package for Fitting Topic Models (2011)Exploiting affinities between topic modeling and the sociological perspective on culture: Application to newspaper coverage of U.S. government arts funding (2013)A novel approach to forecast promising technology through patent analysis (2016)Holistic Innovation: An Emerging Innovation Paradigm (2018)Technological opportunity discovery for technological convergence based on the prediction of technology knowledge flow in a citation network (2018)A Penny for Your Quotes: Patent Citations and the Value of Innovations (1990)Patent Statistics as Economic Indicators: A Survey (1990)Analysis of keyword networks in MIS research and implications for predicting knowledge evolution (2011)Mapping the technological landscape: Measuring 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References

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  • 2008An approach to discovering new technology opportunities: Keyword-based patent map approach443 cited
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  • 2004A systematic approach for identifying technology opportunities: Keyword-based morphology analysis273 cited
  • 2014Mapping the intellectual structure of scientometrics: a co-word analysis of the journal Scientometrics (2005–2010)230 cited
  • 2015Predicting the pattern of technology convergence using big-data technology on large-scale triadic patents223 cited
  • 2014Novelty-focused patent mapping for technology opportunity analysis184 cited
  • 2011Detecting signals of new technological opportunities using semantic patent analysis and outlier detection182 cited
  • 2014“Term clumping” for technical intelligence: A case study on dye-sensitized solar cells159 cited
  • 2012Identifying technological competition trends for R&D planning using dynamic patent maps: SAO-based content analysis

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155 cited
  • 2012A new instrument for technology monitoring: novelty in patents measured by semantic patent analysis143 cited
  • 2012An SAO-based text mining approach to building a technology tree for technology planning143 cited
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    • 2024Technology convergence prediction based on temporal heterogeneous graph neural networks21 cited
    • 2025A systematic review of artificial intelligence applications and methodological advances in patent analysis16 cited
    • 2025A framework for technology opportunity discovery using GAT-based link prediction and network analysis14 cited
    • 2025A Patent Infringement Analysis Approach Based on Patent Knowledge Graph Driven Fusion of Graph and Image Similarity9 cited