Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

Study · an open academic library·Metadata from OpenAlex (CC0)·Shelves·OpenAlex metadata, de-duplicated

Machine-learning-based deep semantic analysis approach for forecasting new technology convergence

13 references·16 citing·47 second hop

FromToDepth

this work references cited by second hop

References

1998The Relational View: Cooperative Strategy and Sources of Interorganizational Competitive Advantage9,956 cited
1998The Relational View: Cooperative Strategy and Sources of Interorganizational Competitive Advantage4,797 cited
2002The dynamics of product innovation and firm competences2,382 cited
2002When are technologies disruptive? a demand‐based view of the emergence of competition834 cited
2005When is an invention really radical?540 cited
2010Patent indicators for monitoring convergence – examples from NFF and ICT363 cited
1986Innovation and Entrepreneurship: Practices and Principles307 cited
2016Technology fusion: Identification and analysis of the drivers of technology convergence using patent data251 cited
2015Predicting the pattern of technology convergence using big-data technology on large-scale triadic patents223 cited
2012Patent citations as a tool for analysing the early stages of convergence220 cited
2014Novelty-focused patent mapping for technology opportunity analysis184 cited
2011Do Important Inventions Benefit from Knowledge Originating in Other Technological Domains?160 cited
2012A new instrument for technology monitoring: novelty in patents measured by semantic patent analysis143 cited

Cited by

2024PatentSBERTa: A deep NLP based hybrid model for patent distance and classification using augmented SBERT

Only edges whose both ends are imported exist here. Widen the year window, or show the whole map. Back to the work

120 cited

2022A text-embedding-based approach to measuring patent-to-patent technological similarity112 cited

2022Exploring new digital therapeutics technologies for psychiatric disorders using BERTopic and PatentSBERTa86 cited

2022The derived demand for advertising expenses and implications on sustainability: a comparative study using deep learning and traditional machine learning methods68 cited

2022Two-stage technology opportunity discovery for firm-level decision making: GCN-based link-prediction approach67 cited

2021Identifying the Technology Convergence Using Patent Text Information: A Graph Convolutional Networks (Gcn)-Based Approach61 cited

2021A doc2vec and local outlier factor approach to measuring the novelty of patents52 cited

2023Quantity or quality: The roles of technology and science convergence on firm innovation performance52 cited

2021Exploring the research landscape of convergence from a TIM perspective: A review and research agenda50 cited

2024The impact of digital-real integration on energy productivity under a multi-governance framework: The mediating role of AI and embodied technological progress47 cited

2023Predicting and analyzing technology convergence for exploring technological opportunities in the smart health industry39 cited

2024Predictive modeling for technology convergence: A patent data-driven approach through technology topic networks35 cited

2024From technology opportunities to solutions generation via patent analysis: Application of machine learning-based link prediction31 cited

2021Regional innovation capability from a technology-oriented perspective: An analysis at industry level30 cited

2022A patent-based approach to identifying potential technology opportunities realizable from a firm’s internal capabilities29 cited

2025Environmental pollution management effects of technological convergence between digital and real economy industries: A perspective of tripartite co-governance by company, government, and public29 cited