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How to identify promising chances for technological innovation: Keygraph-based patent analysis
16 references·16 citing·54 second hopsampled
How to identify promising chances for technological innovation: Keygraph-based patent analysis (2020)How to identify promising chances for tec…The Effect of Security, Privacy, Familiarity, and Trust on Users’ Attitudes Toward the Use of the IoT-Based Healthcare: The Mediation Role of Risk Perception (2019)The Effect of Security, Priva…From data to value: A nine-factor framework for data-based value creation in information-intensive services (2017)From data to value: A nine-fa…Mining customer requirements from online reviews: A product improvement perspective (2016)Mining customer requirements …Using patent data for technology forecasting: China RFID patent analysis (2010)Using patent data for technol…Patent indicators for monitoring convergence – examples from NFF and ICT (2010)Patent indicators for monitor…Emerging technologies: quantitative identification and measurement (2010)Emerging technologies: quanti…Models of consumer value cocreation in health care (2009)Models of consumer value cocr…Business planning based on technological capabilities: Patent analysis for technology-driven roadmapping (2009)Business planning based on te…Monitoring the organic structure of technology based on the patent development paths (2008)Monitoring the organic struct…Integration of market pull and technology push in the corporate front end and innovation management—Insights from the German software industry (2008)Integration of market pull an…An approach to discovering new technology opportunities: Keyword-based patent map approach (2008)An approach to discovering ne…Development of New Technology Forecasting Algorithm: Hybrid Approach for Morphology Analysis and Conjoint Analysis of Patent Information (2007)Development of New Technology…Forecasting emerging technologies: Use of bibliometrics and patent analysis (2006)Forecasting emerging technolo…A systematic approach for identifying technology opportunities: Keyword-based morphology analysis (2004)A systematic approach for ide…Evolving to a New Dominant Logic for Marketing (2003)Evolving to a New Dominant Lo…A quantitative assessment of interdisciplinary structures in science and technology: Co-classification analysis of energy research (1992)A quantitative assessment of …A framework for technology opportunity discovery using GAT-based link prediction and network analysis (2025)A framework for technology op…Identifying Promising Technologies Considering Technology Convergence: A Patent-Based Machine-Learning Approach (2024)Identifying Promising Technol…Forecasting and analyzing technology development trends with self-attention and frequency enhanced LSTM (2024)Forecasting and analyzing tec…Analyzing supply chain technology trends through network analysis and clustering techniques: a patent-based study (2024)Analyzing supply chain techno…An extraction and novelty evaluation framework for technology knowledge elements of patents (2024)An extraction and novelty eva…A novel patent technology characterization method based on heterogeneous network message passing algorithm and patent classification system (2024)A novel patent technology cha…Tracking and predicting technological knowledge interactions between artificial intelligence and wind power: Multimethod patent analysis (2023)Tracking and predicting techn…How to succeed in the market? Predicting startup success using a machine learning approach (2023)How to succeed in the market?…Exploring the potential of material information in patent data: The case of solid-state batteries (2023)Exploring the potential of ma…Development of a technology tree using patent information (2023)Development of a technology t…What is your next invention? — A framework of mining technological development rules and assisting in designing new technologies based on BERT as well as patent citations (2022)What is your next invention? …Investigating the Structure of the Internet of Things Patent Network Using Social Network Analysis (2022)Investigating the Structure o…Exploring the characteristics of technological knowledge interaction dynamics in the field of solid-state batteries: A patent-based approach (2022)Exploring the characteristics…Establish a patent risk prediction model for emerging technologies using deep learning and data augmentation (2022)Establish a patent risk predi…Effective Identification of Technological Opportunities for Radical Inventions Using International Patent Classification: Application of Patent Data Mining (2022)Effective Identification of T…Data-driven Product Functional Configuration: Patent Data and Hypergraph (2022)Data-driven Product Functiona…Patent applications and subsequent changes of performance: evidence from time-series cross-section analyses on the firm level (2001)The determinants of national innovative capacity (2002)Local search and the evolution of technological capabilities (2007)Identifying rapidly evolving technological trends for R&D planning using SAO-based semantic patent networks (2011)Forecasting technology success based on patent data (2015)The evolution of patent mining: Applying bibliometrics analysis and keyword network analysis (2016)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)The new new product development game (1986)R&D, Patents, and Productivity (1987)The Importance of Patent Scope: An Empirical Analysis (1994)Predicting the pattern of technology convergence using big-data technology on large-scale triadic patents (2015)Sustainable business model adoption among S&P 500 firms: A longitudinal content analysis study (2017)The application of text mining methods in innovation research: current state, evolution patterns, and development priorities (2020)The Structure of Scientific Revolutions (1963)Capitalism, Socialism and Democracy (1997)A bibliometric model for identifying emerging research topics (2017)Technological opportunity discovery for technological convergence based on the prediction of technology knowledge flow in a citation network (2018)Diffusion of Innovations 1 (2019)Emerging Technologies in K–12 Education: A Future HCI Research Agenda (2022)Case Study Research: Design and Methods (1984)Absorptive Capacity: A Review, Reconceptualization, and Extension (2002)Theory Building From Cases: Opportunities And Challenges (2007)Measuring the innovation production process: A cross-region empirical study of China’s high-tech innovations (2010)The business model dilemma of technology shifts (2014)Synergy effects of innovation on firm performance (2017)Strategic assets and organizational rent (1993)Why Some New Products are More Successful than Others (2001)The moderating role of innovation culture in the relationship between knowledge assets and product innovation (2012)Early identification of emerging technologies: A machine learning approach using multiple patent indicators (2017)Estimating Industry 4.0 impact on job profiles and skills using text mining (2020)Invention and Economic Growth (1966)Commercializing Knowledge: University Science, Knowledge Capture, and Firm Performance in Biotechnology (2002)Oxford Dictionary of English (2010)Technology fusion: Identification and analysis of the drivers of technology convergence using patent data (2016)How to conduct a bibliometric content analysis: Guidelines and contributions of content co‐occurrence or co‐word literature reviews (2024)An Evolutionary Theory of Economic Change. (1983)SERVQUAL: A multiple-Item Scale for measuring consumer perceptions of service quality (1988)The Theory of the Growth of the Firm (1995)Service-dominant logic: continuing the evolution (2007)Institutions and axioms: an extension and update of service-dominant logic (2015)Understanding Customer Experience Throughout the Customer Journey (2016)Attractive Quality and Must-Be Quality (1984)The Digitization of Word of Mouth: Promise and Challenges of Online Feedback Mechanisms (2003)The Effect of Word of Mouth on Sales: Online Book Reviews (2006)A multidisciplinary perspective of big data in management research (2017)Big Data Analytics: A Review on Theoretical Contributions and Tools Used in Literature (2017)Helpfulness of online reviews: Examining review informativeness and classification thresholds by search products and experience products (2019)A review of the ecosystem concept — Towards coherent ecosystem design (2017)Literature reviews as independent studies: guidelines for academic practice (2022)
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References

  • 2003Evolving to a New Dominant Logic for Marketing14,777 cited
  • 2006Forecasting emerging technologies: Use of bibliometrics and patent analysis1,096 cited
  • 2008Integration of market pull and technology push in the corporate front end and innovation management—Insights from the German software industry468 cited
  • 2008An approach to discovering new technology opportunities: Keyword-based patent map approach443 cited
  • 2010Patent indicators for monitoring convergence – examples from NFF and ICT363 cited
  • 2016Mining customer requirements from online reviews: A product improvement perspective334 cited
  • 2004A systematic approach for identifying technology opportunities: Keyword-based morphology analysis273 cited
  • 2009Business planning based on technological capabilities: Patent analysis for technology-driven roadmapping246 cited
  • 2010Emerging technologies: quantitative identification and measurement244 cited
  • 2010Using patent data for technology forecasting: China RFID patent analysis189 cited
  • 2017From data to value: A nine-factor framework for data-based value creation in information-intensive services187 cited
  • 2007Development of New Technology Forecasting Algorithm: Hybrid Approach for Morphology Analysis and Conjoint Analysis of Patent Information156 cited
  • 2009Models of consumer value cocreation in health care154 cited
  • 1992

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A quantitative assessment of interdisciplinary structures in science and technology: Co-classification analysis of energy research
150 cited
  • 2008Monitoring the organic structure of technology based on the patent development paths147 cited
  • 2019The Effect of Security, Privacy, Familiarity, and Trust on Users’ Attitudes Toward the Use of the IoT-Based Healthcare: The Mediation Role of Risk Perception144 cited
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    • 2022Data-driven Product Functional Configuration: Patent Data and Hypergraph15 cited
    • 2025A framework for technology opportunity discovery using GAT-based link prediction and network analysis14 cited
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    • 2024Identifying Promising Technologies Considering Technology Convergence: A Patent-Based Machine-Learning Approach12 cited
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