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Identifying emerging Research and Business Development (R&BD) areas based on topic modeling and visualization with intellectual property right data
16 references·16 citing·48 second hopsampled
Identifying emerging Research and Business Development (R&BD) areas based on topic modeling and visualization with intellectual property right data (2018)Identifying emerging Research and Busines…The market value of R&D, patents, and trademarks (2011)The market value of R&D, pate…Scientific collaboration and endorsement: Network analysis of coauthorship and citation networks (2010)Scientific collaboration and …Studying the history of ideas using topic models (2008)Studying the history of ideas…Visualization of patent analysis for emerging technology (2007)Visualization of patent analy…Forecasting emerging technologies: Use of bibliometrics and patent analysis (2006)Forecasting emerging technolo…Successful Development and Commercialization of Technological Innovation: Insights Based on Strategy Type (2005)Successful Development and Co…Improving patent valuations for management purposes—validating new indicators by analyzing application rationales (2004)Improving patent valuations f…The product market and the market for “ideas”: commercialization strategies for technology entrepreneurs (2003)The product market and the ma…Patent information for strategic technology management (2003)Patent information for strate…Does intellectual property protection spur technological change? (2003)Does intellectual property pr…A text-mining-based patent network: Analytical tool for high-technology trend (2003)A text-mining-based patent ne…Sources of capabilities, integration and technology commercialization (2002)Sources of capabilities, inte…The Literature of Bibliometrics, Scientometrics, and Informetrics (2001)The Literature of Bibliometri…Innovation assessment through patent analysis (2001)Innovation assessment through…The role of intellectual property rights in economic growth (1996)The role of intellectual prop…Toward a definition of “bibliometrics” (1987)Toward a definition of “bibli…Public and Social Goods Investment and New Business Formation in Asia: The Mediating Role of Digitalization and Innovation Linkages (2025)Public and Social Goods Inves…Forecasting and analyzing technology development trends with self-attention and frequency enhanced LSTM (2024)Forecasting and analyzing tec…Topic-based technology mapping using patent data analysis: A case study of vehicle tires (2023)Topic-based technology mappin…Identifying technology opportunity using dual-attention model and technology-market concordance matrix (2023)Identifying technology opport…From technology opportunities to ideas generation via cross-cutting patent analysis: Application of generative topographic mapping and link prediction (2023)From technology opportunities…Technology opportunity discovery based on patent analysis: a hybrid approach of subject-action-object and generative topographic mapping (2022)Technology opportunity discov…Technological trend mining: identifying new technology opportunities using patent semantic analysis (2022)Technological trend mining: i…Patent representation learning with a novel design of patent ontology: Case study on PEM patents (2022)Patent representation learnin…Patent Data Analytics for Technology Forecasting of the Railway Main Transformer (2022)Patent Data Analytics for Tec…A patent-based approach to identifying potential technology opportunities realizable from a firm’s internal capabilities (2022)A patent-based approach to id…Identifying opportunities for sustainable business models in manufacturing: Application of patent analysis and generative topographic mapping (2021)Identifying opportunities for…From stones to jewellery: Investigating technology opportunities from expired patents (2021)From stones to jewellery: Inv…Discovering technology opportunities based on the linkage between technology and business areas: matching patents and trademarks (2021)Discovering technology opport…Combining deep neural network and bibliometric indicator for emerging research topic prediction (2021)Combining deep neural network…Patent-trademark linking framework for business competition analysis (2020)Patent-trademark linking fram…Discovering Potential Technology Opportunities for Fuel Cell Vehicle Firms: A Multi-Level Patent Portfolio-Based Approach (2019)Discovering Potential Technol…The frequency distribution of scientific productivity (1926)Human behavior and the principle of least effort (1949)Statistical bibliography or bibliometrics (1969)A survey of trust and reputation systems for online service provision (2005)Web of Science use in published research and review papers 1997–2017: a selective, dynamic, cross-domain, content-based analysis (2017)Google Scholar to overshadow them all? Comparing the sizes of 12 academic search engines and bibliographic databases (2018)Little Science, Big Science (1963)Co‐citation in the scientific literature: A new measure of the relationship between two documents (1973)Birds of a Feather: Homophily in Social Networks (2001)Co-authorship networks: a review of the literature (2015)Big Scholarly Data: A Survey (2017)The science of science: From the perspective of complex systems (2017)On the mechanics of economic development (1988)Endogenous Technological Change (1990)A Contribution to the Empirics of Economic Growth (1992)Trade, Foreign Direct Investment, and International Technology Transfer: A Survey (2002)HOME COUNTRY ENVIRONMENTS, CORPORATE DIVERSIFICATION STRATEGIES, AND FIRM PERFORMANCE. (2003)The Political Economy of the World Trading System (2009)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)An approach to discovering new technology opportunities: Keyword-based patent map approach (2008)Informetrics at the beginning of the 21st century—A review (2008)A literature review on the state-of-the-art in patent analysis (2014)Absorptive Capacity: A New Perspective on Learning and Innovation (1990)Dynamic capabilities and strategic management (1997)The iron cage revisited institutional isomorphism and collective rationality in organizational fields (2004)Organizing for Innovation: Managing the Coordination-Autonomy Dilemma in Technology Acquisitions (2006)What (Not) to Expect When Surveying Executives (2006)Exploring institutional drivers and barriers of the circular economy: A cross-regional comparison of China, the US, and Europe (2017)The Importance of Patent Scope: An Empirical Analysis (1994)Business planning based on technological capabilities: Patent analysis for technology-driven roadmapping (2009)The Structure of Scientific Revolutions (1963)The Structure of Scientific Revolutions. (1963)Citation indexes for science. A new dimension in documentation through association of ideas† (2006)The ACL anthology network corpus (2013)Measuring the Evolution of a Scientific Field through Citation Frames (2018)Delving into LLM-assisted writing in biomedical publications through excess vocabulary (2025)Profiting from technological innovation: Implications for integration, collaboration, licensing and public policy (1986)The Economic Institutions of Capitalism (1987)Firms, Contracts, and Financial Structure (1995)Open innovation in SMEs: Trends, motives and management challenges (2008)The paradox of openness: Appropriability, external search and collaboration (2013)Financing Innovation: Evidence from R&D Grants (2017)A review of the ecosystem concept — Towards coherent ecosystem design (2017)Literature reviews as independent studies: guidelines for academic practice (2022)Bibliometrics: Methods for studying academic publishing (2021)Guidelines for advancing theory and practice through bibliometric research (2022)
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References

  • 1987Toward a definition of “bibliometrics”1,662 cited
  • 2003The product market and the market for “ideas”: commercialization strategies for technology entrepreneurs1,297 cited
  • 2006Forecasting emerging technologies: Use of bibliometrics and patent analysis1,096 cited
  • 2001The Literature of Bibliometrics, Scientometrics, and Informetrics980 cited
  • 2002Sources of capabilities, integration and technology commercialization722 cited
  • 2003Patent information for strategic technology management706 cited
  • 1996The role of intellectual property rights in economic growth619 cited
  • 2003A text-mining-based patent network: Analytical tool for high-technology trend568 cited
  • 2008Studying the history of ideas using topic models460 cited
  • 2010Scientific collaboration and endorsement: Network analysis of coauthorship and citation networks439 cited
  • 2003Does intellectual property protection spur technological change?387 cited
  • 2004Improving patent valuations for management purposes—validating new indicators by analyzing application rationales383 cited
  • 2011The market value of R&D, patents, and trademarks335 cited
  • 2005Successful Development and Commercialization of Technological Innovation: Insights Based on Strategy Type321 cited

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2001
Innovation assessment through patent analysis
299 cited
  • 2007Visualization of patent analysis for emerging technology274 cited
  • Cited by

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    • 2023Identifying technology opportunity using dual-attention model and technology-market concordance matrix21 cited
    • 2022Technology opportunity discovery based on patent analysis: a hybrid approach of subject-action-object and generative topographic mapping18 cited
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