Biography:Roberta Sinatra

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Short description: Computer and data scientist
Roberta Sinatra
Alma materUniversity of Catania
Scientific career
ThesisHigh-order markov chains in complex networks: models and applications (2012)

Roberta Sinatra[1] is an Italian scientist and associate professor at the IT University of Copenhagen. She is known for her work in network science and conducts research on quantifying success in science.

Early life and education

Sinatra received her undergraduate degree from the University of Catania in 2005. She received her M.Sc. in theoretical physics from the same university in 2007 and, in 2008, an M.Sc. (Eccellenza Specialistica) from the Scuola superiore di Catania.[2] She went on to earn a Ph.D in physics from the University of Catania in 2012, working with Vito Latora and Jesús Gómez-Gardeñes.[3] She then held postdoctoral and associate research scientist positions at Northeastern University and Dana Farber Cancer Institute. She joined IT University of Copenhagen in 2019.[2]

Research and career

Sinatra is known for her research on the social determinants of success, using large-scale data sets and methods from statistical physics, machine learning and network science.[4] Her early work was on cooperation in games.[5] She has subsequently quantified performance and success in scientific and creative careers,[6][7][8] as well as in art and culture.[9][10] Through her research, she addressed gender inequality in academic publishing[11][12] and the importance of luck in success.[8][13]

Selected publications

Awards and honors

In 2017 she was named a fellow of the Institute for Scientific Interchange.[14][15] In 2020 Sinatra received a Junior Scientific Award from the Complex System Society, for "pioneer contributions to the science of science and success, having had an impact in multiple fields, from network science to computational social science and scientometrics".[16][17]

References

  1. ↑ "Roberta Sinatra – Associate Professor @ ITU Copenhagen" (in en-US). https://www.robertasinatra.com/. 
  2. ↑ 2.0 2.1 "Bio – Roberta Sinatra" (in en-US). https://www.robertasinatra.com/bio/. 
  3. ↑ "High-order markov chains in complex networks: models and applications" (in it). https://123dok.org/document/rz31e68y-high-order-markov-chains-complex-networks-models-applications.html. 
  4. ↑ Fortunato, Santo; Bergstrom, Carl T.; Börner, Katy; Evans, James A.; Helbing, Dirk; Milojević, Staša; Petersen, Alexander M.; Radicchi, Filippo et al. (March 2, 2018). "Science of science". Science 359 (6379): eaao0185. doi:10.1126/science.aao0185. PMID 29496846. 
  5. ↑ Sinatra, R; Iranzo, J; Gómez-Gardeñes, J; Floría, L M; Latora, V; Moreno, Y (September 21, 2009). "The Ultimatum Game in complex networks" (in en). Journal of Statistical Mechanics: Theory and Experiment 2009 (9): P09012. doi:10.1088/1742-5468/2009/09/p09012. ISSN 1742-5468. Bibcode: 2009JSMTE..09..012S. http://doi.org/10.1088/1742-5468/2009/09/P09012. 
  6. ↑ Sinatra, Roberta; Wang, Dashun; Deville, Pierre; Song, Chaoming; Barabási, Albert-László (November 4, 2016). "Quantifying the evolution of individual scientific impact". Science 354 (6312): aaf5239. doi:10.1126/science.aaf5239. PMID 27811240. https://www.science.org/doi/10.1126/science.aaf5239. 
  7. ↑ Deville, Pierre; Wang, Dashun; Sinatra, Roberta; Song, Chaoming; Blondel, Vincent D.; Barabási, Albert-László (April 24, 2014). "Career on the Move: Geography, Stratification and Scientific Impact" (in en). Scientific Reports 4 (1): 4770. doi:10.1038/srep04770. ISSN 2045-2322. PMID 24759743. Bibcode: 2014NatSR...4E4770D. 
  8. ↑ 8.0 8.1 Janosov, Milán; Battiston, Federico; Sinatra, Roberta (December 2020). "Success and luck in creative careers" (in en). EPJ Data Science 9 (1): 1–12. doi:10.1140/epjds/s13688-020-00227-w. ISSN 2193-1127. 
  9. ↑ Fraiberger, Samuel P.; Sinatra, Roberta; Resch, Magnus; Riedl, Christoph; Barabási, Albert-László (November 16, 2018). "Quantifying reputation and success in art". Science 362 (6416): 825–829. doi:10.1126/science.aau7224. PMID 30409804. Bibcode: 2018Sci...362..825F. https://www.science.org/doi/10.1126/science.aau7224. 
  10. ↑ Liu, Lu; Wang, Yang; Sinatra, Roberta; Giles, C. Lee; Song, Chaoming; Wang, Dashun (July 2018). "Hot streaks in artistic, cultural, and scientific careers" (in en). Nature 559 (7714): 396–399. doi:10.1038/s41586-018-0315-8. ISSN 1476-4687. PMID 29995850. Bibcode: 2018Natur.559..396L. https://www.nature.com/articles/s41586-018-0315-8. 
  11. ↑ Huang, Junming; Gates, Alexander J.; Sinatra, Roberta; Barabási, Albert-László (March 3, 2020). "Historical comparison of gender inequality in scientific careers across countries and disciplines" (in en). Proceedings of the National Academy of Sciences 117 (9): 4609–4616. doi:10.1073/pnas.1914221117. ISSN 0027-8424. PMID 32071248. Bibcode: 2020PNAS..117.4609H. 
  12. ↑ Elfman, Lois (2020-02-24). "Study: Gender Inequality Persists in Science Careers and Publishing" (in en-us). https://www.diverseeducation.com/latest-news/article/15106335/study-gender-inequality-persists-in-science-careers-and-publishing. 
  13. ↑ Lu, Donna (September 26, 2019). "Around half of your chances of career success comes down to sheer luck" (in en-US). https://www.newscientist.com/article/2217628-around-half-of-your-chances-of-career-success-comes-down-to-sheer-luck/. 
  14. ↑ "Sinatra Awarded ISI Fellowship | Department of Network and Data Science". https://networkdatascience.ceu.edu/article/2017-10-31/sinatra-awarded-isi-fellowship. 
  15. ↑ "Roberta Sinatra". https://isi.it/en/people/roberta-sinatra. 
  16. ↑ "CSS Awards". https://cssociety.org/community/css-awards. 
  17. ↑ misz. "Roberta Sinatra receives CSS award | NEtwoRks, Data, and Society (NERDS)" (in en-US). https://nerds.itu.dk/2020/12/11/roberta-sinatra-receives-css-award/. 

External links



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