Topics emerged in the biomedical field and their characteristics
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DOI: 10.1016/j.techfore.2021.121218
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- Xu, Shuo & Hao, Liyuan & Yang, Guancan & Lu, Kun & An, Xin, 2021. "A topic models based framework for detecting and forecasting emerging technologies," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
- Kyebambe, Moses Ntanda & Cheng, Ge & Huang, Yunqing & He, Chunhui & Zhang, Zhenyu, 2017. "Forecasting emerging technologies: A supervised learning approach through patent analysis," Technological Forecasting and Social Change, Elsevier, vol. 125(C), pages 236-244.
- Lee, Changyong & Kwon, Ohjin & Kim, Myeongjung & Kwon, Daeil, 2018. "Early identification of emerging technologies: A machine learning approach using multiple patent indicators," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 291-303.
- Shuo Xu & Liyuan Hao & Xin An & Hongshen Pang & Ting Li, 2020. "Review on emerging research topics with key-route main path analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 122(1), pages 607-624, January.
- Hanning Guo & Scott Weingart & Katy Börner, 2011. "Mixed-indicators model for identifying emerging research areas," Scientometrics, Springer;Akadémiai Kiadó, vol. 89(1), pages 421-435, October.
- Sámuel G Balogh & Dániel Zagyva & Péter Pollner & Gergely Palla, 2019. "Time evolution of the hierarchical networks between PubMed MeSH terms," PLOS ONE, Public Library of Science, vol. 14(8), pages 1-15, August.
- Small, Henry & Boyack, Kevin W. & Klavans, Richard, 2014. "Identifying emerging topics in science and technology," Research Policy, Elsevier, vol. 43(8), pages 1450-1467.
- Rotolo, Daniele & Hicks, Diana & Martin, Ben R., 2015.
"What is an emerging technology?,"
Research Policy, Elsevier, vol. 44(10), pages 1827-1843.
- Daniele Rotolo & Diana Hicks & Ben Martin, 2015. "What is an emerging technology?," SPRU Working Paper Series 2015-06, SPRU - Science Policy Research Unit, University of Sussex Business School.
- Chaomei Chen, 2006. "CiteSpace II: Detecting and visualizing emerging trends and transient patterns in scientific literature," Journal of the American Society for Information Science and Technology, Association for Information Science & Technology, vol. 57(3), pages 359-377, February.
- Henry Small, 1973. "Co‐citation in the scientific literature: A new measure of the relationship between two documents," Journal of the American Society for Information Science, Association for Information Science & Technology, vol. 24(4), pages 265-269, July.
- S. Phineas Upham & Henry Small, 2010. "Emerging research fronts in science and technology: patterns of new knowledge development," Scientometrics, Springer;Akadémiai Kiadó, vol. 83(1), pages 15-38, April.
- Kathy McKeown & Hal Daume III & Snigdha Chaturvedi & John Paparrizos & Kapil Thadani & Pablo Barrio & Or Biran & Suvarna Bothe & Michael Collins & Kenneth R. Fleischmann & Luis Gravano & Rahul Jha & B, 2016. "Predicting the impact of scientific concepts using full-text features," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 67(11), pages 2684-2696, November.
- Samira Ranaei & Arho Suominen & Alan Porter & Stephen Carley, 2020. "Evaluating technological emergence using text analytics: two case technologies and three approaches," Scientometrics, Springer;Akadémiai Kiadó, vol. 122(1), pages 215-247, January.
- Porter, Alan L. & Garner, Jon & Carley, Stephen F. & Newman, Nils C., 2019. "Emergence scoring to identify frontier R&D topics and key players," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 628-643.
- Qi Wang, 2018. "A bibliometric model for identifying emerging research topics," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 69(2), pages 290-304, February.
- Richard Klavans & Kevin W Boyack & Dewey A Murdick, 2020. "A novel approach to predicting exceptional growth in research," PLOS ONE, Public Library of Science, vol. 15(9), pages 1-24, September.
- Stephen F. Carley & Nils C. Newman & Alan L. Porter & Jon G. Garner, 2018. "An indicator of technical emergence," Scientometrics, Springer;Akadémiai Kiadó, vol. 115(1), pages 35-49, April.
- Ryosuke L. Ohniwa & Aiko Hibino & Kunio Takeyasu, 2010. "Trends in research foci in life science fields over the last 30 years monitored by emerging topics," Scientometrics, Springer;Akadémiai Kiadó, vol. 85(1), pages 111-127, October.
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Keywords
Emerging topic prediction; Topic characteristics; Domain-specific analysis;All these keywords.
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