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Technology opportunity analysis based on recombinant search: patent landscape analysis for idea generation

16 references·16 citing·34 second hopsampled

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References

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2005

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When is an invention really radical?

540 cited

Cited by

2020Technology opportunity discovery based on constructing, evaluating, and searching knowledge networks54 cited
2021A doc2vec and local outlier factor approach to measuring the novelty of patents52 cited
2021Anticipating multi-technology convergence: a machine learning approach using patent information52 cited
2023Development of technology opportunity analysis based on technology landscape by extending technology elements with BERT and TRIZ50 cited
2022Exploring a technology ecology for technology opportunity discovery: A link prediction approach using heterogeneous knowledge graphs48 cited
2023Measuring the novelty of scientific publications: A fastText and local outlier factor approach41 cited
2019Discovering Technology Opportunity by Keyword-Based Patent Analysis: A Hybrid Approach of Morphology Analysis and USIT39 cited
2023Identifying technology opportunity using SAO semantic mining and outlier detection method: A case of triboelectric nanogenerator technology38 cited
2024Predictive modeling for technology convergence: A patent data-driven approach through technology topic networks35 cited
2022A patent-based approach to identifying potential technology opportunities realizable from a firm’s internal capabilities29 cited
2023A General Methodology for Technology Opportunity Discovery Based on Opportunity Evaluation and Optimization20 cited
2023Early discovery of emerging multi-technology convergence for analyzing technology opportunities from patent data: the case of smart health18 cited
2023Towards firm-specific technology opportunities: A rule-based machine learning approach to technology portfolio analysis17 cited
2022Data-driven Product Functional Configuration: Patent Data and Hypergraph15 cited
2022Organization-oriented technology opportunities analysis based on predicting patent networks: a case of Alzheimer’s disease14 cited
2024Discovering technology opportunities of latecomers based on RGNN and patent data: The example of Huawei in self-driving vehicle industry13 cited