Association Rules Induced by Item and Quantity Purchased

机译：购买物品和数量引起的关联规则

获取原文

获取原文并翻译 | 示例

页面导航

摘要
著录项
相似文献
相关主题

摘要

Most of the real market basket data are non-binary in the sense that an item could be purchased multiple times in the same transaction. In this case, there are two types of occurrences of an itemset in a database: the number of transactions in the database containing the itemset, and the number of occurrences of the itemset in the database. Traditional support-confidence framework might not be adequate for extracting association rules in such a database. In this paper, we introduce three categories of association rules. We introduce a framework based on traditional support-confidence framework for mining each category of association rules. We present experimental results based on two databases.

机译：大多数实际的购物篮数据都是非二进制的，即可以在同一笔交易中多次购买商品。在这种情况下，数据库中项目集的出现次数有两种：包含该项目集的数据库中的事务数量和数据库中该项目集的出现次数。传统的支持信心框架可能不足以提取此类数据库中的关联规则。在本文中，我们介绍了三类关联规则。我们引入了一个基于传统支持信心框架的框架，用于挖掘每种关联规则。我们提出基于两个数据库的实验结果。

著录项

来源
《Database Systems for Advanced Applications》|2008年|P.478-485|共8页
会议地点 New Delhi(IN);New Delhi(IN)
作者
Animesh Adhikari; P.R. Rao;
展开▼
作者单位

展开▼
会议组织
原文格式 PDF
正文语种 eng
中图分类 TP311.13;
关键词
confidence; support; transaction containing an item multipletimes;

机译：置信度；支持；多次包含一个项目的交易;

相似文献

外文文献
中文文献
专利

1. Association rule for purchase dependence in multi-item inventory [J] . Pradip Kumar Bala, Shamik Sural, Rabindra Nath Banerjee Production Planning & Control . 2010,第3期

机译：多物料库存中采购依赖关系的关联规则
2. Association rule for purchase dependence in multi-item inventory [J] . Pradip Kumar Balaa* Shamik Suralb amp, Rabindra Nath Banerjeec Production Planning & Control . 2010,第3期

机译：多物料库存中采购依赖关系的关联规则
3. Availability of food and beverage items on school canteen menus and association with items purchased by children of primary-school age [J] . TaraClinton-McHarg, LisaJanssen, TessaDelaney, Public Health Nutrition . 2018,第15期

机译：学校食堂菜单上的食品和饮料物品和与小学时代儿童购买的物品的食物和饮料物品
4. Association Rules Induced by Item and Quantity Purchased [C] . Animesh Adhikari, P. R. Rao International Conference on Database Systems for Advanced Applications . 2008

机译：商品和数量诱导的关联规则
5. Association rule mining and quantitative association rule mining among infrequent items. [D] . Zhou, Ling. 2007

机译：罕见项目之间的关联规则挖掘和定量关联规则挖掘。
6. Association rules for rat spatial learning: The importance of the hippocampus for binding item identity with item location [O] . Mathieu M Albasser, Julie R Dumont, Eman Amin, -1

机译：大鼠空间学习的关联规则：海马对项目识别与项目位置绑定的重要性
7. Relation among Purchase Quantities of Various Alcoholic Beverages and Food Items in Annual Report on the Family Income and Expenditure Survey [O] . Akinori SUZUKI 2004

机译：关于家庭收入和支出调查的年度报告中各种酒精饮料和食品的购买量之间的关系

Association Rules Induced by Item and Quantity Purchased

摘要

著录项

相似文献

相关主题

期刊订阅