1993 MiningAssociationRules
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- (Agrawal et al., 1993) ⇒ Rakesh Agrawal, Tomasz Imieliński, Arun Swami. (1993). “Mining Association Rules Between Sets of Items in Large Databases.” In: Proceedings of ACM SIGMOD Conference (SIGMOD 1993). do>10.1145/170035.170072.
Subject Headings: Association Rule Learning Task, Association Rule Learning Algorithm, Frequent Itemset Mining.
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Abstract
We are given a large database of customer transactions. Each transaction consists of items purchased by a customer in a visit. We present an efficient algorithm that generates all significant association rules between items in the database. The algorithm incorporates buffer management and novel estimation and pruning techniques. We also present results of applying this algorithm to sales data obtained from a large retailing company, which shows the effectiveness of the algorithm.
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| Author | volume | Date Value | title | type | journal | titleUrl | doi | note | year | |
|---|---|---|---|---|---|---|---|---|---|---|
| 1993 MiningAssociationRules | Tomasz Imieliński Arun Swami | Mining Association Rules Between Sets of Items in Large Databases | http://www.rakesh.agrawal-family.com/papers/sigmod93assoc.pdf | 10.1145/170035.170072 |