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| 研究生： |
林琪淵 Chi-Yuan Lin |
|---|---|
| 論文名稱： |
在POS資料倉儲中挖掘關聯規則 |
| 指導教授： |
陳彥良
Yen-Liang Chen |
| 口試委員: | |
| 學位類別： |
碩士 Master |
| 系所名稱： |
管理學院 - 資訊管理學系 Department of Information Management |
| 畢業學年度： | 88 |
| 語文別： | 中文 |
| 論文頁數： | 91 |
| 中文關鍵詞： | 資料挖掘 、資料倉儲 、關聯規則 |
| 相關次數： | 點閱：11 下載：0 |
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本篇論文與先前文獻中所提出的關聯規則演算法最大的不同，在於以前的關聯規則演算法是專注在每筆顧客交易內商品項目之間的關係，而本文提出的方法，是專注在商店內或商店間商品項目之間的關係，而商品之間的關係包括了商品間的銷售量關係和商品間的價格關係。同時，關聯規則中的商品可以跨概念階層，且銷售量關係和價格關係是具語意的關係，而不只是單純的數量關係。
[BMS97] Sergey Brin, Rajeev Motwani, and Craig Silverstein, “Beyond Market Baskets: Generalizing Association Rules to Correlations,” SIGMOD Conference pp 265-276,1997.
[CHC99] S.S. Chen, P.Y Hsu, Y. L. Chen, “Mining Association Rules in Sequence Data”, Journal of Information Management, vol. 6, no.2, 167-182.
[CHL99] Y.L. Chen, P. Y. Hsu, C. C Ling, “Mining Quantitative Association Rules In Bag Databases” , Journal of Information Management.
[CHL99] Y.L. Chen, P. Y. Hsu, C. C Ling, “Mining Quantitative Association Rules In Bag Databases” , Journal of Information Management.
[GBLP96] Jim Gray, Adam Bosworth, Andrew Layman and Hamid Pirahesh, “Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Totals,” IEEE 1996
[HY95] Jiawei Han, and Yongjian, “Discovery of Multiple-Level Association Rules from Large Databases,” Proceddings of the 21st VLDB Conference, 1995
[HY95] Jiawei Han, and Yongjian, “Discovery of Multiple-Level Association Rules from Large Databases,” Proceddings of the 21st VLDB Conference, 1995
12:1-12:7.
[PCY95] Jong S. Park, Ming-Syan Chen, and Philip S. Yu, “An Effective Hash-Based Algorithm for Mining Association Rules,” Proc ACM SIGMOD, pp.175-186,May 1995.
[PCY95] Jong S. Park, Ming-Syan Chen, and Philip S. Yu, “An Effective Hash-Based Algorithm for Mining Association Rules,” Proc ACM SIGMOD, pp.175-186,May 1995.
[SA96] R. Srikant and R. Agrawal, “Mining Quantitative Association Rules in Large Relational Tables”, SIGMOD 1996, pp.1-12.
[SON95] A. Savasere, E. Omiecinski, and S. Navathe, “An Efficient Algorithm for Mining Association Rules in Large Databases,” VLDB ,pp.432-443,1995.
[ST96] A .Silberschatz and A. Tuzhilin, “What Makes Patterns Interesting in Knowledge Discovery Systems,” IEEE Transactions on Knowledge and Data Engineering, 8 ,pp.970-974,1996.
[ST96] A .Silberschatz and A. Tuzhilin, “What Makes Patterns Interesting in Knowledge Discovery Systems,” IEEE Transactions on Knowledge and Data Engineering, 8 ,pp.970-974,1996.
