DocumentCode :
2399109
Title :
Smart Data Analysis Services
Author :
Spott, Martin ; Abraham, Henry ; Nauck, Detlef
fYear :
2006
fDate :
Sept. 2006
Firstpage :
522
Lastpage :
527
Abstract :
With corporations collecting more and more data covering virtually every aspect of their business, turning data into information and information into action is paramount for success. The current state of the business needs to be reported and based on predictions problems or opportunities can be spotted early and understood, such that actions can be pro-actively taken accordingly. We propose an architecture for a smart data analysis service that automatically builds data analysis models based on high-level descriptions of analysis goals and solution requirements, wraps the models into executable modules for a straightforward integration with operational systems, monitors the performance of the operational system and triggers the generation of a new model if the performance deteriorates or the solution requirements change
Keywords :
business data processing; data analysis; knowledge based systems; management information systems; operating system kernels; software performance evaluation; business solution requirement; data analysis model; operational system; performance monitoring; smart data analysis service; Data analysis; Humans; Information analysis; Intelligent systems; Learning systems; Machine learning; Monitoring; Performance analysis; Process control; Wrapping; Automatic Data Analysis; Fuzzy Systems; Performance Monitoring;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Intelligent Systems, 2006 3rd International IEEE Conference on
Conference_Location :
London
Print_ISBN :
1-4244-01996-8
Electronic_ISBN :
1-4244-01996-8
Type :
conf
DOI :
10.1109/IS.2006.348474
Filename :
4155481
Link To Document :
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