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Revisiting Citation Prediction with Cluster-Aware Text-Enhanced Heterogeneous Graph Neural Networks
15 references·0 citing·40 second hop
Revisiting Citation Prediction with Cluster-Aware Text-Enhanced Heterogeneous Graph Neural Networks (2023)Revisiting Citation Prediction with Clust…HINTS: Citation Time Series Prediction for New Publications via Dynamic Heterogeneous Information Network Embedding (2021)HINTS: Citation Time Series P…Structured Citation Trend Prediction Using Graph Neural Networks (2020)Structured Citation Trend Pre…Paper Citation Count Prediction Based on Recurrent Neural Network with Gated Recurrent Unit (2020)Paper Citation Count Predicti…Longitudinal Citation Prediction using Temporal Graph Neural Networks (2020)Longitudinal Citation Predict…CiteTracked: A Longitudinal Dataset of Peer Reviews and Citations. (2019)CiteTracked: A Longitudinal D…Citation Prediction Using Diverse Features (2015)Citation Prediction Using Div…Predicting Citation Counts for Academic Literature Using Graph Pattern Mining (2014)Predicting Citation Counts fo…Citation impact prediction for scientific papers using stepwise regression analysis (2014)Citation impact prediction fo…Citation Prediction in Heterogeneous Bibliographic Networks (2012)Citation Prediction in Hetero…Citation count prediction (2011)Citation count predictionPredicting citation count ofBioinformaticspapers within four years of publication (2009)Predicting citation count ofB…Models for predicting and explaining citation count of biomedical articles. (2008)Models for predicting and exp…Unsupervised prediction of citation influences (2007)Unsupervised prediction of ci…Estimating Number of Citations Using Author Reputation (2007)Estimating Number of Citation…Topic evolution and social interactions (2006)Topic evolution and social in…Experimental Study of Inequality and Unpredictability in an Artificial Cultural Market (2006)Analysis of the Hirsch index’s operational properties (2009)Can Scientific Impact Be Predicted? (2016)Early indicators of scientific impact: Predicting citations with altmetrics (2021)The frequency distribution of scientific productivity (1926)CiteSeer (1998)Discovering evolutionary theme patterns from text (2005)Detecting topic evolution in scientific literature (2009)Understanding the topic evolution in a scientific domain: An exploratory study for the field of information retrieval (2017)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)To better stand on the shoulder of giants (2012)The Matthew Effect in Science (1968)The Matthew effect in science. The reward and communication systems of science are considered. (1968)Social Capital: Its Origins and Applications in Modern Sociology (1998)Predicting the citation counts of individual papers via a BP neural network (2020)Historiographic Mapping of Knowledge Domains Literature (2004)Identifying Meaningful Citations (2015)Impact of data sources on citation counts and rankings of LIS faculty: Web of science versus scopus and google scholar (2007)Which h-index? — A comparison of WoS, Scopus and Google Scholar (2007)What do citation counts measure? A review of studies on citing behavior (2008)High-Ranked Social Science Journal Articles Can Be Identified from Early Citation Information (2014)Towards a stratified learning approach to predict future citation counts (2014)Utilizing citation network structure to predict paper citation counts: A Deep learning approach (2021)Citation time window choice for research impact evaluation (2012)Predicting publication long-term impact through a combination of early citations and journal impact factor (2018)Predicting the citations of scholarly paper (2019)Cover papers of top journals are reliable source for emerging topics detection: a machine learning based prediction framework (2022)Patent landscape and key technology interaction roadmap using graph convolutional network – Case of mobile communication technologies beyond 5G (2022)Defining and identifying Sleeping Beauties in science (2015)A Dual-Stage Attention-Based Recurrent Neural Network for Time Series Prediction (2017)Heterogeneous dynamical academic network for learning scientific impact propagation (2021)A review of scientific impact prediction: tasks, features and methods (2022)H2CGL: Modeling dynamics of citation network for impact prediction (2023)Prediction of citation counts for clinical articles at two years using data available within three weeks of publication: retrospective cohort study (2008)A Neural Citation Count Prediction Model based on Peer Review Text (2019)On modeling and predicting individual paper citation count over time (2016)Understanding the topic evolution of scientific literatures like an evolving city: Using Google Word2Vec model and spatial autocorrelation analysis (2019)
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References

  • 2007Unsupervised prediction of citation influences238 cited
  • 2011Citation count prediction179 cited
  • 2014Citation impact prediction for scientific papers using stepwise regression analysis152 cited
  • 2012Citation Prediction in Heterogeneous Bibliographic Networks133 cited
  • 2006Topic evolution and social interactions88 cited
  • 2007Estimating Number of Citations Using Author Reputation83 cited
  • 2009Predicting citation count ofBioinformaticspapers within four years of publication57 cited
  • 2008Models for predicting and explaining citation count of biomedical articles.56 cited
  • 2021HINTS: Citation Time Series Prediction for New Publications via Dynamic Heterogeneous Information Network Embedding33 cited
  • 2020Structured Citation Trend Prediction Using Graph Neural Networks28 cited
  • 2015Citation Prediction Using Diverse Features23 cited
  • 2020Paper Citation Count Prediction Based on Recurrent Neural Network with Gated Recurrent Unit20 cited
  • 2014Predicting Citation Counts for Academic Literature Using Graph Pattern Mining18 cited
  • 2020Longitudinal Citation Prediction using Temporal Graph Neural Networks17 cited
  • 2019CiteTracked: A Longitudinal Dataset of Peer Reviews and Citations.

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