Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

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

Anticipating multi-technology convergence: a machine learning approach using patent information

16 references·16 citing·43 second hopsampled

FromToDepth

this work references cited by second hop· second hop is a sample of the most-cited connections

References

2001Recombinant Uncertainty in Technological Search2,891 cited
2009Value creation in innovation ecosystems: how the structure of technological interdependence affects firm performance in new technology generations2,647 cited
2006Match your innovation strategy to your innovation ecosystem.1,700 cited
2002Citations, family size, opposition and the value of patent rights1,510 cited
2001Technology as a complex adaptive system: evidence from patent data1,325 cited
2019Innovation ecosystems: A conceptual review and a new definition1,248 cited
2016Innovation ecosystems: A critical examination809 cited
1984Technical Change and Industrial Transformation794 cited
1987Patents as indicators of corporate technological strength689 cited
2010Patent indicators for monitoring convergence – examples from NFF and ICT363 cited
2012Prediction of emerging technologies based on analysis of the US patent citation network274 cited
2016Technology fusion: Identification and analysis of the drivers of technology convergence using patent data251 cited
1997Patent citation analysis: A policy analysis tool237 cited
2017Early identification of emerging technologies: A machine learning approach using multiple patent indicators230 cited

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

2009

Coevolutionary cycles of convergence: An extrapolation from the ICT industry

224 cited

2015Predicting the pattern of technology convergence using big-data technology on large-scale triadic patents223 cited

Cited by

2023Predicting and analyzing technology convergence for exploring technological opportunities in the smart health industry39 cited
2023Tracking and predicting technological knowledge interactions between artificial intelligence and wind power: Multimethod patent analysis38 cited
2024Predictive modeling for technology convergence: A patent data-driven approach through technology topic networks35 cited
2021An Approach to Construct Technological Convergence Networks Across Different IPC Hierarchies and Identify Key Technology Fields33 cited
2024From technology opportunities to solutions generation via patent analysis: Application of machine learning-based link prediction31 cited
2024Exploring the potentials of artificial intelligence towards carbon neutrality: Technological convergence forecasting through link prediction and community detection25 cited
2024Developing a supervised learning model for anticipating potential technology convergence between technology topics23 cited
2022Patent protection: does it promote or inhibit the patented technological knowledge diffusion?21 cited
2022Predicting Patent Quality Based on Machine Learning Approach20 cited
2022A Supervised Learning-Based Approach to Anticipating Potential Technology Convergence18 cited
2022Technology opportunity discovery based on patent analysis: a hybrid approach of subject-action-object and generative topographic mapping18 cited
2023Early discovery of emerging multi-technology convergence for analyzing technology opportunities from patent data: the case of smart health18 cited
2021Combining the Analysis of Vertical and Horizontal Technology Convergence: Insights From the Case of Urban Innovation17 cited
2023Identifying firm-specific technology opportunities from the perspective of competitors by using association rule mining17 cited
2023Analyzing Status Quo of Technology Fusion by Using Patents: A Global and Technical Assessment12 cited
2024A framework armed with node dynamics for predicting technology convergence12 cited