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An extraction and novelty evaluation framework for technology knowledge elements of patents
16 references·1 citing·49 second hop
An extraction and novelty evaluation framework for technology knowledge elements of patents (2024)An extraction and novelty evaluation fram…A text-embedding-based approach to measuring patent-to-patent technological similarity (2022)A text-embedding-based approa…Integrating patent analysis into technology roadmapping: A latent dirichlet allocation based technology assessment and roadmapping in the field of Blockchain (2021)Integrating patent analysis i…Combining topic modeling and SAO semantic analysis to identify technological opportunities of emerging technologies (2021)Combining topic modeling and …A review of data analytics in technological forecasting (2021)A review of data analytics in…Technology opportunity discovery based on constructing, evaluating, and searching knowledge networks (2020)Technology opportunity discov…Navigating a product landscape for technology opportunity analysis: A word2vec approach using an integrated patent-product database (2020)Navigating a product landscap…Text Mining for Patent Analysis to Forecast Emerging Technologies in Wireless Power Transfer (2019)Text Mining for Patent Analys…A novelty detection patent mining approach for analyzing technological opportunities (2019)A novelty detection patent mi…The nature and variety of innovation (2018)The nature and variety of inn…Text matching to measure patent similarity (2017)Text matching to measure pate…Measuring technological novelty with patent-based indicators (2016)Measuring technological novel…Identifying product opportunities using collaborative filtering-based patent analysis (2016)Identifying product opportuni…Identifying the sources of technological novelty in the process of invention (2015)Identifying the sources of te…A literature review on the state-of-the-art in patent analysis (2014)A literature review on the st…Identifying a better measure of relatedness for mapping science (2005)Identifying a better measure …Technology opportunities analysis (1995)Technology opportunities anal…A review of patent analysis based on machine learning (2025)A review of patent analysis b…Little Science, Big Science (1963)The Structure of Scientific Literatures I: Identifying and Graphing Specialties (1974)Science and Engineering Indicators (1993)Innovation forecasting (1997)Assessing the maturity of a research area: bibliometric review and proposed framework (2016)30 years of intelligence models in management and business: A bibliometric review (2019)A text-mining-based patent network: Analytical tool for high-technology trend (2003)Patent information for strategic technology management (2003)The evolution of patent mining: Applying bibliometrics analysis and keyword network analysis (2016)The state-of-the-art on Intellectual Property Analytics (IPA): A literature review on artificial intelligence, machine learning and deep learning methods for analysing intellectual property (IP) data (2018)Academic Plagiarism Detection (2019)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)Strategic leadership and technological innovation: A comprehensive review and research agenda (2020)Measuring innovation and navigating its unique information issues: A review of the accounting literature on innovation (2024)Architectural Innovation: The Reconfiguration of Existing Product Technologies and the Failure of Established Firms (1990)The Competitive Advantage of Nations (1991)The Theory of Economic Development (2003)Evaluation of a gamification and flipped-classroom program used in teacher training: Perception of learning and outcome (2020)Eco-Innovation Diversity in a Circular Economy: Towards Circular Innovation Studies (2021)The mediating role of innovation in the relationship between organizational culture and organizational performance in Pakistan's banking sector (2021)An evolutionary theory of economic change (1982)An Evolutionary Theory of Economic Change. 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References

  • 2014A literature review on the state-of-the-art in patent analysis478 cited
  • 2016Measuring technological novelty with patent-based indicators458 cited
  • 1995Technology opportunities analysis287 cited
  • 2017Text matching to measure patent similarity263 cited
  • 2018The nature and variety of innovation251 cited
  • 2015Identifying the sources of technological novelty in the process of invention191 cited
  • 2005Identifying a better measure of relatedness for mapping science158 cited
  • 2021Integrating patent analysis into technology roadmapping: A latent dirichlet allocation based technology assessment and roadmapping in the field of Blockchain128 cited
  • 2022A text-embedding-based approach to measuring patent-to-patent technological similarity112 cited
  • 2020Navigating a product landscape for technology opportunity analysis: A word2vec approach using an integrated patent-product database93 cited
  • 2019A novelty detection patent mining approach for analyzing technological opportunities82 cited
  • 2016Identifying product opportunities using collaborative filtering-based patent analysis78 cited
  • 2019Text Mining for Patent Analysis to Forecast Emerging Technologies in Wireless Power Transfer65 cited
  • 2021Combining topic modeling and SAO semantic analysis to identify technological opportunities of emerging technologies

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59 cited
  • 2021A review of data analytics in technological forecasting58 cited
  • 2020Technology opportunity discovery based on constructing, evaluating, and searching knowledge networks54 cited
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    • 2025A review of patent analysis based on machine learning6 cited