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Zhang, Y., Zhang, G., Chen, H., Porter, A. L., Zhu, D., & Lu, J. (2016). Topic analysis and forecasting for science, technology and innovation: Methodology with a case study focusing on big data research. Technological forecasting and social change, 105, 179-191.
Zhang, Yi, et al. "Topic analysis and forecasting for science, technology and innovation: Methodology with a case study focusing on big data research." Technological forecasting and social change 105 (2016): 179-191.
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Y Zhang, G Zhang, H Chen, AL Porter, D Zhu… - Technological forecasting …, 2016 - Elsevier

Topic analysis and forecasting for science, technology and innovation: Methodology with a case study focusing on big data research.

NSF Scholarships in Science, Technology, Engineering, and Mathematics AND Program Evaluation

Chen, Porter, Zhang, Zhang

GSID: z-hhEOIXK6IJ

Excerpt

The number and extent of current Science, Technology & Innovation topics are changing all the time, and their induced accumulative innovation, or even disruptive revolution, will heavily influence the whole of society in the near future. By addressing and predicting these changes, this paper proposes an analytic method to (1) cluster associated terms and phrases to constitute meaningful technological topics and their interactions, and (2) identify changing topical emphases. Our results are carried forward to present mechanisms that …

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