Method and apparatus for providing rule-based, autonomous software agent with ontological information

• US 20050197991A1
• Filed: 06/25/2004
• Published: 09/08/2005
• Est. Priority Date: 06/25/2003
• Status: Abandoned Application

• Current Assignee: Soane Technologies Incorporated
• Original Assignee: Soane Technologies Incorporated
• Inventors: Beard, Jonathan T., Wray, Robert E., Lisse, Sean A.
• Application Number:
  US10/877,881
• Publication Number:
  US 20050197991A1
• Time in Patent Office: Days
• US Class Current: 706/50
• CPC Class Codes: G06N 5/025 Extracting rules from data

Abstract

Autonomous systems require efficient run-time performance. In agents optimized for performance, control structures and domain knowledge are often intertwined, providing efficient execution but brittle knowledge bases that scale poorly. Combining ontology representations and agents optimized for performance can capitalize the strengths of individual approaches and reduce individual weaknesses. Automatic translators are to convert ontological representations, hand-coded procedures for ontological inference, and explanation-based learning to cache inference.

Claims

1. A system for providing an autonomous software agent having a language with ontological information, comprising:

an ontologically arranged database of domain knowledge representations;

a translator operative to receive said ontologically arranged representations and for translating such representations into agent language; and

a source of inference knowledge operative to extract relational information from ontological representations for use by the agent.

2. The system of claim 1 wherein the agent is Soar.

3. The system of claim 2 wherein the ontologically organized domain knowledge representations are in a DAML+OIL form.

4. The system of claim 1 wherein the agent contains a blackboard memory and the system builds a structure in said blackboard memory which acts as a database used by the agent'"'"'s execution knowledge to send queries to and read responses from the ontology.

5. The system of claim 4 wherein the responses to queries are cached for later use upon repeat of the query.

6. The system of claim 5 including a source of ontology inference knowledge for ontological reasoning adapted to be applied to response to queries.

7. The apparatus of claim 1 wherein input to the translator is in the form of sentences in the standard ontological language.

8. The apparatus of claim 7 including an area in the agent'"'"'s working memory storing a transformed version of the original ontology.

12. The method of claim 1 wherein the agent includes the Soar cognition architecture.

9. A method of providing an autonomous software agent with ontological information comprising:

generating a database of domain knowledge arranged in a standard ontological language;

translating the ontological knowledge into a form accessible by the agent;

storing said transformed version of the original ontology in the agent'"'"'s working memory;

generating queries to the transformed version of the original ontology in the agent'"'"'s working memory; and

caching responses to the queries.

10. The method of claim 9 further including the step of hand coding ontology inference knowledge for ontological reasoning in responding to a query.

11. The method of claim 10 wherein the ontological form is in XML derived format.