A patterned approach for linking knowledge-based systems to external resources

Area of Science:

• Computer Science
• Software Engineering

Background:

• Knowledge-based systems (KBSs) are widely used but often operate in closed environments.
• Modern software development trends necessitate integrating these KBSs into larger, web-based multicomponent applications.
• Integrating KBSs with external processes and resources presents significant challenges, risking inefficient or unmanageable composite systems.

Purpose of the Study:

• To address the difficulties in integrating closed KBSs into dynamic, web-based application environments.
• To propose a novel architectural pattern that facilitates the seamless integration of KBSs.
• To enhance the adaptability and extensibility of KBSs within multicomponent systems.

Main Methods:

• Description of an architectural pattern named the Knowledge Director pattern.
• Explanation of how the pattern resolves component interoperability conflicts.
• Demonstration of the pattern's application in directing the integration of a closed KBS.

Main Results:

• The Knowledge Director pattern provides a structured approach to KBS integration.
• This pattern simplifies the exchange of data and control between KBSs and external processes.
• It aids in creating more efficient and manageable composite applications.

Conclusions:

• Architectural patterns are crucial for simplifying complex system integrations.
• The Knowledge Director pattern offers a viable solution for integrating closed KBSs into modern application architectures.
• This approach promotes the development of updated and extensible services through effective KBS integration.