发明名称 |
Integrated database and data-mining system |
摘要 |
A method and apparatus for mining data relationships from an integrated database and data-mining system are disclosed. A set of frequent 1-itemsets is generated using a group-by query on data transactions. From these frequent 1-itemsets and the transactions, frequent 2-itemsets are determined. A candidate set of (n+2)-itemsets are generated from the frequent 2-itemsets, where n=1. Frequent (n+2)-itemsets are determined from candidate set and the transaction table using a query operation. The candidate set and frequent (n+2)-itemset are generated for (n+1) until the candidate set is empty. Rules are then extracted from the union of the determined frequent itemsets.
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申请公布号 |
US6324533(B1) |
申请公布日期 |
2001.11.27 |
申请号 |
US19980087561 |
申请日期 |
1998.05.29 |
申请人 |
INTERNATIONAL BUSINESS MACHINES CORPORATION |
发明人 |
AGRAWAL RAKESH;SARAWAGI SUNITA;THOMAS SHIBY |
分类号 |
G06F17/30;(IPC1-7):G06F17/30;G06F7/00 |
主分类号 |
G06F17/30 |
代理机构 |
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