Using an OWL Repository for Inductive and Abductive Learning

摘要

The Adaptive Work-Centered User Interface Technology (ACUITy) program and architecture uses semantic models captured in Web Ontology Language (OWL) repositories as the basis for adaptive, extensible human-computer interfaces in open-ended problem solving domains. Central to the adaptive nature of ACUITy is its ability to implement several forms of learning. In this paper we will explore different kinds of learning and describe how the ACUITy implementation has realized some of these learning methods and enables future implementation of others. ACUITy will soon be released to Open Source with the hope that others will find this technology useful and will contribute to its future improvement.