Contracting Agency: United States Air Force (USAF), Rome Lab
Point of Contact: technology@kbsi.com

Overview

The KD Wizard project focused on designing, developing, and validating an adaptive framework for knowledge discovery. This framework provides mechanisms for generating knowledge-discovery applications beginning with end-user specifications of decision objectives and sets of data sources. This technology also provides users with a larger and more focused selection of decision alternatives and, consequently, aids them in realizing a more efficient and successful decision making process.

In the initial phase of this project, KBSI developed and demonstrated a proof of concept Knowledge Discovery Wizard (KD Wizard). The second phase focused on developing the software and demonstrating its benefits on focused military and commercial applications.

Novel approach to designing, generating, and applying hybrids of multiple data mining techniques to support knowledge discovery starting from user goals and raw data sources.

Innovative ways to combine data-driven machine learning techniques with knowledge based techniques to support knowledge discovery.

Comprehensive life cycle support for the entire knowledge discovery process.

Innovative self-adaptive mechanisms that will allow the knowledge discovery tools to automatically improve their performance over time.