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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:
2007 / 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 2
Fiscal Year: 2007
Title: Adaptive Toolkit for Pattern Discovery (ATPD)
Agency / Branch: DOD / USAF
Contract: FA8750-07-C-0045
Award Amount: $749,994.00
 

Abstract:

This project will design, configure, and demonstrate an Adaptive Toolkit for Pattern Discovery (ATPD). We propose a novel 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 enterprise knowledge models being used for enterprise integration applications. The research seeks to validate the research hypothesis: information access and usage patterns may provide important heuristics for positioning new concepts and relations to the enterprise knowledge repository. It is envisioned that 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 enterprise knowledge modelers about the integration of newly learned concepts into the evolving reference knowledge models. The Phase I effort established the technical viability of the research by demonstrating a proof-of-concept ATPD system and integrating the ATPD with the Air Force Knowledge Management Framework (KMF). The Phase II project will harden the ATPD technology and build a focused and field-able ATPD application at 45th Space Wing, Cape Canaveral Air Force Station (CCAFS).

Principal Investigator:

Perakath Benjamin
VP Research and Sr Resear
9792605274
pbenjamin@kbsi.com

Business Contact:

Donielle Mayer
Business Operations Manag
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