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The real-time (or just-on-time) requirement associated with online association rule mining implies the need to expedite the analysis and validation of the many candidate rules, which are typically created from the discovered frequent patterns. Moreover, the mining process, from data cleaning to post-mining, can no longer be structured as a sequence of steps performed by the analyst, but must be streamlined into a workflow supported by an efficient system providing quality of service guarantees that are expected from modern Data Stream Management Systems (DSMSs).
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