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Data mining model management to support real-time business intelligence in service-oriented architectures
| Content Provider | Semantic Scholar |
|---|---|
| Author | Ari, Ismail Kozlov, Alexander D. Dekhil, Mohamed |
| Copyright Year | 2011 |
| Abstract | 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. We describe a data mining model management system that addresses these challenges to support sustainable and operationalized BI. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | http://www.cs.ucsc.edu/~ari/HPSUA08-ModelManagement-Ari.pdf |
| Alternate Webpage(s) | http://www.cse.ucsc.edu/~ari/HPSUA08-ModelManagement-Ari.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |
