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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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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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.
Jingxian Gan, Yong Qi
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Evolution of CCUS Technologies Using LDA Topic Model and Derwent Patent Data [PDF]
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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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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TOPICS and Communities in the FIELD of patent analysis with SNA [PDF]
Proceedings of the 2015 International conference on Engineering Management, Engineering Education and Information Technology, 2015 SNA (Social Network Analysis) has been frequently used as a tool for patent analysis. This study analyzes the popular topics and communities in the field of patent analysis with SNA with publications included in Web of Science. This study reveals that (1) the research in the field of patent analysis has kept increasing in the last fifteen years; (2 ...
Jiajia Li, Tieju Ma
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THE SEER AND THE SEEN: A SURVEY OF TOPICS FOUND IN PALANTIR PATENTS
AoIR Selected Papers of Internet Research, 2021 Palantir is one of the most secretive technology firms in the US. The company supplies information technology (IT) solutions to governments, nonprofits, and corporations, focusing on data integration and surveillance services. To investigate Palantir’s opaque technology practices, this article presents findings from a topic modeling of Palantir patents
Andrew James Iliadis, Amelia Acker
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Latent Dirichlet Allocation Modeling for CPS Patent Topic Discovery
Proceedings of the 2018 International Conference on Industrial Enterprise and System Engineering (IcoIESE 2018), 2019 Usharani Hareesh Govindarajan +2 more
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Effects of Language and Topic Size in Patent IR: An Empirical Study [PDF]
, 2012 We revisit the effects that various characteristics of the topic documents have on the effectiveness of the systems for the task of finding prior art in the patent domain. In doing so, we provide the reader interested in approaching the domain a guide of the issues that need to be addressed in this context.
Florina Piroi, Mihai Lupu, Allan Hanbury
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Trends in the development of non-invasive technologies for assessing quality of seeds [PDF]
E3S Web of Conferences, 2021 The article presents studies on the use of non-invasive technologies to determine the quality of seeds of various crops. The authors analyzed patents on this topic.
Moskovskiy Maksim +3 more
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