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GENNET: Advanced System for Synthesis of High Fidelity Social Networks to…

Award Information

Agency:
Department of Defense
Branch:
N/A
Award ID:
Program Year/Program:
2011 / SBIR
Agency Tracking Number:
11SB2-0090
Solicitation Year:
2011
Solicitation Topic Code:
SB112-004
Solicitation Number:
2011.2
Small Business Information
Carley Technologies, Inc.
128 North Craig Street Pittsburgh, PA -
View profile »
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 2011
Title: GENNET: Advanced System for Synthesis of High Fidelity Social Networks to support SHIELD
Agency: DOD
Contract: W31P4Q-12-C-0040
Award Amount: $99,944.00
 

Abstract:

Our objective is to provide a semi-automated system to generate and verify scalable, high fidelity, multi-dimensional, social networks with realistic distributional, temporal and spatial characteristics. This will enable the user to generate networks varying in size, node attributes, geo-temporal characteristics, consistency with other networks, and reflection of known subpopulations, in formats used by standard network analytic packages. Generative algorithms will be informed by empirical data and theoretical findings about network generation. We build synthetic networks using a multi-algorithm approach employing subpopulation identification, empirical seeding, constraint satisfaction, and multi-network alignment. Synthesized networks are compared against real networks varying in size, media usage, and activities conducted by network members. Veridicality is assessed on multiple dimensions; network density, distribution of centrality measures, temporal characteristics, spatial characteristics, and evolutionary properties. Deltas between temporal slices will be validated for key actors and topologies at both the subpopulation level and overall network level. Each aspect will be compared to corresponding measurements in known networks at the node, group, motif, and topology levels. A secondary feature of the proposed system will be the ability to layer onto the synthetic network hidden covert networks or purposive networks designed to accomplish some task.

Principal Investigator:

Eric Malloy
Senior System Engineer
(412) 953-8818
eric.malloy@carleytech.com

Business Contact:

Larry Carley
Chief Financial Officer
(412) 953-8818
rick.carley@carleytech.com
Small Business Information at Submission:

Carley Technologies, Inc.
1924 Glen Mitchell Road Sewickley, PA -

EIN/Tax ID: 611532891
DUNS: N/A
Number of Employees:
Woman-Owned: Yes
Minority-Owned: No
HUBZone-Owned: No