Mining association rules between sets of items in large databases

  title={Mining association rules between sets of items in large databases},
  author={R. Agrawal and T. Imielinski and Arun N. Swami},
  booktitle={SIGMOD '93},
  • R. Agrawal, T. Imielinski, Arun N. Swami
  • Published in SIGMOD '93 1993
  • Computer Science
  • We are given a large database of customer transactions. [...] Key Method 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.Expand Abstract
    12,762 Citations

    Figures and Topics from this paper

    Explore Further: Topics Discussed in This Paper

    A fast algorithm for mining association rules
    • 24
    Association Rules Induced by Item and Quantity Purchased
    • 3
    • Highly Influenced
    Fast algorithms for mining association rules
    • 7,796
    • PDF
    Incremental Mining on Association Rules
    • Highly Influenced
    Efficient mining of association rules by reducing the number of passes over the database
    • 11
    Mining interesting itemsets from transactional database
    • 2


    A theory of the learnable
    • L. Valiant
    • Mathematics, Computer Science
    • STOC '84
    • 1984
    • 3,663
    • Highly Influential
    • PDF