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Quantifying scientific breakthroughs by a novel disruption indicator based on knowledge entities
16 references·13 citing·39 second hop
Quantifying scientific breakthroughs by a novel disruption indicator based on knowledge entities (2022)Quantifying scientific breakthroughs by a…Measuring Technological Innovation over the Long Run (2021)Measuring Technological Innov…Measuring novelty in science with word embedding (2021)Measuring novelty in science …Are disruption index indicators convergently valid? The comparison of several indicator variants with assessments by peers (2020)Are disruption index indicato…Methods to account for citation inflation in research evaluation (2019)Methods to account for citati…Large teams develop and small teams disrupt science and technology (2019)Large teams develop and small…Identifying breakthrough scientific papers (2019)Identifying breakthrough scie…Science of science (2018)Science of scienceThe nearly universal link between the age of past knowledge and tomorrow’s breakthroughs in science and technology: The hotspot (2017)The nearly universal link bet…Bias against novelty in science: A cautionary tale for users of bibliometric indicators (2017)Bias against novelty in scien…A Dynamic Network Measure of Technological Change (2016)A Dynamic Network Measure of …Tradition and Innovation in Scientists’ Research Strategies (2015)Tradition and Innovation in S…The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies (2014)The Second Machine Age: Work,…Atypical Combinations and Scientific Impact (2013)Atypical Combinations and Sci…Predicting highly cited papers: A Method for Early Detection of Candidate Breakthroughs (2012)Predicting highly cited paper…The Structure of Scientific Revolutions (1963)The Structure of Scientific R…Priorities in Scientific Discovery: A Chapter in the Sociology of Science (1957)Priorities in Scientific Disc…Text vs. citations: A comparative analysis of breakthrough and disruption metrics in patent innovation (2025)Text vs. citations: A compara…A review on the novelty measurements of academic papers (2025)A review on the novelty measu…Measurement of disruptive innovation and its validity based on improved disruption index (2024)Measurement of disruptive inn…How do network embeddedness and knowledge stock influence collaboration dynamics? Evidence from patents (2024)How do network embeddedness a…Content-based quality evaluation of scientific papers using coarse feature and knowledge entity network (2024)Content-based quality evaluat…An integrated indicator for evaluating scientific papers: considering academic impact and novelty (2024)An integrated indicator for e…An effective framework for measuring the novelty of scientific articles through integrated topic modeling and cloud model (2024)An effective framework for me…Unveiling the impact and dual innovation of funded research (2023)Unveiling the impact and dual…The association between prior knowledge and the disruption of an article (2023)The association between prior…Rescaling the disruption index reveals the universality of disruption distributions in science (2023)Rescaling the disruption inde…Monodisciplinary collaboration disrupts science more than multidisciplinary collaboration (2023)Monodisciplinary collaboratio…From consolidation to disruption: A novel way to measure the impact of scientists and identify laureates (2023)From consolidation to disrupt…A construction and empirical research of the journal disruption index based on open citation data (2023)A construction and empirical …Creating a World Without Poverty: Social Business and the Future of Capitalism (2007)Creating a World Without Poverty: Social Business and the Future of Capitalism (2008)Digital product innovation within four classes of innovation networks (2015)Artificial Intelligence, Automation and Work (2018)OECD Employment Outlook 2019 (2019)Co‐citation in the scientific literature: A new measure of the relationship between two documents (1973)Architectural Innovation: The Reconfiguration of Existing Product Technologies and the Failure of Established Firms (1990)The Increasing Dominance of Teams in Production of Knowledge (2007)The Diversity–Innovation Paradox in Science (2020)The Logic of Practice (1990)Exploration and Exploitation in Organizational Learning (1991)The science of science: From the perspective of complex systems (2017)Distinction: A Social Critique of the Judgement of Taste* (2018)An Evolutionary Theory of Economic Change. (1983)A Penny for Your Quotes: Patent Citations and the Value of Innovations (1990)Recombinant Uncertainty in Technological Search (2001)Women are credited less in science than men (2022)Papers and patents are becoming less disruptive over time (2023)The Matthew Effect in Science (1968)The file drawer problem and tolerance for null results. (1979)An index to quantify an individual's scientific research output (2005)Emerging Trends in the Social and Behavioral Sciences (2015)Historical comparison of gender inequality in scientific careers across countries and disciplines (2020)The Structure of Scientific Revolutions (1963)Circular economy business models: The state of research and avenues ahead (2020)Exploratory Research (2020)Reliance on science: Worldwide front‐page patent citations to scientific articles (2020)Technological Innovation, Resource Allocation, and Growth* (2017)Intelligent technologies and productivity spillovers: Evidence from the Fourth Industrial Revolution (2021)Mapping U.S.–China Technology Decoupling: Policies, Innovation, and Firm Performance (2024)New Frontiers: The Origins and Content of New Work, 1940–2018 (2024)The Matthew effect in science. The reward and communication systems of science are considered. (1968)Insiders and Outsiders: A Chapter in the Sociology of Knowledge (1972)What do citation counts measure? A review of studies on citing behavior (2008)Innovation: Mapping the winds of creative destruction (1985)Mixed Methods Research: A Research Paradigm Whose Time Has Come (2004)The Bind that Ties: Socioemotional Wealth Preservation in Family Firms (2011)Evolutionary dynamics of higher-order interactions in social networks (2021)Social physics (2022)
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References

  • 1963The Structure of Scientific Revolutions7,478 cited
  • 2014The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies1,660 cited
  • 1957Priorities in Scientific Discovery: A Chapter in the Sociology of Science1,596 cited
  • 2018Science of science1,494 cited
  • 2013Atypical Combinations and Scientific Impact1,477 cited
  • 2019Large teams develop and small teams disrupt science and technology1,040 cited
  • 2015Tradition and Innovation in Scientists’ Research Strategies618 cited
  • 2017Bias against novelty in science: A cautionary tale for users of bibliometric indicators543 cited
  • 2016A Dynamic Network Measure of Technological Change498 cited
  • 2021Measuring Technological Innovation over the Long Run358 cited
  • 2017The nearly universal link between the age of past knowledge and tomorrow’s breakthroughs in science and technology: The hotspot143 cited
  • 2020Are disruption index indicators convergently valid? The comparison of several indicator variants with assessments by peers99 cited
  • 2019Methods to account for citation inflation in research evaluation97 cited
  • 2021Measuring novelty in science with word embedding97 cited
  • 2012Predicting highly cited papers: A Method for Early Detection of Candidate Breakthroughs

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68 cited
  • 2019Identifying breakthrough scientific papers68 cited
  • Cited by

    • 2023Monodisciplinary collaboration disrupts science more than multidisciplinary collaboration36 cited
    • 2023From consolidation to disruption: A novel way to measure the impact of scientists and identify laureates35 cited
    • 2025Text vs. citations: A comparative analysis of breakthrough and disruption metrics in patent innovation33 cited
    • 2025A review on the novelty measurements of academic papers27 cited
    • 2024An effective framework for measuring the novelty of scientific articles through integrated topic modeling and cloud model26 cited
    • 2023The association between prior knowledge and the disruption of an article24 cited
    • 2023Rescaling the disruption index reveals the universality of disruption distributions in science24 cited
    • 2024How do network embeddedness and knowledge stock influence collaboration dynamics? Evidence from patents22 cited
    • 2023Unveiling the impact and dual innovation of funded research21 cited
    • 2024Content-based quality evaluation of scientific papers using coarse feature and knowledge entity network17 cited
    • 2023A construction and empirical research of the journal disruption index based on open citation data15 cited
    • 2024An integrated indicator for evaluating scientific papers: considering academic impact and novelty15 cited
    • 2024Measurement of disruptive innovation and its validity based on improved disruption index12 cited