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Exploring science-technology linkages: A deep learning-empowered solution · Study

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ArticleExploring science-technology linkages: A deep learning-empowered solution

Xiang Chen2022

Article2022

Exploring science-technology linkages: A deep learning-empowered solution

Xiang Chen · Peifeng Ye · Lu Huang · Chang‐Tian Wang · Yijie Cai · Lijie Deng +1 more

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

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scientometrics and bibliometrics research Topic Modeling Intellectual Property and Patents

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References

1983From translations to problematic networks: An introduction to co-word analysis 1997The increasing linkage between U.S. technology and public science 2019GeoAI: spatially explicit artificial intelligence techniques for geographic knowledge discovery and beyond 2020Natural language processing (NLP) in management research: A literature review 2005Innovation speed: Transferring university technology to market 2016Measuring technological novelty with patent-based indicators 2021Automation of systematic literature reviews: A systematic literature review 2018Multimodal Speech Emotion Recognition Using Audio and Text

Cited by

2024A co-citation approach to the analysis on the interaction between scientific and technological knowledge 2023Detecting technological recombination using semantic analysis and dynamic network analysis 2024Does science disrupt technology? Examining science intensity, novelty, and recency through patent-paper citations in the pharmaceutical field 2024Early identification of breakthrough technologies: Insights from science-driven innovations 2023

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2021A novel approach to measuring science-technology linkage: From the perspective of knowledge network couplingarticle · 10 shared references 2022Integrative model for discovering linked topics in science and technologyarticle · 10 shared references 2023Knowledge convergence of science and technology in patent inventionsarticle · 8 shared references 2024Does science disrupt technology? Examining science intensity, novelty, and recency through patent-paper citations in the pharmaceutical fieldarticle · 8 shared references 2022Identification of topic evolution: network analytics with piecewise linear representation and word embeddingarticle · 7 shared references 2020Technological impact of biomedical research: The role of basicness and noveltyarticle · 6 shared references

Details

Year2022

Typearticle

Published2022-12-21

VenueInformation Processing & Management

ISSN-L0020-0271

Languageen

Citations37

Files0 public / 0

Shelfscientometrics and bibliometrics research

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doi10.1016/j.ipm.2022.103255

openalex_workW4313420643

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A network coupling approach to detecting hierarchical linkages between science and technology

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2025Beyond boundaries: Exploring the interaction between science and technology in fusion knowledge communities