SZodixStudyAcademic Library
ShelvesOpen access
Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated
Technology convergence prediction based on temporal heterogeneous graph neural networks
16 references·1 citing·53 second hop
Technology convergence prediction based on temporal heterogeneous graph neural networks (2024)Technology convergence prediction based o…Technology opportunity analysis using hierarchical semantic networks and dual link prediction (2023)Technology opportunity analys…Predicting and analyzing technology convergence for exploring technological opportunities in the smart health industry (2023)Predicting and analyzing tech…From technology opportunities to ideas generation via cross-cutting patent analysis: Application of generative topographic mapping and link prediction (2023)From technology opportunities…Development of technology opportunity analysis based on technology landscape by extending technology elements with BERT and TRIZ (2023)Development of technology opp…Two-stage technology opportunity discovery for firm-level decision making: GCN-based link-prediction approach (2022)Two-stage technology opportun…Technological trend mining: identifying new technology opportunities using patent semantic analysis (2022)Technological trend mining: i…Identifying firm-specific technology opportunities in a supply chain: Link prediction analysis in multilayer networks (2022)Identifying firm-specific tec…Exploring a technology ecology for technology opportunity discovery: A link prediction approach using heterogeneous knowledge graphs (2022)Exploring a technology ecolog…Identifying the Technology Convergence Using Patent Text Information: A Graph Convolutional Networks (Gcn)-Based Approach (2021)Identifying the Technology Co…Technology convergence: What developmental stage are we in? (2015)Technology convergence: What …Measuring science–technology interactions using patent citations and author-inventor links: an exploration analysis from Chinese nanotechnology (2011)Measuring science–technology …Anticipating converging industries using publicly available data (2009)Anticipating converging indus…Science as a map in technological search (2004)Science as a map in technolog…Technological Opportunities and New Firm Creation (2001)Technological Opportunities a…On the sources and significance of interindustry differences in technological opportunities (1995)On the sources and significan…Multidimensional Scaling: I. Theory and Method (1952)Multidimensional Scaling: I. …A study on sensing opportunities for EV technology recombination based on consumer preference mining and multi-layer network construction (2025)A study on sensing opportunit…An Evolutionary Theory of Economic Change. (1983)Sectoral patterns of technical change: Towards a taxonomy and a theory (1984)Appropriating the Returns from Industrial Research and Development (1987)Technological Regimes and Schumpeterian Patterns of Innovation (2000)Against Intellectual Monopoly (2008)Fifty Years of Empirical Studies of Innovative Activity and Performance (2010)Invention and Economic Growth (1966)Inter-firm R&D partnerships: an overview of major trends and patterns since 1960 (2002)Measuring innovative performance: is there an advantage in using multiple indicators? (2003)Patent citations as a tool for analysing the early stages of convergence (2012)When technological discontinuities and disruptive business models challenge dominant industry logics: Insights from the drugs industry (2012)Dynamic patterns of industry convergence: Evidence from a large amount of unstructured data (2015)Structural Holes (1992)The New production of knowledge: the dynamics of science and research in contemporary societies (1995)The dynamics of innovation: from National Systems and “Mode 2” to a Triple Helix of university–industry–government relations (2000)New Information Technology and Implicit Bias (2018)A novel approach to measuring science-technology linkage: From the perspective of knowledge network coupling (2021)Exploring science-technology linkages: A deep learning-empowered solution (2022)Endogenous Technological Change (1989)Endogenous Technological Change (1990)The Theory of Economic Development (2003)Organizational Knowledge Creation Theory: Evolutionary Paths and Future Advances (2006)The Concept of “Opportunity” in Entrepreneurship Research: Past Accomplishments and Future Challenges (2009)International Journal of Business and Social Science (2018)Technological paradigms and technological trajectories (1982)Citation Frequency and the Value of Patented Inventions (1999)Market value and patent citations (2005)Mapping technology space by normalizing patent networks (2016)The impact of convergence between science and technology on innovation (2016)Anticipating technological convergence: Link prediction using Wikipedia hyperlinks (2018)Exploration and Exploitation in Organizational Learning (1991)Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations (1993)A Knowledge-Based Theory of the Firm—The Problem-Solving Perspective (2004)Collaborative Brokerage, Generative Creativity, and Creative Success (2007)The paradox of openness: Appropriability, external search and collaboration (2013)Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy (1986)Disruptive technology: How Kodak missed the digital photography revolution (2009)Patent indicators for monitoring convergence – examples from NFF and ICT (2010)Developing a supervised learning model for anticipating potential technology convergence between technology topics (2024)Predictive modeling for technology convergence: A patent data-driven approach through technology topic networks (2024)Energy-use rights trading, technological innovation, and green transformation of energy-intensive manufacturing enterprises (2025)Technological Change in the Machine Tool Industry, 1840–1910 (1963)Does technological convergence imply convergence in markets? Evidence from the electronics industry (1998)An approach to discovering new technology opportunities: Keyword-based patent map approach (2008)Tracking and predicting technological knowledge interactions between artificial intelligence and wind power: Multimethod patent analysis (2023)From technology opportunities to solutions generation via patent analysis: Application of machine learning-based link prediction (2024)Knowledge Spillovers and Patent Citations: Evidence from a Survey of Inventors (2000)A text-mining-based patent network: Analytical tool for high-technology trend (2003)Forecasting and analyzing technology development trends with self-attention and frequency enhanced LSTM (2024)Machine learning predictions of regional steel price indices for east China (2024)Representation of Structure in Similarity Data: Problems and Prospects (1974)Multidimensional Scaling, Tree-Fitting, and Clustering (1980)Spatial Models of Parliamentary Voting (2005)
this work references cited by second hop

References

  • 1952Multidimensional Scaling: I. Theory and Method2,130 cited
  • 1995On the sources and significance of interindustry differences in technological opportunities1,421 cited
  • 2004Science as a map in technological search1,377 cited
  • 2001Technological Opportunities and New Firm Creation754 cited
  • 2009Anticipating converging industries using publicly available data221 cited
  • 2015Technology convergence: What developmental stage are we in?111 cited
  • 2023Technology opportunity analysis using hierarchical semantic networks and dual link prediction78 cited
  • 2022Two-stage technology opportunity discovery for firm-level decision making: GCN-based link-prediction approach67 cited
  • 2011Measuring science–technology interactions using patent citations and author-inventor links: an exploration analysis from Chinese nanotechnology64 cited
  • 2021Identifying the Technology Convergence Using Patent Text Information: A Graph Convolutional Networks (Gcn)-Based Approach61 cited
  • 2023From technology opportunities to ideas generation via cross-cutting patent analysis: Application of generative topographic mapping and link prediction55 cited
  • 2022Technological trend mining: identifying new technology opportunities using patent semantic analysis53 cited
  • 2023Development of technology opportunity analysis based on technology landscape by extending technology elements with BERT and TRIZ50 cited

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

  • 2022Identifying firm-specific technology opportunities in a supply chain: Link prediction analysis in multilayer networks49 cited
  • 2022Exploring a technology ecology for technology opportunity discovery: A link prediction approach using heterogeneous knowledge graphs48 cited
  • 2023Predicting and analyzing technology convergence for exploring technological opportunities in the smart health industry39 cited
  • Cited by

    • 2025A study on sensing opportunities for EV technology recombination based on consumer preference mining and multi-layer network construction8 cited