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Emilio Ferrara
PeerJ Author
405 Points

Contributions by role

Author 370
Preprint Author 35

Contributions by subject area

Science Policy
Computational Science
Data Science
Network Science and Online Social Networks
Social Computing
World Wide Web and Web Science
Data Mining and Machine Learning

Emilio Ferrara

PeerJ Author

Summary

Dr. Emilio Ferrara is a Computer Scientist at the USC Information Sciences Institute.

Ferrara's research interests include designing machine-learning systems to model and predict individual behavior in techno-social systems, characterize information diffusion and information campaigns, and predict crime and abuse in such environments.

He has held various visiting positions in institutions in Italy, Austria, and UK (2009-2012). Before joining USC in 2015, he was a Research Assistant Professor in the School of Informatics and Computing of Indiana University (2012-2015).

Ferrara holds a Ph.D. in Mathematics and Computer Science from the University of Messina (Italy), and has published over 60 articles on machine learning, network science, and social media, appeared in top venues including PNAS, Communications of the ACM, Physical Review Letters, and several ACM and IEEE transactions and conferences.

His research on social network abuse and crime prediction has been featured on the major news outlets (TIME, BBC, The New York Times, etc.) and tech magazines (MIT Technology Review, Vice, Mashable, New Scientist, etc).

Data Mining & Machine Learning Data Science Network Science & Online Social Networks Social Computing World Wide Web & Web Science

Past or current institution affiliations

Indiana University
University of Southern California

Work details

Computer Scientist

University of Southern California
Information Sciences Institute

Websites

  • Google Scholar

PeerJ Contributions

  • Articles 4
  • Preprints 1
December 5, 2024
Word embedding for social sciences: an interdisciplinary survey
Akira Matsui, Emilio Ferrara
https://doi.org/10.7717/peerj-cs.2562
September 15, 2021
The impact of peer review on the contribution potential of scientific papers
Akira Matsui, Emily Chen, Yunwen Wang, Emilio Ferrara
https://doi.org/10.7717/peerj.11999 PubMed 34616596
October 3, 2016
OSoMe: the IUNI observatory on social media
Clayton A. Davis, Giovanni Luca Ciampaglia, Luca Maria Aiello, Keychul Chung, Michael D. Conover, Emilio Ferrara, Alessandro Flammini, Geoffrey C. Fox, Xiaoming Gao, Bruno Gonçalves, Przemyslaw A. Grabowicz, Kibeom Hong, Pik-Mai Hui, Scott McCaulay, Karissa McKelvey, Mark R. Meiss, Snehal Patil, Chathuri Peli Kankanamalage, Valentin Pentchev, Judy Qiu, Jacob Ratkiewicz, Alex Rudnick, Benjamin Serrette, Prashant Shiralkar, Onur Varol, Lilian Weng, Tak-Lon Wu, Andrew J. Younge, Filippo Menczer
https://doi.org/10.7717/peerj-cs.87
September 30, 2015
Quantifying the effect of sentiment on information diffusion in social media
Emilio Ferrara, Zeyao Yang
https://doi.org/10.7717/peerj-cs.26
April 29, 2016 - Version: 1
OSoMe: The IUNI observatory on social media
Clayton A Davis, Giovanni Luca Ciampaglia, Luca Maria Aiello, Keychul Chung, Michael D Conover, Emilio Ferrara, Alessandro Flammini, Geoffrey C Fox, Xiaoming Gao, Bruno Gonçalves, Przemyslaw A Grabowicz, Kibeom Hong, Pik-Mai Hui, Scott McCaulay, Karissa McKelvey, Mark R Meiss, Snehal Patil, Chathuri Peli Kankanamalage, Valentin Pentchev, Judy Qiu, Jacob Ratkiewicz, Alex Rudnick, Benjamin Serrette, Prashant Shiralkar, Onur Varol, Lilian Weng, Tak-Lon Wu, Andrew J Younge, Filippo Menczer
https://doi.org/10.7287/peerj.preprints.2008v1