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A comparative analysis of local similarity metrics and machine learning approaches: application to link prediction in author citation networks
16 references·0 citing·55 second hopsampled
A comparative analysis of local similarity metrics and machine learning approaches: application to link prediction in author citation networks (2022)A comparative analysis of local similarit…Global citation inequality is on the rise (2021)Global citation inequality is…Microsoft Academic Graph: When experts are not enough (2020)Microsoft Academic Graph: Whe…Predicting the citations of scholarly paper (2019)Predicting the citations of s…Science of science (2018)Science of scienceThe coverage of Microsoft Academic: analyzing the publication output of a university (2017)The coverage of Microsoft Aca…Using network science and text analytics to produce surveys in a scientific topic (2016)Using network science and tex…Academic Research in the 21st Century: Maintaining Scientific Integrity in a Climate of Perverse Incentives and Hypercompetition (2016)Academic Research in the 21st…Citation content analysis ( CCA ): A framework for syntactic and semantic analysis of citation content (2013)Citation content analysis ( C…Link prediction in citation networks (2011)Link prediction in citation n…Characterizing and Modeling Citation Dynamics (2011)Characterizing and Modeling C…Diffusion of scientific credits and the ranking of scientists (2009)Diffusion of scientific credi…What do citation counts measure? A review of studies on citing behavior (2008)What do citation counts measu…Network Dynamics and Field Evolution: The Growth of Interorganizational Collaboration in the Life Sciences (2005)Network Dynamics and Field Ev…Geographical proximity and scientific collaboration (1994)Geographical proximity and sc…Using network science and text analytics to produce surveys in a scientific topicUsing network science and tex…Accuracy of simple, initials-based methods for author name disambiguationAccuracy of simple, initials-…The Strength of Weak Ties (1973)The Iron Cage Revisited: Institutional Isomorphism and Collective Rationality in Organizational Fields (1983)Knowledge Networks as Channels and Conduits: The Effects of Spillovers in the Boston Biotechnology Community (2004)The iron cage revisited institutional isomorphism and collective rationality in organizational fields (2004)Modes of Network Governance: Structure, Management, and Effectiveness (2007)Bridging differing perspectives on technological platforms: Toward an integrative framework (2014)The Matthew Effect in Science (1968)The Matthew effect in science. 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(1979)Emerging Trends in the Social and Behavioral Sciences (2015)Historical comparison of gender inequality in scientific careers across countries and disciplines (2020)The Diversity–Innovation Paradox in Science (2020)Distributional Structure (1954)Citation Analysis as a Tool in Journal Evaluation (1972)2013 IEEE International Conference on Big Data (2013)Growth rates of modern science: a latent piecewise growth curve approach to model publication numbers from established and new literature databases (2021)Artificial intelligence adoption in the physical sciences, natural sciences, life sciences, social sciences and the arts and humanities: A bibliometric analysis of research publications from 1960-2021 (2023)Remote collaboration fuses fewer breakthrough ideas (2023)The Structure of Scientific Revolutions (1963)Promoting inclusive metrics of success and impact to dismantle a discriminatory reward system in science (2021)Leading countries in global science increasingly receive more citations than other countries doing similar research (2022)Regional disparities in Web of Science and Scopus journal coverage (2024)
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References

  • 2005Network Dynamics and Field Evolution: The Growth of Interorganizational Collaboration in the Life Sciences2,016 cited
  • 2008What do citation counts measure? A review of studies on citing behavior1,598 cited
  • 2018Science of science1,494 cited
  • 2016Academic Research in the 21st Century: Maintaining Scientific Integrity in a Climate of Perverse Incentives and Hypercompetition685 cited
  • 2020Microsoft Academic Graph: When experts are not enough513 cited
  • 1994Geographical proximity and scientific collaboration477 cited
  • 2009Diffusion of scientific credits and the ranking of scientists323 cited
  • 2021Global citation inequality is on the rise233 cited
  • 2011Characterizing and Modeling Citation Dynamics194 cited
  • 2013Citation content analysis ( CCA ): A framework for syntactic and semantic analysis of citation content169 cited
  • 2019Predicting the citations of scholarly paper126 cited
  • 2017The coverage of Microsoft Academic: analyzing the publication output of a university119 cited
  • n.d.Using network science and text analytics to produce surveys in a scientific topic115 cited
  • 2016Using network science and text analytics to produce surveys in a scientific topic103 cited
  • 2011

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Link prediction in citation networks
99 cited
  • n.d.Accuracy of simple, initials-based methods for author name disambiguation89 cited
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