Dynamically Integrating Knowledge in Applications An Online Scoring Engine Architecture

Abstract

The paper presents an method for dynamically integrating knowledge capabilities into applications.The method consists in the applications cooperating with a dedicated system that provides knowledge via Web Services. We propose such a system, called DeVisa, which collects prediction models from one or more producers and provides prediction services to consumers. The prediction services are further used in decision making or business intelligence processes within the consumer applications.

Keywords

• data mining
• PMML
• knowledge
• scoring engine
• XML native databases
• web services