A complex network analysis of ethnic conflicts and human rights violations

@article{Sharma2017ACN,
  title={A complex network analysis of ethnic conflicts and human rights violations},
  author={Kiran Sharma and Gunjan Sehgal and Bindu Gupta and Geetika Sharma and Arnab Chatterjee and Anirban Chakraborti and Gautam M. Shroff},
  journal={Scientific Reports},
  year={2017},
  volume={7}
}
News reports in media contain records of a wide range of socio-economic and political events in time. Using a publicly available, large digital database of news records, and aggregating them over time, we study the network of ethnic conflicts and human rights violations. Complex network analyses of the events and the involved actors provide important insights on the engaging actors, groups, establishments and sometimes nations, pointing at their long range effect over space and time. We find… 
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References

SHOWING 1-10 OF 38 REFERENCES
"Natural Disasters, Casualties and Power Laws: A Comparative Analysis with Armed Conflict"
Power-law relationships, relating events with magnitudes to their frequency, are common in natural disasters and violent conflict. Compared to many statistical distributions, power laws drop off more
Do Human Rights Violations Cause Internal Conflict?
This article outlines a human rights framework for analyzing violent internal conflict, "translating" social-scientific findings on conflict risk factors into human rights language. It is argued that
Structure and tie strengths in mobile communication networks
TLDR
It is found that, when it comes to information diffusion, weak and strong ties are both simultaneously ineffective, and this coupling significantly slows the diffusion process, resulting in dynamic trapping of information in communities.
Fat tailed distributions for deaths in conflicts and disasters
We study the statistics of human deaths from wars, conflicts, similar man-made conflicts as well as natural disasters. The probability distribution of number of people killed in natural disasters as
Global Pattern Formation and Ethnic/Cultural Violence
TLDR
This model models cultural differentiation as a separation of groups whose members prefer similar neighbors, with a characteristic group size at which violence occurs, and points to imposed mixing or boundary clarification as mechanisms for promoting peace.
On the Frequency of Severe Terrorist Events
In the spirit of Lewis Richardson’s original study of the statistics of deadly conflicts, we study the frequency and severity of terrorist attacks worldwide since 1968. We show that these events are
Statistical mechanics of complex networks
TLDR
A simple model based on these two principles was able to reproduce the power-law degree distribution of real networks, indicating a heterogeneous topology in which the majority of the nodes have a small degree, but there is a significant fraction of highly connected nodes that play an important role in the connectivity of the network.
Investigating causal relations by econometric models and cross-spectral methods
There occurs on some occasions a difficulty in deciding the direction of causality between two related variables and also whether or not feedback is occurring. Testable definitions of causality and
The structure and dynamics of networks
  • M. Newman
  • Computer Science
    Princeton studies in complexity
  • 2006
TLDR
The degree distribution, twopoint correlations, and clustering are the studied topological properties and an evolution of networks is studied to shed light on the influence the dynamics has on the network topology.
The Geography of Ethnic Violence: Identity, Interests, and the Indivisibility of Territory
TLDR
The Forgotten Meaning of Territory examines the relationship between territory and violence in Russia, Georgia, and Abkhazia and the results suggest that the former is dominated by the former and the latter by the latter.
...
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