基于规则知识和决策树的航空货运战略研究

Cheng Li, D. Zhou, Chunxun Xie, Zhong Wu
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引用次数: 2

摘要

数据挖掘不能只关注先进的算法和模型。应结合航空货运企业的实际情况,挖掘出有用的规则。为了提高我国航空货运服务的有效性和质量,应充分利用数据挖掘规则中的先验算法和发现算法对航空货运客户的需求进行分析。然后利用决策树对航空货运客户进行分类,预测流失情况,并进行决策。主要目的是将航空货运与数据挖掘相结合,因此,我们能够在我们的航空货运业务中推广功能强大的数据挖掘技术。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The Strategic Research of Air Cargo Based on Rule Knowledge and Decision Tree
Data mining cannot just focus on the advanced algorithms and models. It should combine with the practical situation of air cargo companies to dig out useful rules. In order to improve the effectiveness and quality of the air cargo services in our country, we should make full use of apriori algorithm and discovery algorithm of data mining rules to analyze the demand of the air cargo clients. Then we need to sort the air cargo customers, predict the running off and make decisions by using the decision tree. The main purpose is to combine the air cargo with data mining, therefore, we are able to promote the data mining technology with powerful functions in our air cargo business.
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