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Detecting trends in academic research from a citation network using network representation learning
16 references·6 citing·55 second hop
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(1964)Quantifying the evolution of individual scientific impact (2016)The Diversity–Innovation Paradox in Science (2020)Papers and patents are becoming less disruptive over time (2023)Citation Analysis as a Tool in Journal Evaluation (1972)Free online availability substantially increases a paper's impact (2001)A Comparison between Two Main Academic Literature Collections: Web of Science and Scopus Databases (2013)Bibliometrics: The Leiden Manifesto for research metrics (2015)A review of the literature on citation impact indicators (2016)the delphi method: techniques and applications (1975)Current validity of the Delphi method in social sciences (2005)The Innovator's Dilemma: The Revolutionary Book That Will Change the Way You Do Business (2011)The emergence of care robotics — A patent and publication analysis (2015)A bibliometric model for identifying emerging research topics (2017)Trends and caveats: Review of literature on global citizenship education in teacher training (2018)Thirteen Ways to Look at the Correlation Coefficient (1988)Journal Prestige, Publication Bias, and Other Characteristics Associated With Citation of Published Studies in Peer-Reviewed Journals (2002)A probe into 66 factors which are possibly associated with the number of citations an article received (2019)Predicting Citation Count of Scientists as a Link Prediction Problem (2019)Early indicators of scientific impact: Predicting citations with altmetrics (2021)Bibliographic coupling between scientific papers (1963)Co‐citation in the scientific literature: A new measure of the relationship between two documents (1973)Brazilian bibliometric coauthorship networks (2014)Justice in nature-based solutions: Research and pathways (2020)
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References

  • 2006The History and Meaning of the Journal Impact Factor2,765 cited
  • 2013Quantifying Long-Term Scientific Impact867 cited
  • 2014Sustainability science: the changing landscape of sustainability research204 cited
  • 2011Citation count prediction179 cited
  • 2008Comparative study on methods of detecting research fronts using different types of citation173 cited
  • 2005Early citation counts correlate with accumulated impact162 cited
  • 2014Sustainability trends in the process industries: A text mining-based analysis148 cited
  • 2010Detecting emerging research fronts in regenerative medicine by the citation network analysis of scientific publications139 cited
  • 2007Topological analysis of citation networks to discover the future core articles85 cited
  • 2014Towards a stratified learning approach to predict future citation counts84 cited
  • 2013Detecting research fronts using different types of weighted citation networks66 cited
  • 2007A systematic approach to new mobile service creation66 cited
  • 2017Science foresight using life-cycle analysis, text mining and clustering: A case study on natural ventilation57 cited
  • 2014Towards a stratified learning approach to predict future citation counts52 cited
  • 2011

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Predicting a Scientific Community’s Response to an Article
51 cited
  • 2014High Impact Academic Paper Prediction Using Temporal and Topological Features36 cited
  • Cited by

    • 2023Predicting the Future Popularity of Academic Publications Using Deep Learning by Considering It as Temporal Citation Networks29 cited
    • 2020Structured Citation Trend Prediction Using Graph Neural Networks28 cited
    • 2022Reframing evidence in evidence-based policy making and role of bibliometrics: toward transdisciplinary scientometric research17 cited
    • 2021Global soil science research on drylands: an analysis of research evolution, collaboration, and trends17 cited
    • 2019S2ORC: The Semantic Scholar Open Research Corpus10 cited
    • 2023Quantifying progress in research topics across nations9 cited