A Dynamic Warehousing and Mining System for Large-Scale Human Social Cultural Behavioral Data

Award Information
Agency: Department of Defense
Branch: Defense Advanced Research Projects Agency
Contract: N00014-11-M-0102
Agency Tracking Number: O102-HS2-6052
Amount: $100,000.00
Phase: Phase I
Program: SBIR
Awards Year: 2011
Solicitation Year: 2010
Solicitation Topic Code: OSD10-HS2
Solicitation Number: 2010.2
Small Business Information
15400 Calhoun Drive, Suite 400, Rockville, MD, -
DUNS: 161911532
HUBZone Owned: N
Woman Owned: Y
Socially and Economically Disadvantaged: N
Principal Investigator
 Xiong Liu
 Research Scientist
 (301) 294-4629
 xliu@i-a-i.com
Business Contact
 Mark James
Title: Director, Contracts and Proposals
Phone: (301) 294-5221
Email: mjames@i-a-i.com
Research Institution
 Stub
Abstract
We propose to develop a novel Dynamic Warehousing and Mining (DWM) framework for in-situ collection and analysis of Human Social Cultural Behavior (HSCB) data. DWM is a large-scale, dynamic approach for maximizing the ability of intelligence analyst of various kinds to collect, organize and analyze text-based communication to assess HSCB dimensions for a given group and predict current belief states and likely intended actions for that group. For Phase I of this project, the HSCB dimensions of interest are a group"s (i.e., terrorist cell, corporate organization, village, nation) power structure, sense of fatalism, and affective change over time. These are presented as just first steps in a more complete HSCB analysis solution. DWM has several key features: 1) it collects HSCB data from large quantity of unstructured information in an"undetected"fashion, 2) it incorporates linguistic feature analysis and data mining techniques for multiple HSCB dimensions, 3) it utilizes agent technologies to pull in unfiltered data in an untended manner for prolonged durations, and 4) it provides high-dimensional data cubing technology for instant analysis.

* Information listed above is at the time of submission. *

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