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New patent text similarity methods with a comprehensive understanding of SAO semantics
16 references·0 citing·44 second hopsampled
New patent text similarity methods with a comprehensive understanding of SAO semantics (2025)New patent text similarity methods with a…New similarity measure of Pythagorean fuzzy sets based on the Jaccard index with its application to clustering (2023)New similarity measure of Pyt…Using supervised machine learning for large‐scale classification in management research: The case for identifying artificial intelligence patents (2022)Using supervised machine lear…A text-embedding-based approach to measuring patent-to-patent technological similarity (2022)A text-embedding-based approa…Combining topic modeling and SAO semantic analysis to identify technological opportunities of emerging technologies (2021)Combining topic modeling and …Patent Similarity Data and Innovation Metrics (2020)Patent Similarity Data and In…Patent infringement analysis using a text mining technique based on SAO structure (2020)Patent infringement analysis …Measuring patent similarity with SAO semantic analysis (2019)Measuring patent similarity w…Text matching to measure patent similarity (2017)Text matching to measure pate…Requirement-oriented core technological components’ identification based on SAO analysis (2017)Requirement-oriented core tec…A hybrid similarity measure method for patent portfolio analysis (2016)A hybrid similarity measure m…Identification of technology development trends based on subject–action–object analysis: The case of dye-sensitized solar cells (2015)Identification of technology …“Term clumping” for technical intelligence: A case study on dye-sensitized solar cells (2014)“Term clumping” for technical…How to assess patent infringement risks: a semantic patent claim analysis using dependency relationships (2013)How to assess patent infringe…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…Identifying rapidly evolving technological trends for R&D planning using SAO-based semantic patent networks (2011)Identifying rapidly evolving …Detecting signals of new technological opportunities using semantic patent analysis and outlier detection (2011)Detecting signals of new tech…Little Science, Big Science...and Beyond (1986)Technology opportunities analysis (1995)Tech Mining: Exploiting New Technologies for Competitive Advantage (2004)What is an emerging technology? (2015)The application of text mining methods in innovation research: current state, evolution patterns, and development priorities (2020)Evolution of artificial intelligence research in Technological Forecasting and Social Change: Research topics, trends, and future directions (2023)Patenting in the Shadow of Competitors (1995)Characteristics of Patent Litigation: A Window on Competition (2001)An approach to discovering new technology opportunities: Keyword-based patent map approach (2008)A literature review on the state-of-the-art in patent analysis (2014)Novelty-focused patent mapping for technology opportunity analysis (2014)Extending the knowledge base of foresight: The contribution of text mining (2016)From translations to problematic networks: An introduction to co-word analysis (1983)Co-word analysis as a tool for describing the network of interactions between basic and technological research: The case of polymer chemsitry (1991)Actor Network Theory and After (2001)Monitoring emerging technologies for technology planning using technical keyword based analysis from patent data (2016)The evolution of patent mining: Applying bibliometrics analysis and keyword network analysis (2016)Topic analysis and forecasting for science, technology and innovation: Methodology with a case study focusing on big data research (2016)Direct validation of citation counts as indicators of industrially important patents (1991)Data fusion (2009)The Innovator's Dilemma (2011)Mapping the technological landscape: Measuring technology distance, technological footprints, and technology evolution (2015)Forecasting emerging technologies: Use of bibliometrics and patent analysis (2006)Fuzzy sets (1965)Fuzzy sets (1996)Software survey: VOSviewer, a computer program for bibliometric mapping (2009)How patent signals affect venture capital: The evidence of bio-pharmaceutical start-ups in China (2019)A novel approach to evaluating the business potential of intellectual properties: A machine learning-based predictive analysis of patent lifetime (2020)Increasing Returns and Long-Run Growth (1986)Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations (1993)Collaboration Networks, Structural Holes, and Innovation: A Longitudinal Study (2000)Natural language processing to identify the creation and impact of new technologies in patent text: Code, data, and new measures (2020)Patent Quality: Towards a Systematic Framework for Analysis and Measurement (2021)The use and misuse of citation analysis in research evaluation (1998)Identifying and monitoring the development trends of emerging technologies using patent analysis and Twitter data mining: The case of perovskite solar cell technology (2018)Sectoral patterns of technical change: Towards a taxonomy and a theory (1984)Patent Statistics as Economic Indicators: A Survey (1990)PatentSBERTa: A deep NLP based hybrid model for patent distance and classification using augmented SBERT (2024)Econometric Models for Count Data with an Application to the Patents-R & D Relationship (1984)Market value and patent citations (2005)Automation and New Tasks: How Technology Displaces and Reinstates Labor (2019)Renewing the resource‐based view: New contexts, new concepts, and new methods (2023)AI adoption in America: Who, what, and where (2024)Integrating artificial intelligence and human resource management: a review and future research agenda (2024)
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References

  • 2017Text matching to measure patent similarity263 cited
  • 2022Using supervised machine learning for large‐scale classification in management research: The case for identifying artificial intelligence patents223 cited
  • 2011Detecting signals of new technological opportunities using semantic patent analysis and outlier detection190 cited
  • 2011Identifying rapidly evolving technological trends for R&D planning using SAO-based semantic patent networks188 cited
  • 2014“Term clumping” for technical intelligence: A case study on dye-sensitized solar cells159 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
  • 2022A text-embedding-based approach to measuring patent-to-patent technological similarity112 cited
  • 2016A hybrid similarity measure method for patent portfolio analysis90 cited
  • 2013How to assess patent infringement risks: a semantic patent claim analysis using dependency relationships80 cited
  • 2015Identification of technology development trends based on subject–action–object analysis: The case of dye-sensitized solar cells72 cited
  • 2019Measuring patent similarity with SAO semantic analysis65 cited
  • 2021Combining topic modeling and SAO semantic analysis to identify technological opportunities of emerging technologies59 cited
  • 2020Patent Similarity Data and Innovation Metrics

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56 cited
  • 2020Patent infringement analysis using a text mining technique based on SAO structure55 cited
  • 2023New similarity measure of Pythagorean fuzzy sets based on the Jaccard index with its application to clustering44 cited
  • 2017Requirement-oriented core technological components’ identification based on SAO analysis39 cited
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