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Study on the Technology Trend Screening Framework Using Unsupervised Learning
16 references·0 citing·48 second hop
Study on the Technology Trend Screening Framework Using Unsupervised Learning (2022)Study on the Technology Trend Screening F…A doc2vec and local outlier factor approach to measuring the novelty of patents (2021)A doc2vec and local outlier f…Machine-learning-based deep semantic analysis approach for forecasting new technology convergence (2020)Machine-learning-based deep s…Technology opportunity analysis based on recombinant search: patent landscape analysis for idea generation (2019)Technology opportunity analys…A novelty detection patent mining approach for analyzing technological opportunities (2019)A novelty detection patent mi…Ensemble Modeling for Sustainable Technology Transfer (2018)Ensemble Modeling for Sustain…Big Data technologies: A survey (2017)Big Data technologies: A surv…Data Value, Big Data Analytics, and Decision-Making (2016)Data Value, Big Data Analytic…A novel approach to forecast promising technology through patent analysis (2016)A novel approach to forecast …A literature review on the state-of-the-art in patent analysis (2014)A literature review on the st…Forecasting and Management of Technology (2011)Forecasting and Management of…Review of the state-of-the-art in patent information and forthcoming evolutions in intelligent patent informatics (2009)Review of the state-of-the-ar…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…Making Industry—University Partnerships Work (2002)Making Industry—University Pa…Innovation assessment through patent analysis (2001)Innovation assessment through…From sponsorship to partnership in academy‐industry relations (2000)From sponsorship to partnersh…The new competitive landscape (1995)Research/Technology Management (2000)Innovation Culture, Collaboration with External Partners and NPD Performance (2011)Direct and mediated ties to universities: “Scientific” absorptive capacity and innovation performance of pharmaceutical firms (2015)Network Synergy (2018)Failure Mode and Effect Analysis: FMEA From Theory to Execution (1996)Topic based classification and pattern identification in patents (2014)Capturing information on technology convergence, international collaboration, and knowledge flow from patent documents: A case of information and communication technology (2018)A Penny for Your Quotes: Patent Citations and the Value of Innovations (1990)Patent Statistics as Economic Indicators: A Survey (1990)On the sources and significance of interindustry differences in technological opportunities (1995)Analysis of keyword networks in MIS research and implications for predicting knowledge evolution (2011)Mapping the technological landscape: Measuring technology distance, technological footprints, and technology evolution (2015)Evolution of artificial intelligence research in Technological Forecasting and Social Change: Research topics, trends, and future directions (2023)National Systems of Innovation: Towards a Theory of Innovation and Interactive Learning (1992)Market Value and Patent Citations: A First Look (2000)An approach to discovering new technology opportunities: Keyword-based patent map approach (2008)Informetrics at the beginning of the 21st century—A review (2008)Patents and the measurement of technological change: A survey of the literature (1987)Patents as indicators of corporate technological strength (1987)Measuring technological change through patents and innovation surveys (1996)Corporate Social Responsibility Reporting: A Content Analysis in Family and Non-family Firms (2014)Patent databases for innovation studies: A comparative analysis of USPTO, EPO, JPO and KIPO (2015)Predicting the pattern of technology convergence using big-data technology on large-scale triadic patents (2015)Patent information for strategic technology management (2003)The evolution of patent 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References

  • 2017Big Data technologies: A survey994 cited
  • 2003A text-mining-based patent network: Analytical tool for high-technology trend568 cited
  • 2014A literature review on the state-of-the-art in patent analysis478 cited
  • 2001Innovation assessment through patent analysis299 cited
  • 2004A systematic approach for identifying technology opportunities: Keyword-based morphology analysis273 cited
  • 2016A novel approach to forecast promising technology through patent analysis205 cited
  • 2009Review of the state-of-the-art in patent information and forthcoming evolutions in intelligent patent informatics174 cited
  • 2011Forecasting and Management of Technology172 cited
  • 2020Machine-learning-based deep semantic analysis approach for forecasting new technology convergence128 cited
  • 2002Making Industry—University Partnerships Work111 cited
  • 2016Data Value, Big Data Analytics, and Decision-Making85 cited
  • 2019A novelty detection patent mining approach for analyzing technological opportunities82 cited
  • 2000From sponsorship to partnership in academy‐industry relations78 cited
  • 2019Technology opportunity analysis based on recombinant search: patent landscape analysis for idea generation55 cited
  • 2021

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A doc2vec and local outlier factor approach to measuring the novelty of patents
52 cited
  • 2018Ensemble Modeling for Sustainable Technology Transfer47 cited
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