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A decade of research in statistics: a topic model approach
6 references·16 citing·44 second hop
A decade of research in statistics: a topic model approach (2015)A decade of research in statistics: a top…topicmodels : An R Package for Fitting Topic Models (2011)topicmodels : An R Package fo…Studying the history of ideas using topic models (2008)Studying the history of ideas…The most-cited statistical papers (2005)The most-cited statistical pa…Power laws, Pareto distributions and Zipf's law (2005)Power laws, Pareto distributi…An index to quantify an individual's scientific research output (2005)An index to quantify an indiv…Citation Patterns in the Journals of Statistics and Probability (1994)Citation Patterns in the Jour…Predictive modeling for technology convergence: A patent data-driven approach through technology topic networks (2024)Predictive modeling for techn…Evolution and recombination of topics in Technological Forecasting and Social Change (2023)Evolution and recombination o…Network dynamics in university-industry collaboration: a collaboration-knowledge dual-layer network perspective (2022)Network dynamics in universit…Exploring funding patterns with word embedding-enhanced organization–topic networks: a case study on big data (2022)Exploring funding patterns wi…Tracing the evolution of service robotics: Insights from a topic modeling approach (2021)Tracing the evolution of serv…Sustainability disclosure for container shipping: A text-mining approach (2021)Sustainability disclosure for…Profiling academic-industrial collaborations in bibliometric-enhanced topic networks: A case study on digitalization research (2021)Profiling academic-industrial…Main topics in EIST during its first decade: A computational-linguistic analysis (2021)Main topics in EIST during it…Essay content and style are strongly related to household income and SAT scores: Evidence from 60,000 undergraduate applications (2021)Essay content and style are s…Bibliometric Analysis of Statistics Journals Indexed in Web of Science Under Emerging Source Citation Index (2021)Bibliometric Analysis of Stat…Knowledge structure transition in library and information science: topic modeling and visualization (2020)Knowledge structure transitio…A Topic-Based Bibliometric Analysis of Two Decades of Research on the Application of Technology in Classroom Dialogue (2020)A Topic-Based Bibliometric An…Technological Opportunities Discovery for Safety Through Topic Modeling and Opinion Mining in the Fourth Industrial Revolution: The Case of Artificial Intelligence (2019)Technological Opportunities D…Identify Topic Relations in Scientific Literature Using Topic Modeling (2019)Identify Topic Relations in S…Uncovering the Topic Landscape of Product-Service System Research: from Sustainability to Value Creation (2018)Uncovering the Topic Landscap…How to Identify Hot Topics in Psychology Using Topic Modeling (2018)How to Identify Hot Topics in…Text Mining Infrastructure in R (2008)Computer-Assisted Text Analysis for Comparative Politics (2015)Applying LDA Topic Modeling in Communication Research: Toward a Valid and Reliable Methodology (2018)stm : An R Package for Structural Topic Models (2019)Fuzzy sets (1965)STATISTICAL METHODS FOR ASSESSING AGREEMENT BETWEEN TWO METHODS OF CLINICAL MEASUREMENT (1986)Fuzzy sets (1996)Using Bland−Altman to Assess Agreement between Two Medical Devices – Don’t Forget the Confidence Intervals! 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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)Quantifying Mental Health Signals in Twitter (2014)Human behavior and the principle of least effort (1949)The Matthew Effect in Science (1968)The Matthew effect in science. The reward and communication systems of science are considered. (1968)Cumulative Advantage as a Mechanism for Inequality: A Review of Theoretical and Empirical Developments (2006)Power-Law Distributions in Empirical Data (2009)Power-law distributions in empirical data (2018)A Penny for Your Quotes: Patent Citations and the Value of Innovations (1990)Geographic Localization of Knowledge Spillovers as Evidenced by Patent Citations (1993)The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market (2013)A topic modelling analysis of white papers in security token offerings: Which topic matters for funding? (2022)Strategic management a stakeholder approach (2010)Determinants of sustainability reporting: a review of results, trends, theory, and opportunities in an expanding field of research (2013)The relationship between sustainability performance and sustainability disclosure – Reconciling voluntary disclosure theory and legitimacy theory (2016)Discovering research topics, trends, and perspectives in COVID-19-related transportation journal articles (2022)Ways with Words (1983)Ways with Words: Language, Life and Work in Communities and Classrooms (1984)The Psychological Meaning of Words: LIWC and Computerized Text Analysis Methods (2009)Using artificial intelligence to assess personal qualities in college admissions (2023)Bibliometrics: The Leiden Manifesto for research metrics (2015)The bibliometric analysis of scholarly production: How great is the impact? (2015)bibliometrix : An R-tool for comprehensive science mapping analysis (2017)
this work references cited by second hop

References

  • 2005An index to quantify an individual's scientific research output11,612 cited
  • 2005Power laws, Pareto distributions and Zipf's law5,744 cited
  • 2011topicmodels : An R Package for Fitting Topic Models1,071 cited
  • 2008Studying the history of ideas using topic models460 cited
  • 1994Citation Patterns in the Journals of Statistics and Probability120 cited
  • 2005The most-cited statistical papers90 cited

Cited by

  • 2021Essay content and style are strongly related to household income and SAT scores: Evidence from 60,000 undergraduate applications74 cited
  • 2018How to Identify Hot Topics in Psychology Using Topic Modeling56 cited
  • 2021Tracing the evolution of service robotics: Insights from a topic modeling approach52 cited
  • 2021Sustainability disclosure for container shipping: A text-mining approach50 cited
  • 2021Bibliometric Analysis of Statistics Journals Indexed in Web of Science Under Emerging Source Citation Index45 cited
  • 2020Knowledge structure transition in library and information science: topic modeling and visualization44 cited
  • 2019Identify Topic Relations in Scientific Literature Using Topic Modeling43 cited
  • 2021Main topics in EIST during its first decade: A computational-linguistic analysis42 cited

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

  • 2019Technological Opportunities Discovery for Safety Through Topic Modeling and Opinion Mining in the Fourth Industrial Revolution: The Case of Artificial Intelligence42 cited
  • 2021Profiling academic-industrial collaborations in bibliometric-enhanced topic networks: A case study on digitalization research41 cited
  • 2022Network dynamics in university-industry collaboration: a collaboration-knowledge dual-layer network perspective40 cited
  • 2024Predictive modeling for technology convergence: A patent data-driven approach through technology topic networks35 cited
  • 2020A Topic-Based Bibliometric Analysis of Two Decades of Research on the Application of Technology in Classroom Dialogue26 cited
  • 2023Evolution and recombination of topics in Technological Forecasting and Social Change23 cited
  • 2018Uncovering the Topic Landscape of Product-Service System Research: from Sustainability to Value Creation21 cited
  • 2022Exploring funding patterns with word embedding-enhanced organization–topic networks: a case study on big data16 cited