该文提出了支持挖掘模型交换和移动通信客户流失分析的决策树算法框架。
This paper proposes a framework for decision tree construction algorithms that supports both model exchange and mobile communication churn analysis.
同时本文数据挖掘过程对其它电信行业的客户流失分析也具有较好的参考价值。
At the same time the process of the data mining is also useful for other telecommunication industry to analyze the customer losing.
移动客户流失分析系统在数据挖掘的基础上，实现了客户流失模型的管理应用。
The analysis system of subscriber churn in wireless carriers was constructed based on data mining.
因此，客户流失分析研究对企业降低运营成本，提高经营业绩有着极为重要的意义。
So the study of this topic has very importance significance for reducing the cost of running the company and to improve the outstanding achievement of the company.
在客户流失分析中，例如交易、客户档案、社交媒体等混合数据被储存在大数据平台。
Customer churn and next best action In customer churn analysis multiple streams of data such as transactions, customer profiles, and social media data are sourced and stored on a big data platform.
本文中关于电信业客户流失分析的研究成果对从事CRM研究的同仁也具有一定的参考价值。
In this dissertation the research achievement about customer churn analysis of telecommunications industry has certain reference value to the colleague who studies in CRM.
另一方面，客户流失分析也为其它各项客户关系管理工作例如交叉销售、市场活动等提供了基础。
On the other hand, the customer churn analysis provides a solid base for other CRM activities like cross-selling and marketing campaign promotions.
本文主要是研究数据挖掘中的决策树算法以及决策树算法在具体的小灵通流失分析中的研究与分析。
This essay is researching the Decision Tree Algorithm of Data Mining and the use in the Customer Drain analysis.
论文的主要工作和成果包括：1。综述了客户流失分析以及数据挖掘的研究现状，论述了客户流失分析的相关问题。
The main work and results in this paper include: 1. We give a short review on the customer churn analysis and related data mining methodology applications in customer churn.
本文重点介绍了数据挖掘技术在移动通信业中应用的客户描述、客户分群、与客户流失分析的最新研究方法与进展。
This treatise mainly introduces the newly method and process in which data mining is uesd in the customer descriptions, customer segmentation and customer churn in the Mobile Telecommunication.
客户流失分析是通过对以往流失客户的历史数据进行分析，找出可能离网用户的特征，及时采取相应的措施，减少客户流失的发生。
So that the reasons why they left might be found out. It will help the telecom company to adopt measures early to reduce customer churn.
一个项目产生架构文档的根本原因是为了交流、分析、记录和保存(比如，跟踪决策过程使之不会随着时间而流失)。
The fundamental reasons why a project produces architectural documentation are communication, analysis and record keeping (e.g. keeping track of decisions over time so they don't get lost).
分析人士认为耕地流失是由好几个因素造成的。
Analysts believed several major factors contributed to the arable land loss.
通过尽早发现不满意的客户，减少客户流失：电信行业的公司已经为防止客户流失建立了详细的预测分析模型。
Reduce customer churn by identifying unhappy customers as early as possible: Companies in the telecommunication sector already have elaborate predictive analytic models for customer churn.
失业率(今年的平均失业率是17.5%)居高不下；分析人士担心人才流失。
Unemployment, which this year averaged 17.5%, is high; analysts worry about a brain-drain.
她强调，这只是很简单的错误，但也会流失潜在收入。 而因为没有进行网站流量分析，很多公司都没发现这些问题的存在。
She emphasised that it’s simple mistakes that lose potential revenue but without Web analytics most companies are unaware that such problems exist.
然而，分析师认为，现代旗下热销车型——改款伊兰特的推出将帮助现代从韩国国内竞争对手手中夺回流失的消费者。
But new models, such as a revamped version of its best selling Elantra compact, will help it recapture domestic customers from its competitors, analysts said.
我的工作在于分析她们的对话并从中发现交流失败的原因。
My job is to analyze conversations and discover why communications fail.
本文主要从纳税人心理角度分析我国税收流失的原因并提出相应的对策。
The article analyzes the causes and measures of tax-losing from the view of tax payers psychology.
本文主要通过对高科技产业人才流失的成因分析，提出一系列的对策，以提高高科技企业的竞争力。
In this paper, high-tech industry through the analysis of the causes of brain drain, put forward a series of measures to improve the competitiveness of high-tech enterprises.
高精度数字高程模型(DEM)是水土流失规律研究与流域地形空间分析中重要的空间数据。
High accuracy DEMs is an important data in study of soil erosion and terrain feature space analysis.
文章主要内容包括绪论、相关理论的综述、人才流失的原因分析、人才流失的对策、结论五个部分。
This paper include five parts mainly:introduction, summary of relevant theories, analysis the causes of talents loss, countermeasure of brian drain and then the conclusion.
分析出石光公司人才流失的特点、后果及危害。
Analyzes the sunlight company brain drain the characteristic, the consequence and the harm.
通过化学分析、等温吸附试验对广州重要水源地流溪河流域的菜地土壤磷素特征和流失风险进行了研究分析。
The characteristics and run-off risk of vegetable plot soil phosphorus in Liuxi river area was analysed by chemistry analysis and adsorption experiment.
本文通过对国有土地收益流失原因及现状的分析，提出了完善立法、依法追究相关责任人法律责任、强化土地执法等相应法律对策。
This paper gives some good advice on how to improve the Land Law, the House and Real Estate Law of China after analysing the reasons and fact of the lost of the revenue of the state owned land.
分析了模具厂外贸部门的人员流失问题，提出了解决方法。
Analyzed the HR problem of foreign trade department in mould factory, provided the solution.
通过化学分析和土壤淋洗试验对广州城郊菜地土壤磷素特征和流失风险进行了研究和分析。
The phosphorus characteristics and loss risk assessment of vegetable garden soils in the suburbs of Guangzhou city were studied by chemical analyses and leaching experiment.
本论文围绕L公司员工流失问题展开了详细分析讨论。
The thesis mainly analyses the problem of employee-leaving in Company L in details.
用耕地标准系数法系统地研究了1996年以来我国耕地数量的隐性流失情况，并分析了引起耕地数量隐性流失的原因。
The recessive loss of our cultivated land since 1996 was studied by using the standard coefficient method. And the causes for the recessive loss were analyzed as well.
文章针对目前的广告庸俗化现象，具体分析广告品味流失的表现，深入挖掘广告品味流失的根源。
Based on the current AD vulgarization, concrete analysis of the performance of the loss of taste advertising, advertising in-depth digging the root causes of the loss of taste.
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