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Identifying breakthrough scientific papers
14 references·16 citing·41 second hop
Identifying breakthrough scientific papers (2019)Identifying breakthrough scientific papersUnderstanding the topic evolution of scientific literatures like an evolving city: Using Google Word2Vec model and spatial autocorrelation analysis (2019)Understanding the topic evolu…Content analysis of e-petitions with topic modeling: How to train and evaluate LDA models? (2018)Content analysis of e-petitio…Understanding the topic evolution in a scientific domain: An exploratory study for the field of information retrieval (2017)Understanding the topic evolu…Discovering themes and trends in transportation research using topic modeling (2017)Discovering themes and trends…Citation classics published in Knowledge Management journals. Part II: studying research trends and discovering the Google Scholar Effect (2015)Citation classics published i…To better stand on the shoulder of giants (2012)To better stand on the should…Predicting highly cited papers: A Method for Early Detection of Candidate Breakthroughs (2012)Predicting highly cited paper…Citation count prediction (2011)Citation count predictionStudying the history of ideas using topic models (2008)Studying the history of ideas…Citation Analysis and Discourse Analysis Revisited (2004)Citation Analysis and Discour…A general theory of bibliometric and other cumulative advantage processes (1976)A general theory of bibliomet…The Matthew effect in science. The reward and communication systems of science are considered. (1968)The Matthew effect in science…The Matthew Effect in Science (1968)The Matthew Effect in ScienceLittle Science, Big Science (1963)Little Science, Big SciencePath-Breaking Directions in Quantum Computing Technology: A Patent Analysis with Multiple Techniques (2024)Path-Breaking Directions in Q…An effective framework for measuring the novelty of scientific articles through integrated topic modeling and cloud model (2024)An effective framework for me…Quantifying revolutionary discoveries: Evidence from Nobel prize-winning papers (2023)Quantifying revolutionary dis…Post-Quantum Cryptography Research Landscape: A Scientometric Perspective (2023)Post-Quantum Cryptography Res…Citation metrics covary with researchers’ assessments of the quality of their works (2023)Citation metrics covary with …Quantifying scientific breakthroughs by a novel disruption indicator based on knowledge entities (2022)Quantifying scientific breakt…Effective strategies to attract crowdfunding investment based on the novelty of business ideas (2022)Effective strategies to attra…A methodology for identifying breakthrough topics using structural entropy (2022)A methodology for identifying…The boundary-spanning mechanisms of Nobel Prize winning papers (2021)The boundary-spanning mechani…Quantifying scientific collaboration impact by exploiting collaboration-citation network (2021)Quantifying scientific collab…Comparison of MeSH terms and KeyWords Plus terms for more accurate classification in medical research fields. A case study in cannabis research (2021)Comparison of MeSH terms and …Predicting scientific breakthroughs based on knowledge structure variations (2020)Predicting scientific breakth…Identifying citation patterns of scientific breakthroughs: A perspective of dynamic citation process (2020)Identifying citation patterns…How the high-impact papers formed? A study using data from social media and citation (2020)How the high-impact papers fo…Detecting health misinformation in online health communities: Incorporating behavioral features into machine learning based approaches (2020)Detecting health misinformati…Bibliometric monitoring of research performance in ICT-based disaster management literature (2020)Bibliometric monitoring of re…Predicting citation counts based on deep neural network learning techniquesAn index to quantify an individual's scientific research output (2005)Does the h index have predictive power? (2007)ArnetMiner (2008)Citation Prediction in Heterogeneous Bibliographic Networks (2012)Priorities in Scientific Discovery: A Chapter in the Sociology of Science (1957)Resistance by Scientists to Scientific Discovery (1961)The Scientific Community. (1966)Matthew Effects in Reading: Some Consequences of Individual Differences in the Acquisition of Literacy (1986)Power laws, Pareto distributions and Zipf's law (2005)The Increasing Dominance of Teams in Production of Knowledge (2007)The frequency distribution of scientific productivity (1926)Networks of Scientific Papers (1965)Cumulative Advantage as a Mechanism for Inequality: A Review of Theoretical and Empirical Developments (2006)Google Scholar, Web of Science, and Scopus: A systematic comparison of citations in 252 subject categories (2018)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)Discovering routines from large-scale human locations using probabilistic topic models (2011)Urban activity pattern classification using topic models from online geo-location data (2014)Artificial Intelligence in the 21st Century (2018)UX Research on Conversational Human-AI Interaction: A Literature Review of the ACM Digital Library (2022)Discovering topics and trends in the field of Artificial Intelligence: Using LDA topic modeling (2023)A Coefficient of Agreement for Nominal Scales (1960)Content Analysis: An Introduction to its Methodology. (1984)Research Design: Qualitative, Quantitative, and Mixed Methods Approaches (1994)User generated content for exploring factors affecting intention to use travel and food delivery services (2020)Exploring the challenges of remote work on Twitter users' sentiments: From digital technology development to a post-pandemic era (2022)Algorithmic management in the gig economy: A systematic review and research integration (2024)The Elaboration Likelihood Model of Persuasion (1986)Content Analysis: An Introduction to Its Methodology (2019)Characterizing the dissemination of misinformation on social media in health emergencies: An empirical study based on COVID-19 (2021)Temporally evolving graph neural network for fake news detection (2021)From Virtual Trees to Real Forests: The Impact of Gamification Affordances on Green Consumption Behaviors in Ant Forest (2023)Learning by Expanding (2014)Writing from Sources, Writing from Sentences (2010)Group Aggregation Techniques for Analytic Hierarchy Process and Analytic Network Process: A Comparative Analysis (2015)A Bibliometric Review of Research on Educational Administration: Science Mapping the Literature, 1960 to 2018 (2019)
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References

  • 1968The Matthew Effect in Science6,700 cited
  • 1968The Matthew effect in science. The reward and communication systems of science are considered.4,791 cited
  • 1963Little Science, Big Science4,272 cited
  • 1976A general theory of bibliometric and other cumulative advantage processes2,039 cited
  • 2008Studying the history of ideas using topic models460 cited
  • 2017Discovering themes and trends in transportation research using topic modeling284 cited
  • 2004Citation Analysis and Discourse Analysis Revisited260 cited
  • 2018Content analysis of e-petitions with topic modeling: How to train and evaluate LDA models?225 cited
  • 2011Citation count prediction179 cited
  • 2017Understanding the topic evolution in a scientific domain: An exploratory study for the field of information retrieval120 cited
  • 2012To better stand on the shoulder of giants114 cited
  • 2019Understanding the topic evolution of scientific literatures like an evolving city: Using Google Word2Vec model and spatial autocorrelation analysis77 cited
  • 2012Predicting highly cited papers: A Method for Early Detection of Candidate Breakthroughs68 cited
  • 2015Citation classics published in Knowledge Management journals. Part II: studying research trends and discovering the Google Scholar Effect67 cited

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Cited by

  • 2020Detecting health misinformation in online health communities: Incorporating behavioral features into machine learning based approaches191 cited
  • 2020Identifying citation patterns of scientific breakthroughs: A perspective of dynamic citation process65 cited
  • 2022Quantifying scientific breakthroughs by a novel disruption indicator based on knowledge entities53 cited
  • 2020Predicting scientific breakthroughs based on knowledge structure variations48 cited
  • 2021Comparison of MeSH terms and KeyWords Plus terms for more accurate classification in medical research fields. A case study in cannabis research45 cited
  • 2022A methodology for identifying breakthrough topics using structural entropy44 cited
  • 2023Quantifying revolutionary discoveries: Evidence from Nobel prize-winning papers36 cited
  • 2021The boundary-spanning mechanisms of Nobel Prize winning papers32 cited
  • 2022Effective strategies to attract crowdfunding investment based on the novelty of business ideas31 cited
  • 2024An effective framework for measuring the novelty of scientific articles through integrated topic modeling and cloud model26 cited
  • 2020Bibliometric monitoring of research performance in ICT-based disaster management literature26 cited
  • 2024Path-Breaking Directions in Quantum Computing Technology: A Patent Analysis with Multiple Techniques25 cited
  • 2023Citation metrics covary with researchers’ assessments of the quality of their works24 cited
  • 2021Quantifying scientific collaboration impact by exploiting collaboration-citation network17 cited
  • 2020How the high-impact papers formed? A study using data from social media and citation16 cited
  • 2023Post-Quantum Cryptography Research Landscape: A Scientometric Perspective14 cited