Detecting technological recombination using semantic analysis and dynamic network analysis

Computer network · Construct (python library) · Data mining · Data science · Domain (mathematical analysis) · Field (mathematics) · Identification (biology) · Network analysis · Process (computing) · Reliability (semiconductor) · Artificial Intelligence · Computer Science · Economic and Technological Innovation · Engineering · Innovation and Knowledge Management · Innovation Diffusion and Forecasting · Mathematics

• Technology opportunity prediction based on SAO representation learning

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• Recommending university-industry collaboration

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• Predicting missing links via local information

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• Measuring technological novelty with patent-based indicators

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• Link prediction in complex networks

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• A smart local moving algorithm for large-scale modularity-based community detection

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• Innovation in services

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• Node2vec

  Open Access•Aditya Grover, Jure Leskovec•Proceedings of the 22nd ACM…•2016

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• The meaning and use of the area under a receiver operating characteristic (ROC) curve.

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• Predicting future technological convergence patterns based on machine learning using link prediction

  Open Access•Joon Hyung Cho, Jungpyo Lee et al.•Scientometrics•2021

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• Identification of topic evolution

  Open Access•Lu Huang, Xiang Chen et al.•Scientometrics•2022

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• Measuring the interdisciplinarity of Information and Library Science interactions using citation analysis and semantic analysis

  Open Access•Lu Huang, Yijie Cai et al.•Scientometrics•2022

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• Tracking developments in artificial intelligence research

  Open Access•Na Liu, Philip Shapira et al.•Scientometrics•2021

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• Dynamic network analytics for recommending scientific collaborators

  Open Access•Lu Huang, Xiang Chen et al.•Scientometrics•2021

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• From technology opportunities to ideas generation via cross-cutting patent analysis

  Open Access•Zhenfeng Liu, Jian Feng et al.•Technological Forecasting and…•2023

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• Exploring the genetic basis of diseases through a heterogeneous bibliometric network

  Open Access•Mengjia Wu, Yi Zhang et al.•Technological Forecasting and…•2021

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• Development of technology opportunity analysis based on technology landscape by extending technology elements with Bert and TRIZ

  Open Access•Jinfeng Wang, Zhixin Zhang et al.•Technological Forecasting and…•2023

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• Academic landscape of Technological Forecasting and Social Change through citation network and topic analyses

  Open Access•Yuya Kajikawa, Cristian Mejía et al.•Technological Forecasting and…•2022

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• Combining topic modeling and SAO semantic analysis to identify technological opportunities of emerging technologies

  Open Access•Tingting Ma, Xiao Zhou et al.•Technological Forecasting and…•2021

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• Technological forecasting based on estimation of word embedding matrix using LSTM networks

  Open Access•Necip Gozuacik, Necip Gözüaçık et al.•Technological Forecasting and…•2023

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• Tracking the dynamics of co-word networks for emerging topic identification

  Open Access•Lu Huang, Xiang Chen et al.•Technological Forecasting and…•2021

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• Friends and neighbors on the Web

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