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H2CGL: Modeling dynamics of citation network for impact prediction
16 references·1 citing·44 second hop
H2CGL: Modeling dynamics of citation network for impact prediction (2023)H2CGL: Modeling dynamics of citation netw…Papers and patents are becoming less disruptive over time (2023)Papers and patents are becomi…Slowed canonical progress in large fields of science (2021)Slowed canonical progress in …A deep-learning based citation count prediction model with paper metadata semantic features (2021)A deep-learning based citatio…S2ORC: The Semantic Scholar Open Research Corpus (2020)S2ORC: The Semantic Scholar O…Predicting the citation counts of individual papers via a BP neural network (2020)Predicting the citation count…Predicting citation counts based on deep neural network learning techniques (2019)Predicting citation counts ba…Quantifying the evolution of individual scientific impact (2016)Quantifying the evolution of …A Dynamic Network Measure of Technological Change (2016)A Dynamic Network Measure of …Citation impact prediction for scientific papers using stepwise regression analysis (2014)Citation impact prediction fo…Quantifying Long-Term Scientific Impact (2013)Quantifying Long-Term Scienti…Citation count prediction (2011)Citation count predictionOpen Access and Global Participation in Science (2009)Open Access and Global Partic…ArnetMiner (2008)ArnetMinerSleeping Beauties in science (2004)Sleeping Beauties in sciencePredictive aspects of a stochastic model for citation processes (1995)Predictive aspects of a stoch…Predicting citation counts based on deep neural network learning techniquesPredicting citation counts ba…Forecasting high-impact research topics via machine learning on evolving knowledge graphs (2025)Forecasting high-impact resea…An index to quantify an individual's scientific research output (2005)Does the h index have predictive power? (2007)Citation Prediction in Heterogeneous Bibliographic Networks (2012)To better stand on the shoulder of giants (2012)Free online availability substantially increases a paper's impact (2001)Do Open-Access Articles Have a Greater Research Impact? (2004)Citation Advantage of Open Access Articles (2006)Metaknowledge (2011)Open access versus subscription journals: a comparison of scientific impact (2012)The Open Innovation in Science research field: a collaborative conceptualisation approach (2020)The Structure of Scientific Revolutions (1963)The Structure of Scientific Revolutions. (1964)The Diversity–Innovation Paradox in Science (2020)An Evolutionary Theory of Economic Change. (1983)A Penny for Your Quotes: Patent Citations and the Value of Innovations (1990)Recombinant Uncertainty in Technological Search (2001)Large teams develop and small teams disrupt science and technology (2019)Women are credited less in science than men (2022)An Introduction to Statistical Modeling of Extreme Values (2001)The Increasing Dominance of Teams in Production of Knowledge (2007)Data-driven predictions in the science of science (2017)The science of science: From the perspective of complex systems (2017)The preeminence of ethnic diversity in scientific collaboration (2018)Co‐citation in the scientific literature: A new measure of the relationship between two documents (1973)HISTORIAE, History of Socio-Cultural Transformation as Linguistic Data Science. A Humanities Use Case (2019)Fact or Fiction: Verifying Scientific Claims (2020)scite: A smart citation index that displays the context of citations and classifies their intent using deep learning (2021)Quantifying large language model usage in scientific papers (2025)Judgment under Uncertainty: Heuristics and Biases (1974)Judgment under Uncertainty: Heuristics and Biases (1975)The Structure of Scientific Revolutions (2017)Flat teams drive scientific innovation (2022)Data, measurement and empirical methods in the science of science (2023)SciSciNet: A large-scale open data lake for the science of science research (2023)Technological Discontinuities and Organizational Environments (1986)Why Most Published Research Findings Are False (2005)Remote collaboration fuses fewer breakthrough ideas (2023)Serious Games and Gamification in Healthcare: A Meta-Review (2023)Artificial intelligence and illusions of understanding in scientific research (2024)Over-optimization of academic publishing metrics: observing Goodhart's Law in action (2019)Data and code for the essay "Recording scientific progress by its content": OpenAlex article counts (2016–2026) and Science Live replication outcomes (2022)Informetrics at the beginning of the 21st century—A review (2008)Trends and patterns in sustainable tourism research: a 25-year bibliometric analysis (2015)Bias against novelty in science: A cautionary tale for users of bibliometric indicators (2017)
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  • 2025Forecasting high-impact research topics via machine learning on evolving knowledge graphs13 cited