| 基于概念分层的关联规则在酒店餐饮营业数据库的应用 |
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| 引用本文： | 梅亮,高尚,葛世伦.基于概念分层的关联规则在酒店餐饮营业数据库的应用[J].江苏科技大学学报(社会科学版),2009,23(4):352-357. |
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| 作者姓名： | 梅亮 高尚 葛世伦 |
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| 作者单位： | 梅亮(江苏科技大学,南徐学院,江苏,镇江,212004);高尚(江苏科技大学,计算机科学与工程学院,江苏,镇江,212003);葛世伦(江苏科技大学,经济管理学院,江苏,镇江,212003) |
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| 基金项目： | 江苏科技大学青年教师基金资助项目，江苏省高校自然科学基金资助项目 |
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| 摘 要： | 酒店餐饮营业数据库信息实时汇总为管理者提供了方便,也为餐饮企业信息化的提升做了有力支撑.基于某酒店70万条餐饮营业数据,突破原有简单统计分析模式,通过概念分层和关联规则数据挖掘技术在餐饮营业数据库的有效应用,发现不同概念分层下的餐饮产品间的关联规则、客源聚类与餐饮产品间的多层关联规则等有用信息,为数据挖掘在传统服务领域应用拓展思路.
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| 关 键 词： | 关联规则 概念分层 餐饮 营业数据 |
Application of association rule in repast industry business database based on the concept hierarchy |
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| Institution: | Mei Liang, Gao Shang, Ge Shilun (1. School of NanXu, Jiangsu University of Science and Technology, Zhenjiang Jiangsu 212004, China) (2. School of Computer Science and Engineering, Jiangsu University of Science and Technology,Zhenjiang Jiangsu 212003 ,China) (3. School of Economic and Management, Jiangsu University of Science and Technology, Zhenjiang Jiangsu 212003, China) |
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| Abstract: | The real-time collection of hotel repast business database information can provide great convenience for managers, as well as a decision basis for marketing and management of repast business. Based on 700 000 pieces of repast business data of a certain hotel, the paper tried to break the simple statistics analysis mode. Considering the application of concept hierarchy and association rule technology, it got some useful information, such as multi-layer association rules between consumer population cluster and hotel repast＇s products, the association rules underling same hierarchy or crossed hierarchy of repast products, and so on. The method used in this paper may broaden the application of data mining to repast industry. |
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| Keywords: | association rule concept hierarchy repast industry business data |
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