本文選題：客戶流失因素分析　切入點：客戶挽留策略　出處：《電子科技大學》2013年碩士論文　論文類型：學位論文

【摘要】：伴隨著全球經濟和科技的迅猛發(fā)展，勞動生產率急劇提升，市場上產品和服務供給豐富且多樣，絕大部分的市場變成了買方市場。由于企業(yè)間的競爭不斷的加劇，產品導向轉變?yōu)榭蛻魧�，形成了新的競爭格局�？蛻袅魇КF(xiàn)象突出，優(yōu)質客戶資源成為企業(yè)爭奪的焦點，并成為衡量企業(yè)核心競爭力的重要指標。 客戶流失與客戶保持是同現(xiàn)象的兩個對立面，屬于客戶關系管理的分支。本文研究的對象是T公司的客戶流失因素及分析、模型構建及客戶保持應對策略，運用了文獻法、個案調研法及實驗法。首先，對客戶流失及保持的相關研究文獻作了概括論述，對工業(yè)氣體行業(yè)背景、當前T公司現(xiàn)狀和客戶流失因素進行了分析，介紹T公司客戶流失的數(shù)據(jù)挖掘和模型構建；其次，對T公司客戶的數(shù)據(jù)，選擇了三種分類算法，分析客戶流失數(shù)據(jù)的結果，校驗三種分類方法的結果以及性能比較。然后，根據(jù)客戶價值和營銷工具組合理論和文獻資料，提出適合T公司的客戶挽留策略；最后，總結本文及研究局限，展望未來的研究方向。本文希望能通過分析評估T公司客戶價值，結合數(shù)據(jù)挖掘模型和企業(yè)的需要，進行客戶群細分管理及提供差異化服務；通過對客戶流失的分析，，尋找相應的客戶挽留策略，保持對T公司有利的客戶資源；在預算約束的條件下，優(yōu)化企業(yè)有限的資源分配，實現(xiàn)股東價值最大化。
[Abstract]:With the rapid development of the global economy and technology, labor productivity sharply, the market supply of products and services are rich and varied, the vast majority of the market into a buyer's market. The competition among enterprises is intensified, product oriented to customer oriented, the formation of a new pattern of competition. Customer churn phenomenon is prominent, high quality customers resources become the focus of the competition among corporations, and has become an important index for measuring the core competitiveness of enterprises.
Customer churn and customer retention is the same phenomenon of two opposite, belong to the branch of customer relationship management. The object of this paper is the analysis of customer churn and factors of T company, and build customer model strategies to maintain, use a literature method, case research method and experimental method. Firstly, the relevant literature and the loss of customers keep the summarized, for the industrial gas industry background, the current situation of T company and customer loss factors are analyzed, the construction model of T, introduces the data mining and customer churn; secondly, the T company customer data, choose three kinds of classification algorithms, the data results of customer churn analysis, comparative check three classification results and performance. Then, according to the customer value and marketing tool combination theory and literature, put forward the customer retention strategy for T company; finally, summarizes the limitations of this study and, Directions for future research. This paper hopes through the analysis of customer value evaluation of T company, combining with the data mining model and the needs of enterprises, customer segmentation management group and provide differentiated services; through the analysis of the loss of customers, looking for customer retention strategies for T company, maintain favorable customer resources in the budget constraint; under the condition of optimal allocation of Resources Enterprises Limited, to maximize shareholder value.

【學位授予單位】：電子科技大學
【學位級別】：碩士
【學位授予年份】：2013
【分類號】：F274

【參考文獻】

相關期刊論文 前7條

1 陳明亮,李懷祖;客戶價值細分與保持策略研究[J];成組技術與生產現(xiàn)代化;2001年04期

2 劉英姿;吳昊;;客戶細分方法研究綜述[J];管理工程學報;2006年01期

3 余永紅;向曉軍;高陽;商琳;楊育彬;;面向服務的云數(shù)據(jù)挖掘引擎的研究[J];計算機科學與探索;2012年01期

4 呂昊;林君;曾曉獻;;改進樸素貝葉斯分類算法的研究與應用[J];湖南大學學報(自然科學版);2012年12期

5 周艷;劉杰;孫可;;基于決策屬性挑選策略的改進的決策樹算法[J];沈陽師范大學學報(自然科學版);2011年01期

6 盧泰宏;;營銷管理演進綜述[J];外國經濟與管理;2008年01期

7 胡理增;于信陽;張長賦;譚元戎;;基于經費約束和廣義客戶終身價值最大化的多客戶流失挽救模型[J];系統(tǒng)工程理論與實踐;2009年02期

本文編號：1563547