Everyone had a cell phone
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.footnote[Follow along at Wahedi.US, under Current Presentation Laila A. Wahedi, PhD -- @lwahedi -- law98@georgetown.edu]
Advantages
High Resolution
Dynamic
System Level
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.footnote[ Follow along at Wahedi.US, under Current Presentation Laila A. Wahedi, PhD -- @lwahedi -- law98@georgetown.edu]
Sources
Online Communities
| Aggregators |
Official Statements
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.footnote[Follow along at Wahedi.US, under Current Presentation Laila A. Wahedi, PhD -- @lwahedi -- law98@georgetown.edu]
Methodology
Seed/ Source Discovery
Edge First Pass
Source Aggregation
Manual Filtering
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.footnote[Follow along at Wahedi.US, under Current Presentation Laila A. Wahedi, PhD -- @lwahedi -- law98@georgetown.edu]
Cooperative Network Construction
Groups to Umbrellas
Observed Cooperation
Joint Offensive
Created Sub-Unit
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.footnote[Follow along at Wahedi.US, under Current Presentation Laila A. Wahedi, PhD -- @lwahedi -- law98@georgetown.edu]
Rivalry Network Construction
Battle
Stated Rivalry
Splinter
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Cooperative Network
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Cooperative Network
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Preliminary Rival Network
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.footnote[Follow along at Wahedi.US, under Current Presentation Laila A. Wahedi, PhD -- @lwahedi -- law98@georgetown.edu]
What Drives Alliance and Rivalry Behavior?
Ideology
Resources
Power Relations
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.footnote[ Follow along at Wahedi.US, under Current Presentation Laila A. Wahedi, PhD -- @lwahedi -- law98@georgetown.edu]
Public and Private Goods
Tension between pressures to cooperate and compete
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.footnote[ Follow along at Wahedi.US, under Current Presentation Laila A. Wahedi, PhD -- @lwahedi -- law98@georgetown.edu]
Time Horizons and Threat
Variation: Tension depends on time horizon and threat
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.footnote[ Follow along at Wahedi.US, under Current Presentation Laila A. Wahedi, PhD -- @lwahedi -- law98@georgetown.edu]
Expectation:
1. Homophily in rivalry and cooperation networks
2. Higher than average rivalry density within cooperative communities
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.footnote[ Follow along at Wahedi.US, under Current Presentation Laila A. Wahedi, PhD -- @lwahedi -- law98@georgetown.edu]
Preliminary Findings:
It depends
Lower density in FSA communities, Higher density in Islamist Communities
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Next Steps
Attack State Policy Point Control State Resources
External Actors
Rivalry Coding
ERGM
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