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Structured Citation Trend Prediction Using Graph Neural Networks
11 references·3 citing·41 second hop
Structured Citation Trend Prediction Using Graph Neural Networks (2020)Structured Citation Trend Prediction Usin…Predicting the citations of scholarly paper (2019)Predicting the citations of s…Predicting citation counts based on deep neural network learning techniques (2019)Predicting citation counts ba…Predicting publication long-term impact through a combination of early citations and journal impact factor (2018)Predicting publication long-t…Detecting trends in academic research from a citation network using network representation learning (2018)Detecting trends in academic …Leveraging Citation Networks to Visualize Scholarly Influence Over Time (2017)Leveraging Citation Networks …Predicting the long-term citation impact of recent publications (2015)Predicting the long-term cita…Author Impact Factor: Tracking the Dynamics of Individual Scientific Impact (2014)Author Impact Factor: Trackin…Author Impact Factor: tracking the dynamics of individual scientific impact (2014)Author Impact Factor: trackin…Which percentile-based approach should be preferred for calculating normalized citation impact values? An empirical comparison of five approaches including a newly developed citation-rank approach (P100) (2013)Which percentile-based approa…Citation time window choice for research impact evaluation (2012)Citation time window choice f…Predicting citation counts based on deep neural network learning techniquesPredicting citation counts ba…Revisiting Citation Prediction with Cluster-Aware Text-Enhanced Heterogeneous Graph Neural Networks (2023)Revisiting Citation Predictio…Patent landscape and key technology interaction roadmap using graph convolutional network – Case of mobile communication technologies beyond 5G (2022)Patent landscape and key tech…Cover papers of top journals are reliable source for emerging topics detection: a machine learning based prediction framework (2022)Cover papers of top journals …A general theory of bibliometric and other cumulative advantage processes (1976)How popular is your paper? 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A review of studies on citing behavior (2008)High-Ranked Social Science Journal Articles Can Be Identified from Early Citation Information (2014)A data analytic approach to quantifying scientific impact (2016)Does bibliometric research confer legitimacy to research assessment practice? A sociological study of reputational control, 1972-2016 (2018)CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature (2005)Science mapping software tools: Review, analysis, and cooperative study among tools (2011)Proposals (2020)Do Altmetrics Work? Twitter and Ten Other Social Web Services (2013)Predicting the citation counts of individual papers via a BP neural network (2020)Detecting research topic trends by author-defined keyword frequency (2021)Quantifying Long-Term Scientific Impact (2013)How to solve the world's biggest problems (2015)Quantifying the evolution of individual scientific impact (2016)Identification of highly-cited papers using topic-model-based and bibliometric features: the consideration of keyword popularity (2020)A deep-learning based citation count prediction model with paper metadata semantic features (2021)Utilizing citation network structure to predict paper citation counts: A Deep learning approach (2021)The History and Meaning of the Journal Impact Factor (2006)Early detection of valuable patents using a deep learning model: Case of semiconductor industry (2020)Early indicators of scientific impact: Predicting citations with altmetrics (2021)Multinational teams and diseconomies of scale in collaborative research (2015)Examining how country-level science policy shapes publication patterns: the case of Poland (2019)
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References

  • 2012Citation time window choice for research impact evaluation416 cited
  • 2018Predicting publication long-term impact through a combination of early citations and journal impact factor132 cited
  • 2019Predicting the citations of scholarly paper126 cited
  • n.d.Predicting citation counts based on deep neural network learning techniques124 cited
  • 2014Author Impact Factor: tracking the dynamics of individual scientific impact118 cited
  • 2019Predicting citation counts based on deep neural network learning techniques117 cited
  • 2015Predicting the long-term citation impact of recent publications109 cited
  • 2014Author Impact Factor: Tracking the Dynamics of Individual Scientific Impact97 cited
  • 2013Which percentile-based approach should be preferred for calculating normalized citation impact values? An empirical comparison of five approaches including a newly developed citation-rank approach (P100)54 cited
  • 2017Leveraging Citation Networks to Visualize Scholarly Influence Over Time40 cited
  • 2018Detecting trends in academic research from a citation network using network representation learning33 cited

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  • 2022Patent landscape and key technology interaction roadmap using graph convolutional network – Case of mobile communication technologies beyond 5G21 cited
  • 2022Cover papers of top journals are reliable source for emerging topics detection: a machine learning based prediction framework

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16 cited
  • 2023Revisiting Citation Prediction with Cluster-Aware Text-Enhanced Heterogeneous Graph Neural Networks14 cited