Information spreading in complex networks

• Grant number: 16/25682-5
• Support Opportunities: Regular Research Grants
• Start date: April 01, 2017
• End date: March 31, 2019
• Field of knowledge: Physical Sciences and Mathematics - Physics
• Principal Investigator: Francisco Aparecido Rodrigues
• Grantee: Francisco Aparecido Rodrigues
• Host Institution: Instituto de Ciências Matemáticas e de Computação (ICMC). Universidade de São Paulo (USP). São Carlos , SP, Brazil
• Associated research grant(s): 17/50144-0 - Dynamical processes on multilayer and dynamic networks, AP.R SPRINT

Abstract

Epidemic spreading can follow different routes, which can be mapped as layers in social networks. A great challenge in computational epidemics todays is to determine how the structure of the network influences the propagation. In this project, we aim at applying statistical inference methods for quantification of which network properties most influence the propagation of disease and rumors. In addition, we will model the social organization as made up by several layers. Finally, we will study how awareness influences the propagation of an infectious agent. These studies will contribute for developing new methods for epidemic forecasting and control. (AU)

Scientific publications

(21)

(References retrieved automatically from Web of Science and SciELO through information on FAPESP grants and their corresponding numbers as mentioned in the publications by the authors)

PERON, THOMAS; DE RESENDE, BRUNO MESSIAS F.; MATA, ANGELICA S.; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Onset of synchronization of Kuramoto oscillators in scale-free networks. Physical Review E, v. 100, n. 4, OCT 8 2019. (16/25682-5, 13/07375-0, 16/23827-6, 18/15589-3)

GOMES, PAULO F.; REIA, SANDRO M.; RODRIGUES, FRANCISCO A.; FONTANARI, JOSE F.. Mobility helps problem-solving systems to avoid groupthink. Physical Review E, v. 99, n. 3, MAR 6 2019. (17/23288-0, 13/07375-0, 15/17277-0, 16/25682-5)

COZZO, EMANUELE; DE ARRUDA, GUILHERME FERRAZ; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Layer degradation triggers an abrupt structural transition in multiplex networks. Physical Review E, v. 100, n. 1, JUL 25 2019. (16/25682-5, 13/07375-0, 12/25219-2, 15/07463-1)

SILVA, DIOGO H.; RODRIGUES, FRANCISCO A.; FERREIRA, SILVIO C.. High prevalence regimes in the pair-quenched mean-field theory for the susceptible-infected-susceptible model on networks. Physical Review E, v. 102, n. 1, JUL 23 2020. (16/25682-5, 13/07375-0)

ALVES, LUIZ G. A.; MANGIONI, GIUSEPPE; RODRIGUES, FRANCISCO A.; PANZARASA, PIETRO; MORENO, YAMIR. Unfolding the Complexity of the Global Value Chain: Strength and Entropy in the Single-Layer, Multiplex, and Multi-Layer International Trade Networks. Entropy, v. 20, n. 12, DEC 2018. (13/07375-0, 16/16987-7, 16/25682-5)

PERON, THOMAS K. D. M.; JI, PENG; KURTHS, JUERGEN; RODRIGUES, FRANCISCO A.. Spectra of random networks in the weak clustering regime. EPL, v. 121, n. 6, MAR 2018. (13/07375-0, 16/23827-6, 16/25682-5)

MELLO, MARCO A. R.; FELIX, GABRIEL M.; PINHEIRO, RAFAEL B. P.; MUYLAERT, RENATA L.; GEISELMAN, CULLEN; SANTANA, SHARLENE E.; TSCHAPKA, MARCO; LOTFI, NASTARAN; RODRIGUES, FRANCISCO A.; STEVENS, RICHARD D.. Insights into the assembly rules of a continent-wide multilayer network. NATURE ECOLOGY & EVOLUTION, v. 3, n. 11, p. 1525-1532, NOV 2019. (15/17739-4, 17/50144-0, 18/20695-7, 16/25682-5)

PERON, THOMAS; EROGLU, DENIZ; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Collective dynamics of random Janus oscillator networks. PHYSICAL REVIEW RESEARCH, v. 2, n. 1, MAR 4 2020. (16/25682-5, 16/23827-6, 18/15589-3, 13/07375-0)

VENTURA DA SILVA, PAULO CESAR; VELASQUEZ-ROJAS, FATIMA; CONNAUGHTON, COLM; VAZQUEZ, FEDERICO; MORENO, YAMIR; RODRIGUES, FRANCISCO A.. Epidemic spreading with awareness and different timescales in multiplex networks. PHYSICAL REVIEW E, v. 100, n. 3, p. 11-pg., 2019-09-24. (15/50122-0, 16/24555-0, 13/07375-0, 17/50144-0, 16/25682-5)

PERON, THOMAS; DE RESENDE, BRUNO MESSIAS F.; MATA, ANGELICA S.; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Onset of synchronization of Kuramoto oscillators in scale-free networks. PHYSICAL REVIEW E, v. 100, n. 4, p. 8-pg., 2019-10-08. (18/15589-3, 16/25682-5, 13/07375-0, 16/23827-6)

ALVES, LUIZ G. A.; MANGIONI, GIUSEPPE; CINGOLANI, ISABELLA; RODRIGUES, FRANCISCO APARECIDO; PANZARASA, PIETRO; MORENO, YAMIR. The nested structural organization of the worldwide trade multi-layer network. SCIENTIFIC REPORTS, v. 9, FEB 27 2019. (13/07375-0, 16/16987-7, 16/25682-5)

ALVES, LUIZ G. A.; ALETA, ALBERTO; RODRIGUES, FRANCISCO A.; MORENO, YAMIR; AMARAL, LUIS A. NUNES. Centrality anomalies in complex networks as a result of model over-simplification. NEW JOURNAL OF PHYSICS, v. 22, n. 1, JAN 2020. (16/25682-5, 13/07375-0)

PERON, THOMAS; DE RESENDE, BRUNO MESSIAS F.; RODRIGUES, FRANCISCO A.; COSTA, LUCIANO DA F.; MENDEZ-BERMUDEZ, J. A.. Spacing ratio characterization of the spectra of directed random networks. Physical Review E, v. 102, n. 6, DEC 10 2020. (13/07375-0, 16/23827-6, 15/22308-2, 19/06931-2, 16/25682-5)

VENTURA DA SILVA, PAULO CESAR; VELASQUEZ-ROJAS, FATIMA; CONNAUGHTON, COLM; VAZQUEZ, FEDERICO; MORENO, YAMIR; RODRIGUES, FRANCISCO A.. Epidemic spreading with awareness and different timescales in multiplex networks. Physical Review E, v. 100, n. 3, SEP 24 2019. (16/24555-0, 16/25682-5, 13/07375-0, 17/50144-0, 15/50122-0)

DE ARRUDA, GUILHERME FERRAZ; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Fundamentals of spreading processes in single and multilayer complex networks. PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, v. 756, p. 1-59, OCT 5 2018. (13/07375-0, 12/25219-2, 16/25682-5)

DE ARRUDA, GUILHERME FERRAZ; RODRIGUES, FRANCISCO APARECIDO; RODRIGUEZ, PABLO MARTIN; COZZO, EMANUELE; MORENO, YAMIR. A general Markov chain approach for disease and rumour spreading in complex networks. JOURNAL OF COMPLEX NETWORKS, v. 6, n. 2, p. 215-242, APR 2018. (15/07463-1, 12/25219-2, 16/11648-0, 15/03868-7, 16/25682-5)

ALVES, LUIZ G. A.; RIBEIRO, V, HAROLDO; RODRIGUES, FRANCISCO A.. Crime prediction through urban metrics and statistical learning. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, v. 505, p. 435-443, SEP 1 2018. (13/07375-0, 16/16987-7, 16/25682-5)

PERON, THOMAS; DE RESENDE, BRUNO MESSIAS F.; RODRIGUES, FRANCISCO A.; COSTA, LUCIANO DA F.; MENDEZ-BERMUDEZ, J. A.. Spacing ratio characterization of the spectra of directed random networks. PHYSICAL REVIEW E, v. 102, n. 6, p. 9-pg., 2020-12-10. (19/06931-2, 16/25682-5, 16/23827-6, 13/07375-0, 15/22308-2)

SILVA, DIOGO H.; RODRIGUES, FRANCISCO A.; FERREIRA, SILVIO C.. High prevalence regimes in the pair-quenched mean-field theory for the susceptible-infected-susceptible model on networks. PHYSICAL REVIEW E, v. 102, n. 1, p. 9-pg., 2020-07-23. (16/25682-5, 13/07375-0)

GOMES, PAULO F.; REIA, SANDRO M.; RODRIGUES, FRANCISCO A.; FONTANARI, JOSE F.. Mobility helps problem-solving systems to avoid groupthink. PHYSICAL REVIEW E, v. 99, n. 3, p. 10-pg., 2019-03-06. (17/23288-0, 16/25682-5, 13/07375-0, 15/17277-0)

COZZO, EMANUELE; DE ARRUDA, GUILHERME FERRAZ; RODRIGUES, FRANCISCO A.; MORENO, YAMIR. Layer degradation triggers an abrupt structural transition in multiplex networks. PHYSICAL REVIEW E, v. 100, n. 1, p. 7-pg., 2019-07-25. (16/25682-5, 13/07375-0, 12/25219-2, 15/07463-1)