White Papers

Data Mining Model Management to Support Real-Time Business Intelligence in Service-Oriented Architectures

Category: Data Management, Software and Web Development

Tags: data mining, bi, soa, real-time, management, data, business process

Overview Use of predictive models for making business-critical decisions is on the rise. However, serious challenges remain on managing data mining models and integrating them with business services using Service-Oriented Architectures (SOA) to provide real-time Business Intelligence (BI). These challenges include model aging, management scalability, timely-communication among parties on model changes, semantic gap on interpreting models, and business process integration. The paper describes a data mining model management system that addresses these challenges to support sustainable and operationalized BI.

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Publisher: Hewlett-Packard (HP)
File Format: PDF
Date Published: Aug 29, 2009
Format: White Papers
Topics: Service-Oriented Architecture, Business Intelligence - Data Warehousing, Data Mining - Analysis

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