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Hotness prediction of scientific topics based on a bibliographic knowledge graph · Study

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ArticleHotness prediction of scientific topics based on a bibliographic knowledge graph

Chaoguang Huo2022

Article2022

Hotness prediction of scientific topics based on a bibliographic knowledge graph

Chaoguang Huo · Shutian Ma · Xiaozhong Liu

30 citations·0/0 files stored·Information Processing & Management

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scientometrics and bibliometrics research Complex Network Analysis Techniques Advanced Graph Neural Networks

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References

2018Science of science 2019Large teams develop and small teams disrupt science and technology 1976Citation influence for journal aggregates of scientific publications: Theory, with application to the literature of physics 2017The science of science: From the perspective of complex systems 2012Scholarly network similarities: How bibliographic coupling networks, citation networks, cocitation networks, topical networks, coauthorship networks, and coword networks relate to each other 2017Data-driven predictions in the science of science 2016Altmetrics: an analysis of the state-of-the-art in measuring research impact on social media 2019Increasing trend of scientists to switch between topics

Cited by

2023Leveraging online reviews for hotel demand forecasting: A deep learning approach 2023Collaboration prediction based on multilayer all-author tripartite citation networks: A case study of gene editing 2025Unraveling topic switching and innovation in science

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2023SciSciNet: A large-scale open data lake for the science of science researchother · 5 shared references 2023Data, measurement and empirical methods in the science of sciencearticle · 5 shared references 2015Author ranking based on personalized PageRankarticle · 5 shared references 2018Measuring the Impact of Topic Drift in Scholarly Networksother · 5 shared references 2020Scientific elite revisited: patterns of productivity, collaboration, authorship and impactarticle · 4 shared references 2021Fresh teams are associated with original and multidisciplinary researcharticle · 4 shared references

Details

Year2022

Typearticle

Published2022-05-18

VenueInformation Processing & Management

ISSN-L0020-0271

Languageen

Citations30

Files0 public / 0

Shelfscientometrics and bibliometrics research

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doi10.1016/j.ipm.2022.102980

openalex_workW4280638714

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