Mining Actionable Combined Patterns with Composite Items

Provided by: AICIT
Topic: Big Data
Format: PDF
Data mining promises to discover actionable patterns to users. However, patterns generated from traditional association mining that are often difficult to understand and put into action, thus cannot satisfy the needs of real world completely. Actionable patterns address that patterns are deemed actionable if the user can act upon them in her favor. Recent studies present combined association rule mining can help extract useful knowledge from learned single rules, but even in this case, there still exists some interesting rules which cannot be found out by combined association rule mining.

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