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A Deep Learning Methodology for Citation Count Prediction with Large-scale Biblio-Features
13 references·3 citing·40 second hopsampled
A Deep Learning Methodology for Citation Count Prediction with Large-scale Biblio-Features (2019)A Deep Learning Methodology for Citation …Predicting citation counts based on deep neural network learning techniques (2019)Predicting citation counts ba…Science of science (2018)Science of sciencePredicting long-run citation counts for articles in top economics journals (2018)Predicting long-run citation …PePSI: Personalized Prediction of Scholars’ Impact in Heterogeneous Temporal Academic Networks (2018)PePSI: Personalized Predictio…The science of science: From the perspective of complex systems (2017)The science of science: From …Data-driven predictions in the science of science (2017)Data-driven predictions in th…Research assessment using early citation information (2016)Research assessment using ear…Can Scientific Impact Be Predicted? (2016)Can Scientific Impact Be Pred…A review of the literature on citation impact indicators (2016)A review of the literature on…Quantifying Long-Term Scientific Impact (2013)Quantifying Long-Term Scienti…To better stand on the shoulder of giants (2012)To better stand on the should…Predicting scientific success (2012)Predicting scientific successPredicting citation counts based on deep neural network learning techniquesPredicting citation counts ba…Article’s scientific prestige: Measuring the impact of individual articles in the web of science (2023)Article’s scientific prestige…Predicting the impact and publication date of individual scientists’ future papers (2022)Predicting the impact and pub…Investigating the impact of collaboration with authority authors: a case study of bibliographic data in field of philosophy (2021)Investigating the impact of c…An index to quantify an individual's scientific research output (2005)Systematic Review of the Empirical Evidence of Study Publication Bias and Outcome Reporting Bias (2008)Race, Ethnicity, and NIH Research Awards (2011)Publication metrics and success on the academic job market (2014)Early coauthorship with top scientists predicts success in academic careers (2019)The h-index is no longer an effective correlate of scientific reputation (2021)Earlier Web usage statistics as predictors of later citation impact (2006)Does the h index have predictive power? (2007)A Century of Science (2017)Standing on the shoulders of giants (2017)Detecting research topic trends by author-defined keyword frequency (2021)The Structure of Scientific Revolutions (1963)The Structure of Scientific Revolutions. (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)ArnetMiner (2008)Atypical Combinations and Scientific Impact (2013)Predicting Citation Count of Scientists as a Link Prediction Problem (2019)Early indicators of scientific impact: Predicting citations with altmetrics (2021)Early-career factors largely determine the future impact of prominent researchers: evidence across eight scientific fields (2023)The Self-Fulfilling Prophecy (1948)Networks of Scientific Papers (1965)Big Data's Disparate Impact (2014)The Dark Side of Information Proliferation (2018)Increasing trend of scientists to switch between topics (2019)Exploration and Exploitation in Organizational Learning (1991)Software survey: VOSviewer, a computer program for bibliometric mapping (2009)Hot streaks in artistic, cultural, and scientific careers (2018)pybliometrics: Scriptable bibliometrics using a Python interface to Scopus (2019)The Matthew Effect in Science (1968)The file drawer problem and tolerance for null results. (1979)Emerging Trends in the Social and Behavioral Sciences (2015)Historical comparison of gender inequality in scientific careers across countries and disciplines (2020)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)The Increasing Dominance of Teams in Production of Knowledge (2007)The journal coverage of Web of Science and Scopus: a comparative analysis (2015)Constructing bibliometric networks: A comparison between full and fractional counting (2016)Citations, Citation Indicators, and Research Quality: An Overview of Basic Concepts and Theories (2019)
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References

  • 2018Science of science1,494 cited
  • 2016A review of the literature on citation impact indicators1,344 cited
  • 2013Quantifying Long-Term Scientific Impact867 cited
  • 2017The science of science: From the perspective of complex systems414 cited
  • 2017Data-driven predictions in the science of science266 cited
  • 2012Predicting scientific success245 cited
  • n.d.Predicting citation counts based on deep neural network learning techniques124 cited
  • 2019Predicting citation counts based on deep neural network learning techniques117 cited
  • 2012To better stand on the shoulder of giants114 cited
  • 2016Can Scientific Impact Be Predicted?82 cited
  • 2018Predicting long-run citation counts for articles in top economics journals26 cited
  • 2016Research assessment using early citation information23 cited
  • 2018PePSI: Personalized Prediction of Scholars’ Impact in Heterogeneous Temporal Academic Networks21 cited

Cited by

  • 2023Article’s scientific prestige: Measuring the impact of individual articles in the web of science15 cited
  • 2021Investigating the impact of collaboration with authority authors: a case study of bibliographic data in field of philosophy

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10 cited
  • 2022Predicting the impact and publication date of individual scientists’ future papers10 cited