Innovation Topic Analysis of Technology: The Case of Augmented Reality Patents
IEEE Access, 2018 Innovation topics within a technology can be defined as generalized technical subjects that the technology desires to develop or improve. Since innovation topics act as a driving force for technical innovation, monitoring such concepts is necessary for ...
Hayoung Choi +3 more
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Congenital disorders of glycosylation: narration of a story through its patents
Orphanet Journal of Rare Diseases, 2023 Congenital disorders of glycosylation are a group of more than 160 rare genetic defects in protein and lipid glycosylation. Since the first clinical report in 1980 of PMM2-CDG, the most common CDG worldwide, research made great strides, but nearly all of
Maria Monticelli +5 more
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Knowledge flows from science to AI technology: Identifying core and brokerage technological roles. [PDF]
PLoS ONEThe rapid advancement of artificial intelligence (AI) technologies has not only driven convergence with diverse technological domains but also swiftly spread across various industrial sectors.
Seokhui Lee +4 more
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Sporting a virtual future: exploring sports and virtual reality patents using deep learning-based analysis [PDF]
PeerJ Computer ScienceWe investigate the convergence of sports and emerging technologies from the Fourth Industrial Revolution, with a focus on virtual reality (VR) applications.
Jea Woog Lee +4 more
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Topic analysis on publications and patents toward fully automated translational science benefits model impact extraction [PDF]
Frontiers in Research Metrics and AnalyticsBackgroundThe Clinical and Translational Science Award (CTSA) program, funded by the National Center for Advancing Translational Sciences (NCATS), has supported over 65 hubs, generating 118,490 publications from 2006 to 2021.
Tejaswini Manjunath +5 more
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Evolution of CCUS Technologies Using LDA Topic Model and Derwent Patent Data
Energies, 2023 Carbon capture, utilization, and storage (CCUS) technology is considered an effective way to reduce greenhouse gases, such as carbon dioxide (CO2), which is significant for achieving carbon neutrality.
Liangchao Huang +4 more
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Identifying the trends in wound-healing patents for successful investment strategies. [PDF]
PLoS ONE, 2017 BACKGROUND:Recently, the need for rapid wound-healing has significantly increased because of the increasing number of patients who are diagnosed with diabetes and obesity.
Jae Ha Gwak, So Young Sohn
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Selection of the Optimal Number of Topics for LDA Topic Model—Taking Patent Policy Analysis as an Example [PDF]
Entropy, 2021 This study constructs a comprehensive index to effectively judge the optimal number of topics in the LDA topic model. Based on the requirements for selecting the number of topics, a comprehensive judgment index of perplexity, isolation, stability, and coincidence is constructed to select the number of topics.
Gan, Jingxian, Qi, Yong
openaire +3 more sources
Large-scale text analysis using generative language models: A case study in discovering public value expressions in AI patents [PDF]
Quantitative Science Studies, 2023 We put forward a novel approach using a generative language model (GPT-4) to produce labels and rationales for large-scale text analysis. The approach is used to discover public value expressions in patents. Using text (5.4 million sentences) for 154,934
Sergio Pelaez +3 more
semanticscholar +1 more source
Symmetry, 2021 Tracking scientific and technological (S&T) research hotspots can help scholars to grasp the status of current research and develop regular patterns in the field over time.
Jinli Wang +3 more
semanticscholar +1 more source