Mining association rules of simple conjunctive queries

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Abstract

We present an algorithm for mining association rules in arbitrary relational databases. We define association rules over a simple, but appealing subclass of conjunctive queries, and show that many interesting patterns can be found. We propose an efficient algorithm and a database-oriented implementation in SQL, together with several promising and convincing experimental results. Copyright © by SIAM.

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APA

Goethals, B., Le Page, W., & Mannila, H. (2008). Mining association rules of simple conjunctive queries. In Society for Industrial and Applied Mathematics - 8th SIAM International Conference on Data Mining 2008, Proceedings in Applied Mathematics 130 (Vol. 1, pp. 96–107). Society for Industrial and Applied Mathematics Publications. https://doi.org/10.1137/1.9781611972788.9

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