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Identifying technology evolution pathways using topic variation detection based on patent data: A case study of 3D printing
16 references·12 citing·49 second hop
Identifying technology evolution pathways using topic variation detection based on patent data: A case study of 3D printing (2020)Identifying technology evolution pathways…Using the data mining method to assess the innovation gap: A case of industrial robotics in a catching-up country (2017)Using the data mining method …Topic-based technological forecasting based on patent data: A case study of Australian patents from 2000 to 2014 (2017)Topic-based technological for…How a product’s design hierarchy shapes the evolution of technological knowledge—Evidence from patent-citation networks in wind power (2016)How a product’s design hierar…Comparing the knowledge bases of wind turbine firms in Asia and Europe: Patent trajectories, networks, and globalisation (2015)Comparing the knowledge bases…Analyzing patent topical information to identify technology pathways and potential opportunities (2014)Analyzing patent topical info…A patent analysis method to trace technology evolutionary pathways (2014)A patent analysis method to t…Evaluating the effectiveness of keyword search strategy for patent identification (2012)Evaluating the effectiveness …Identifying rapidly evolving technological trends for R&D planning using SAO-based semantic patent networks (2011)Identifying rapidly evolving …An automated method for identifying TRIZ evolution trends from patents (2011)An automated method for ident…Speech and language processing (2010)Speech and language processingUsing patent analyses to monitor the technological trends in an emerging field of technology: a case of carbon nanotube field emission display (2009)Using patent analyses to moni…Visualization of patent analysis for emerging technology (2007)Visualization of patent analy…Technology roles and paths of influence in an ecosystem model of technology evolution (2007)Technology roles and paths of…MAPPING TECHNOLOGICAL TRAJECTORIES AS PATENT CITATION NETWORKS: A STUDY ON THE HISTORY OF FUEL CELL RESEARCH (2007)MAPPING TECHNOLOGICAL TRAJECT…A text-mining-based patent network: Analytical tool for high-technology trend (2003)A text-mining-based patent ne…Technology integration: Managing technological evolution in a complex environment (1995)Technology integration: Manag…Unlocking trends in secondary battery technologies: A model based on bidirectional encoder representations from transformers (2024)Unlocking trends in secondary…Mapping and comparing the technology evolution paths of scientific papers and patents: an integrated approach for forecasting technology trends (2024)Mapping and comparing the tec…Core Technology Topic Identification and Evolution Analysis Based on Patent Text Mining—A Case Study of Unmanned Ship (2024)Core Technology Topic Identif…A novel technology life cycle analysis method based on LSTM and CRF (2024)A novel technology life cycle…Using Machine Learning With Technological Innovation Factors to Predict the Transferability of University Patents (2023)Using Machine Learning With T…Research frontier detection and analysis based on research grants information: A case study on health informatics in the US (2023)Research frontier detection a…Developments and challenges of foresight evaluation: Review of the past 30 years of research (2023)Developments and challenges o…Identification of topic evolution: network analytics with piecewise linear representation and word embedding (2022)Identification of topic evolu…ICT Evolution Map Based on Indonesian Patent Documents Using Text Clustering Analysis (2022)ICT Evolution Map Based on In…Advanced Technology Evolution Pathways of Nanogenerators: A Novel Framework Based on Multi-Source Data and Knowledge Graph (2022)Advanced Technology Evolution…The Evolution of Interindustry Technology Linkage Topics and Its Analysis Framework in Three-Dimensional Printing Technology (2021)The Evolution of Interindustr…Applying data mining techniques for technology prediction in new energy vehicle: a case study in China (2021)Applying data mining techniqu…The Computer for the 21st Century (1991)A Reflective Review of Disruptive Innovation Theory (2009)Keyword selection and processing strategy for applying text mining to patent analysis (2015)A novel approach to forecast promising technology through patent analysis (2016)Patent Statistics as Economic Indicators: A Survey (1990)National Systems of Innovation: Towards a Theory of Innovation and Interactive Learning (1992)Market Value and Patent Citations: A First Look (2000)Informetrics at the beginning of the 21st century—A review (2008)A literature review on the state-of-the-art in patent analysis (2014)An Evolutionary Theory of Economic Change. 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  • 2007MAPPING TECHNOLOGICAL TRAJECTORIES AS PATENT CITATION NETWORKS: A STUDY ON THE HISTORY OF FUEL CELL RESEARCH424 cited
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  • 2015Comparing the knowledge bases of wind turbine firms in Asia and Europe: Patent trajectories, networks, and globalisation

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61 cited
  • 2014A patent analysis method to trace technology evolutionary pathways61 cited
  • 2011An automated method for identifying TRIZ evolution trends from patents54 cited
  • 2014Analyzing patent topical information to identify technology pathways and potential opportunities53 cited
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