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Adaptive Toolkit for Pattern Discovery (ATPD)

Award Information

Agency:
Department of Defense
Branch:
Air Force
Award ID:
79111
Program Year/Program:
2006 / SBIR
Agency Tracking Number:
F061-066-2374
Solicitation Year:
N/A
Solicitation Topic Code:
N/A
Solicitation Number:
N/A
Small Business Information
Knowledge Based Systems, Inc.
1408 University Drive East College Station, TX -
View profile »
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No
 
Phase 1
Fiscal Year: 2006
Title: Adaptive Toolkit for Pattern Discovery (ATPD)
Agency / Branch: DOD / USAF
Contract: FA8750-06-C-0148
Award Amount: $99,998.00
 

Abstract:

We propose to research, design, and demonstrate an Adaptive Toolkit for Pattern Discovery (ATPD). We propose a hybrid approach that combines emerging machine learning techniques with advanced rule based methods to (i) automate the discovery of complex system-of-systems data utilization patterns and (ii) apply the learned usage patterns to dynamically update the reference ontology models being used for enterprise integration applications. The proposed ATPD capability will be used to (a) monitor information use across systems, (b) discover usage patterns, (c) analyze patterns for potential new (and useful) concepts and relations, and (d) offer intelligent assistance to ontology modelers about the integration of newly learned ontology concepts into the evolving reference ontology models. The Phase I effort will (i) establish ATPD requirements, (ii) design the ATPD architecture, and (iii) build and demonstrate a prototype ATPD. The ATPD methods and tools will be incrementally evaluated with test data and application scenarios at the 45th Space Wing, Cape Canaveral Air Force Station (CCAFS). The Phase II effort will harden the ATPD technology and build a focused and field-able ATPD application at 45th Space Wing, CCAFS.

Principal Investigator:

Perakath Benjamin
Senior Research Scientist
9792605274
pbenjamin@kbsi.com

Business Contact:

Donielle Mayer
Business Operations Manager
9792605274
dmayer@kbsi.com
Small Business Information at Submission:

KNOWLEDGE BASED SYSTEMS, INC.
1408 University Drive East College Station, TX 77840

EIN/Tax ID: 742505334
DUNS: N/A
Number of Employees:
Woman-Owned: No
Minority-Owned: No
HUBZone-Owned: No