Agent-based data mining and warehousing

• US 6,460,037 B1
• Filed: 02/01/1999
• Issued: 10/01/2002
• Est. Priority Date: 04/01/1998
• Status: Expired due to Term

• Current Assignee: Mitel Networks Corporation
• Original Assignee: Mitel Knowledge Corporation (Mitel Networks Corporation)
• Inventors: Weiss, Michael, Mankovskii, Sergueii
• Primary Examiner(s): ROBINSON, GRETA LEE
• Application Number:
  US09/241,304
• Publication Number:
  US 20020062315A1
• Time in Patent Office: 1,338 Days
• Field of Search: 707/10, 707/104, 707/104.1, 709/201, 709/202, 705/26
• US Class Current: 1/1
• CPC Class Codes: G06F 16/283 Multi-dimensional databases or data warehouses, e.g. MOLAP or ROLAP
• CPC Class Codes: Y10S 707/99945 Object-oriented database structure processing

Abstract

An agent-based networking system and process for building a data warehouse containing application specific information and for mining data therefrom. The networking system utilizes functional and resource agents to communicate with distributed databases in order to collect pertinent data. The agents employ multiple strategies for identifying and resolving potential ambiguities involving information gathered by the process.

Claims

1. An agent-based networking system for creating a data warehouse on demand and permitting immediate mining of application specific data from said data warehouse comprising:

a network of multiple, interconnected distributed databases;

a user agent connected to the network for initiating an application specific request for data;

a plurality of functional agents for receiving goals from said user agent and for invoking processes for completing said goals, said goals including selecting, cleaning and updating data; and

a plurality of resource agents, each associated with one of said distributed databases, for receiving and storing goals from said functional agents and obtaining, immediately, application specific data from appropriate databases for use by said user agent.

2. An agent-based system as defined in claim 1 wherein said network is a local area network (LAN) and said agents and databases are operating in computers.

3. An agent-based system as defined in claim 2 wherein said agents employ specific strategies for identifying and resolving data ambiguities in said distributed databases.

4. An agent-based system as defined in claim 1 wherein each of said agents have a control subsystem (head) and an action subsystem (body).

5. An agent-based system as defined in claim 4 wherein said control subsystem (head) includes a process knowledge source and a strategy knowledge source.

6. An agent-based system as defined in claim 4 wherein said control subsystem (head) includes a set of process knowledge sources and a set of strategy knowledge sources.

7. An agent-based system as defined in claim 4 wherein said action subsystem (body) includes an agent adapter knowledge source and a resource adapter knowledge source.

8. An agent-based system as defined in claim 4 wherein said action subsystem (body) includes a set of agent adapter knowledge sources and a set of resource adapter knowledge sources.

9. An agent-based system as defined in claim 4 including a blackboard between said control subsystem (head) and said action subsystem (body), said blackboard for use in communicating between said subsystems.

10. An agent-based system as defined in claim 3 for mining data relating to issuing credit cards.

11. An agent-based system as defined in claim 3 for mining data relating to telephone call routing.

12. A method of generating an application specific data warehouse on demand to permit immediate mining of application specific data from the data warehouse utilizing an agent based networking system, the method comprising:

providing a network of multiple, interconnected distributed databases;

providing a user agent connected to said network for entering a request for application specific data;

providing a plurality of functional agents for receiving goals from said user agent and for invoking processes for completing said goals, said goals including selecting, cleaning and updating data; and

providing a plurality of resource agents associated with said distributed databases for receiving and storing goals from said functional agents and obtaining, immediately, application specific data from appropriated databases.

13. A method as described in claim 12 wherein said network of distributed databases is interconnected through a local area network (LAN) and said databases are operating in computers.

14. A method as described in claim 12 wherein said agents have a control subsystem (head) and an action subsystem (body).

15. A method as defined in claim 14 wherein said subsystems communicate via a blackboard.