Efficient Construction of Dynamic Meta-Networks

Award Information
Agency:
Department of Defense
Branch
n/a
Amount:
$99,885.00
Award Year:
2011
Program:
SBIR
Phase:
Phase I
Contract:
N00014-11-M-0053
Award Id:
n/a
Agency Tracking Number:
O102-HS6-4174
Solicitation Year:
2010
Solicitation Topic Code:
OSD10-HS6
Solicitation Number:
2010.2
Small Business Information
1924 Glen Mitchell Road, Sewickley, PA, -
Hubzone Owned:
N
Minority Owned:
N
Woman Owned:
Y
Duns:
801266102
Principal Investigator:
MarkHirsch
Director of Software Development
(412) 953-8818
mark.hirsch@carleytech.com
Business Contact:
L.Carley
Treasurer
(412) 953-8818
rick.carley@carleytech.com
Research Institute:
Stub




Abstract
Our objective is to enable military analysts to more rapidly produce intelligence results rearding adversarial groups and also diverse types of covert networks, and to improve the quality of the underlying analyses. We focus, initially, on the visual analytics and decision aids needed to improve multi-source data collection, target identification, and impact analysis and to reason about and stay attuned to the level and source of uncertainty and so its impact on analysis, and to assess the incremental value of new intelligence. Our approach utilizes Bayesian analysis for uncertainty assessment, machine learning and statistical techniques for coding and analyzing data, dynamic network agent based models and statistical reasoning to identify points where additional data collection are needed. We leverage the existing AutoMap and *ORA, and supplement these with GUI"s designed for the warfighter and military analyst and based on workflows identified by working directly with military intelligence officers. To reduce time from data collection to decision we employ mission driven model refinement, uncertainty tracking, DIME/PMESII and adversarial ontologies, visualization and menu driven data entry, and make use of novel data collection and information collection technology such as crowd sourcing and cell-phones.

* information listed above is at the time of submission.

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