Delineating development trends of nanotechnology in the semiconductor industry: Focusing on the relationship between science and technology by employing structural topic model |
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| Affiliation: | 1. Department of Internal Medicine, Uzhhorod National University, Uzhhorod, Ukraine;2. Department of Research, California Institute of Behavioral Neurosciences and Psychology, Fairfield, CA;3. Department of Research and Academic Affairs, Larkin Health System, South Miami, Florida;4. Department of Internal Medicine, NYU Langone Long Island Community Hospital;5. Department of Internal Medicine, Fortis Escorts Hospital, Faridabad, Haryana, India;6. Department of Cardiology, Fortis Escorts Hospital, Faridabad, Haryana, India;1. Department of Cardiology, Zhoushan Hospital of Traditional Chinese Medicine Affiliated to Zhejiang Chinese Medical University, Zhoushan 316000, China;2. Department of Pharmacy, Zhoushan Hospital of Traditional Chinese Medicine Affiliated to Zhejiang Chinese Medical University, Zhoushan 316000, China;3. Internal Medicine of Integrated Traditional Chinese and Western Medicine, Zhoushan Hospital of Traditional Chinese Medicine Affiliated to Zhejiang Chinese Medical University, Zhoushan 316000, China;4. Intensive Care Unit, Zhoushan Hospital of Traditional Chinese Medicine Affiliated to Zhejiang Chinese Medical University, Zhoushan 316000, China;5. Medical Research Center, Zhoushan Hospital of Traditional Chinese Medicine Affiliated to Zhejiang Chinese Medical University, Zhoushan 316000, China |
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| Abstract: | The bibliometrics research on nanotechnology highlights close interrelationships between scientific and technological activities (S&T) in the field of nanotechnology. Notwithstanding abundant empirical evidence on the mutual relations between S&T, the dynamics of the relationship from a contextual perspective have gained relatively little attention. Accordingly, our understanding of how science- and technology-oriented nanotechnology identifies development opportunities from each other is still at a nascent stage. To address this gap, by focusing on nanotechnology in the semiconductor industry, we use structural topic model to empirically explore the dynamic interrelationships between science- and technology-oriented nanotechnology. We empirically delineate the dynamic development trends in the context of the interrelationships between S&T and demonstrate how development opportunities are identified from each other. These findings show a new window of opportunities for how state-of-the-art models for semantic analysis can be used in the literature on S&T interrelationships. |
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| Keywords: | Nanotechnology Science-oriented nanotechnology Technology-oriented nanotechnology S&T interrelationships Development opportunities Structural topic model |
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