Citation map · Study

SZodixStudyAcademic Library

Shelves Open access

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

Combining natural language processing techniques and algorithms LSA, word2vec and WMD for technological forecasting and similarity analysis in patent documents

12 references·2 citing·58 second hopsampled

FromToDepth

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

References

2017Text matching to measure patent similarity263 cited
2018The state-of-the-art on Intellectual Property Analytics (IPA): A literature review on artificial intelligence, machine learning and deep learning methods for analysing intellectual property (IP) data231 cited
2015Forecasting technology success based on patent data168 cited
2017Applying LSA text mining technique in envisioning social impacts of emerging technologies: The case of drone technology123 cited
2003Patinformatics: Tasks to tools107 cited
2018Photovoltaic technologies: Mapping from patent analysis98 cited
2020Navigating a product landscape for technology opportunity analysis: A word2vec approach using an integrated patent-product database93 cited
2018Exploring Technological Trends in Logistics: Topic Modeling-Based Patent Analysis75 cited
2021Blockchain technology forecasting by patent analytics and text mining67 cited
2014Exploring potential R&D collaboration partners through patent analysis based on bibliographic coupling and latent semantic analysis61 cited
2017Visual patent trend analysis for informed decision making in technology management28 cited
2020Recent Development Trend of Blockchain Technologies: A Patent Analysis25 cited

Cited by

2023The Climate of Innovation: AI’s Growing Influence in Weather Prediction Patents and Its Future Prospects8 cited

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

2024How China's eco-innovation technology transfer changes: A semantic association-based natural language processing method to analyze Chinese eco-innovation patents6 cited