| 改进关联规则算法在烟草物流销售规律中的应用 |
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| 引用本文： | 钱慎一,王欢欢,杨铁松. 改进关联规则算法在烟草物流销售规律中的应用[J]. 计算机系统应用, 2016, 25(3): 204-208 |
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| 作者姓名： | 钱慎一 王欢欢 杨铁松 |
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| 作者单位： | 郑州轻工业学院 计算机与通信工程学院, 郑州 450002,郑州轻工业学院 计算机与通信工程学院, 郑州 450002,郑州轻工业学院 计算机与通信工程学院, 郑州 450002 |
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| 基金项目： | 河南省科技攻关项目(142102210156,122102210024) |
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| 摘 要： | 烟草产品在销售过程中产生了大量的历史数据,是否能挖掘出其中潜在的高价值信息对烟草物流公司至关重要.本文采用一种比较高效的fp-growth算法设计了烟草产品销售决策支持系统,实践应用表明改进后的fp-growth算法能快速的发现不同时期烟草产品之间的销售规律和关系,占用内存更小、响应速度更快,为烟草物流公司及时掌握烟草产品之间的销售规律提供了有价值的参考.
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| 关 键 词： | 关联规则算法 fp-growth算法 烟草 物流 应用 |
| 收稿时间： | 2015-07-01 |
| 修稿时间： | 2015-09-08 |
Application of Improved Association Rules Algorithms to Tobacco Sales Logistics in the Law |
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| QIAN Shen-Yi,WANG Huan-Huan and YANG Tie-Song. Application of Improved Association Rules Algorithms to Tobacco Sales Logistics in the Law[J]. Computer Systems& Applications, 2016, 25(3): 204-208 |
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| Authors: | QIAN Shen-Yi WANG Huan-Huan YANG Tie-Song |
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| Affiliation: | School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, China,School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, China and School of Computer and Communication Engineering, Zhengzhou University of Light Industry, Zhengzhou 450002, China |
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| Abstract: | It is vital to tobacco logistical company whether you can dig the potential high valued information from the substantial historical data that create during the tobacco products selling. This article adopts a more efficient algorithm that of fp-growth to design sales of tobacco products decision and support system, and the practice indicates the improved fp-growth algorithm is able to discover the sales discipline and relationship of tobacco products in various terms. In the algorithm, memory occupied is lower and respond speed is faster, which provides valuable references for tobacco logistical company on mastering sales discipline of tobacco products timely. |
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| Keywords: | algorithm of association rules Fp-growth tobacco logistics application |
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