Social physics

M Jusup, P Holme, K Kanazawa, M Takayasu, I Romić… - Physics Reports, 2022 - Elsevier
Recent decades have seen a rise in the use of physics methods to study different societal
phenomena. This development has been due to physicists venturing outside of their …

A review of self-exciting spatio-temporal point processes and their applications

A Reinhart - Statistical Science, 2018 - JSTOR
Self-exciting spatio-temporal point process models predict the rate of events as a function of
space, time, and the previous history of events. These models naturally capture triggering …

[HTML][HTML] Contagion in mass killings and school shootings

S Towers, A Gomez-Lievano, M Khan, A Mubayi… - PLoS one, 2015 - journals.plos.org
Background Several past studies have found that media reports of suicides and homicides
appear to subsequently increase the incidence of similar events in the community …

Statistical physics of crime: A review

MR D'Orsogna, M Perc - Physics of life reviews, 2015 - Elsevier
Containing the spread of crime in urban societies remains a major challenge. Empirical
evidence suggests that, if left unchecked, crimes may be recurrent and proliferate. On the …

Learning triggering kernels for multi-dimensional hawkes processes

K Zhou, H Zha, L Song - International conference on …, 2013 - proceedings.mlr.press
How does the activity of one person affect that of another person? Does the strength of
influence remain periodic or decay exponentially over time? In this paper, we study these …

Graphical modeling for multivariate Hawkes processes with nonparametric link functions

M Eichler, R Dahlhaus, J Dueck - Journal of Time Series …, 2017 - Wiley Online Library
Hawkes () introduced a powerful multivariate point process model of mutually exciting
processes to explain causal structure in data. In this article, it is shown that the Granger …

[PDF][PDF] A nonparametric EM algorithm for multiscale Hawkes processes

E Lewis, G Mohler - Journal of nonparametric statistics, 2011 - paleo.sscnet.ucla.edu
Estimating the conditional intensity of a self-exciting point process is particularly challenging
when both exogenous and endogenous effects play a role in clustering. We propose …

Modeling brand post popularity dynamics in online social networks

AH Zadeh, R Sharda - Decision Support Systems, 2014 - Elsevier
Today's social media platforms are excellent vehicles for businesses to build and foster
relationship with customers. Companies create official fan pages on social network websites …

Extremist ideology as a complex contagion: the spread of far-right radicalization in the United States between 2005 and 2017

M Youngblood - Humanities and Social Sciences Communications, 2020 - nature.com
Increasing levels of far-right extremist violence have generated public concern about the
spread of radicalization in the United States. Previous research suggests that radicalized …

Multi-type urban crime prediction

X Zhao, W Fan, H Liu, J Tang - Proceedings of the AAAI Conference on …, 2022 - ojs.aaai.org
Crime prediction plays an impactful role in enhancing public security and sustainable
development of urban. With recent advances in data collection and integration technologies …