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What is Association Rules Mining about?
The document discusses Association Rules Mining, a method proposed by Rakes Agrawal in 1993, which helps identify associations between items in large retail sales data. It covers the formal definitions, decomposition into subproblems, and the Apriori Algorithm used to find frequent itemsets and generate association rules based on user-defined support and confidence thresholds. Additionally, it highlights various applications of this method, including market basket analysis and catalog design.
- Author
- lttin605
- Language
- EN