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Data Mining in Customer Relationship Management in companies
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作者 吴元升 魏文华 《科技信息》 2011年第12期I0129-I0130,共2页
More and more practice proves that focusing on customer needs is the key to business success.So studying on customer relationship management is very important for its implementation in enterprises.In recent years,data... More and more practice proves that focusing on customer needs is the key to business success.So studying on customer relationship management is very important for its implementation in enterprises.In recent years,data mining in customer relationship management(CRM) application has always been one of the hot spots.This paper shows the relevant methods of data mining application in CRM taking Telecom as an example. 展开更多
关键词 客户关系管理 数据挖掘 经济学 电信
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Knowledge Management and Customer Relationship Management for Accounting Services Companies
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作者 Mirela Elena Nichita Marcel Vulpoi Georgiana Toader 《Chinese Business Review》 2013年第6期435-442,共8页
By combining the abilities to respond directly to customer requests and to provide the customer with a highly interactive, customized experience, companies have a greater ability today to establish nurture and sustain... By combining the abilities to respond directly to customer requests and to provide the customer with a highly interactive, customized experience, companies have a greater ability today to establish nurture and sustain long-term customer relationships than ever before. The ultimate goal is to transform these relationships into greater profitability by increasing repeat purchase rates and reducing customer acquisition costs. Customer relationship management (CRM) has a significant potential to leverage an organization's performance, but it does not come without a clear sense of destination and typically without pain. For the research methodology we use the database of customers of a Romanian accounting services company Vulpoi & Toader Management SRL, which is an important player in this market. The goal of our paper is to find out the link between knowledge management (KM) and CRM for this company and how these "innovations" contribute to increasing the value of the business. 展开更多
关键词 knowledge management (KM) customer relationship management crm ACCOUNTING PROFIT value ofbusiness
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Customer Relationship Management to Customer Value&Customer Loyalty of Fixed Broadband:Study Case on Fixed Broadband Company in Indonesia
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作者 Erikson Sianipar H.Sucherly +1 位作者 Umi Kaltum Yevis Marty Oesman 《Management Studies》 2018年第6期444-453,共10页
The increase of fixed broadband penetration can increase a country’s economic growth.Indonesian fixed broadband usage density still lags far behind other countries.This condition becomes a great opportunity for opera... The increase of fixed broadband penetration can increase a country’s economic growth.Indonesian fixed broadband usage density still lags far behind other countries.This condition becomes a great opportunity for operators in marketing fixed broadband products.The different offers and services of each fixed broadband operator in Indonesia will have an impact on the ease of acquiring and maintaining customer loyalty levels.The unstable number of subscribers(unsubscribing/switch to other operator)is increasing year by year.This condition can be caused by customer value perceived by the customer that is inferior because the management of customer relationship management is less good.The method used is descriptive and explanatory.The unit of analysis is the last customer of four broadband operators in Indonesia.Time horizon is cross-sectional,where the research is conducted simultaneously.The survey data are collected from questionnaires to fixed broadband subscribers and through focus group discussions and interviews with managers related to the object study.Data are analyzed descriptively and quantitatively and this research uses quantitative research design using Structural Equation Modeling(SEM).The findings show that the effect of customer relationship management on customer loyalty through customer value is significant. 展开更多
关键词 customer relationship management customer VALUE customer LOYALTY fixed BROADBAND
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Study of Customer Relationship Asset Management from the People-oriented Perspective
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作者 Yuguo WANG 《Asian Agricultural Research》 2020年第9期11-15,共5页
With the advent of the knowledge economy and information age in the 21st century,the relationship between managers,the managed personnel,and customers has undergone tremendous changes.In order to meet the needs of the... With the advent of the knowledge economy and information age in the 21st century,the relationship between managers,the managed personnel,and customers has undergone tremendous changes.In order to meet the needs of the development of the times,the business management has gradually turned to the study of people,and humanistic management has become one of the important factors influencing the sustainable development of enterprises.This paper came up with people-oriented management approaches and countermeasures for enterprises from corporate culture,customer satisfaction and loyalty,balance sheet management,customer database establishment,and improvement of the rate of return of customer relationship assets. 展开更多
关键词 People-orientation customer relationship assets Business management
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Digital Marketing Strategies for Effective Customer Relationship Management
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作者 Baisakhi Mitra Mustaphi 《Journal of Modern Accounting and Auditing》 2020年第8期376-384,共9页
Digital marketing is growing at a rapid rate.Nearly one in 10 Internet visits ends up at a social network;nearly one in four page views is on a social networking site,thus,making social networking a lucrative option f... Digital marketing is growing at a rapid rate.Nearly one in 10 Internet visits ends up at a social network;nearly one in four page views is on a social networking site,thus,making social networking a lucrative option for brand managers to market their brand and to create a brand identity.It is felt that people’s brand choices used to be heavily influenced by advertising.Today,this pattern is changing.Persons with access to computers,iPads,or smart phones now take time to reach the brands in a category,such as cars or TV,before making their final choice.Younger persons find it very easy to look up information about products on the Internet,ask their Facebook friends,attend to bloggers,and watch YouTube.Under this backdrop,this paper will address the various digital marketing strategies for effective customer relationship management. 展开更多
关键词 INTERNET IDENTITY ADVERTISING customer relationship management
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Value judgment and reflection on the customer relationship management in domestic tourism projects
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作者 Geng Junzhen 《International English Education Research》 2014年第4期48-50,共3页
From the concept of the customer relationship, this article analyzes the current difticulties, and puts forward the value judg- ment and the optimal path of the customer relationship management in the domestic tourism... From the concept of the customer relationship, this article analyzes the current difticulties, and puts forward the value judg- ment and the optimal path of the customer relationship management in the domestic tourism projects. In order to make the discussion more concrete, this paper will take the "rural tourism projects in Phoenix City" as the object of study. Through the heterogeneity and coordina- tion, establish the value judgment, and the optimization measures under the reflection on the current situation can be constructed from four aspects. 展开更多
关键词 Domestic tourism project customer relationship management value judgment Phoenix Ancient Town Project
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The Study of Customer Knowledge Management in CRM
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作者 HuafinWang 《电子商务学刊(中英文版)》 2013年第2期32-37,共6页
关键词 电子商务 网上购物 购物网站 淘宝网
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The Study of Customer Relationship Management in E-Commerce
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作者 Hualin Wang 《管理科学与研究(中英文版)》 2014年第2期23-28,共6页
关键词 管理学 管理理论 管理技术 管理方法
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Management of Address Information to Improve Quality of Customer Contact
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作者 CHANG Taiwoo PARK Jinwoo +2 位作者 PARK Chankwon JEONG Hanil NAM Yunseok 《Journal of Electronic Science and Technology of China》 2004年第3期122-127,共6页
Customer relationship management systems are gaining importance in today's business environment since customer satisfaction is crucial to the success of an enterprise, and especially so in e-business environment w... Customer relationship management systems are gaining importance in today's business environment since customer satisfaction is crucial to the success of an enterprise, and especially so in e-business environment where customers can find substitute suppliers quite easily. In CRM, the quality of customer information is very important, and the address information even more so. It is because the address information plays a major role for customer contact channel and for timely and effective marketing service. Furthermore, it gives the basic source of geographic information for the offline delivery, the terminal activity of the e-commerce. In this study, we analyze various standards and proposals for the address information, and propose data models for the management of the information focusing on address components, and proto-type systems for management and service. 展开更多
关键词 customer relationship management customer information address information address component
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Research of CRM Based on Customer Intelligence Engine
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作者 HOU Lun, TANG Xiaowo (School of Management, University of Electronic Science and Technology of China Chengdu 610054 China) 《Journal of Electronic Science and Technology of China》 2004年第3期98-103,共6页
The discipline of business intelligence addresses a broad range of functional activities from data mining and statistical analysis to predictive modeling and reporting, and customer intelligence is the actionable outp... The discipline of business intelligence addresses a broad range of functional activities from data mining and statistical analysis to predictive modeling and reporting, and customer intelligence is the actionable output from an intelligence eco-system. In order to focus enterprise's attention on their customers satisfaction in the customer relationship management and make CRM system run more efficiently, a new concept of customer intelligence engine(CIE) is proposed at first time in the paper, the architecture of CIE is structured, the trigger of CIE is defined and described, the CIE-based CRM eco-system is also discussed. 展开更多
关键词 customer intelligence (CI) customer intelligence engine (CIE) business intelligence (BI) customer relationship management (crm)
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Mining Profitability of Telecommunication Customers Using K-Means Clustering
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作者 Hasitha Indika Arumawadu R. M. Kapila Tharanga Rathnayaka S. K. Illangarathne 《Journal of Data Analysis and Information Processing》 2015年第3期63-71,共9页
Data mining is the powerful technique, which can be widely used for discovering the customers’ behaviors as well as customer’s preferences. As a result, it has been widely used in top level companies for evaluating ... Data mining is the powerful technique, which can be widely used for discovering the customers’ behaviors as well as customer’s preferences. As a result, it has been widely used in top level companies for evaluating their Customer Relationship Management (CRM) system today. In this study, a new K-means clustering method proposed to evaluate the cluster customers’ profitability in telecommunication industry in Sri Lanka. Furthermore, RFM model mainly used as an input variable for K-means clustering and distortion curve used to identify optimal number of initial clusters. Based on the results, telecommunication customers’ profitability in Sri Lanka mainly categorized into three levels. 展开更多
关键词 K-MEANS Clustering Data MINING RFM Model customer relationship management
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后疫情时代基于BOPPPS模型的客户关系管理课程“线上+线下”教学模式探索与实践
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作者 肖旦 姬晓楠 《高教学刊》 2024年第29期128-131,共4页
后疫情时代客户关系管理课程的教学将由原来的线下教学单一模式转变为“线上+线下”一体化模式,该文基于BOPPPS模型利用雨课堂和微信教学群等工具,探索了以“学生为中心”的客户关系管理课程“线上+线下”教学模式,并应用于实际课堂。首... 后疫情时代客户关系管理课程的教学将由原来的线下教学单一模式转变为“线上+线下”一体化模式,该文基于BOPPPS模型利用雨课堂和微信教学群等工具,探索了以“学生为中心”的客户关系管理课程“线上+线下”教学模式,并应用于实际课堂。首先,在课前准备的线上阶段采用引入(Bridge-in)、目标(Objective)、前测(Pre-assessment);其次,在课中授课采用参与式学习(Participatory learning);最后,通过后测(Post-assessment)和小结(Summary)环节进行课后测评。结果表明,该模式不仅加深学生对客户关系管理的理解,激发学生的学习兴趣,而且提高学生提出问题、分析问题、解决问题的能力,帮助学生培养良好的学习习惯。 展开更多
关键词 后疫情时代 客户关系管理 BOPPPS模型 教学模式 课堂实践
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客户关系管理(CRM)的评述与展望 被引量:35
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作者 樊治平 王建宇 陈媛 《系统工程》 CSCD 北大核心 2002年第6期1-8,共8页
近年来 ,有关客户关系管理 (CRM)的研究受到了学术界与和企业界愈来愈多的关注 ,其理论与应用的研究已获得一些成果。在简要介绍 CRM发展历程之后 ,本文尝试从人文管理与信息技术两个不同角度对目前 CRM研究领域的部分工作做一简单的回... 近年来 ,有关客户关系管理 (CRM)的研究受到了学术界与和企业界愈来愈多的关注 ,其理论与应用的研究已获得一些成果。在简要介绍 CRM发展历程之后 ,本文尝试从人文管理与信息技术两个不同角度对目前 CRM研究领域的部分工作做一简单的回顾与评述 ,同时指出应该侧重于人文管理和系统的思考 ,以利于进一步的研究工作的开展。 展开更多
关键词 客户关系管理 顾客满意 电子商务 信息技术 企业
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分析型CRM的软件体系结构 被引量:17
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作者 李海明 吴建林 张雷 《计算机工程与应用》 CSCD 北大核心 2002年第5期110-112,共3页
随着客户关系管理概念的普及推广,各厂家的CRM产品及人们对CRM的讨论层出不穷,由于这些讨论大多集中在CRM的功能、效益及发展前景等方面,因而对CRM本身的软件体系结构却未能形成统一的标准。该文针对CRM系统中重要的支撑部分-分析型CRM... 随着客户关系管理概念的普及推广,各厂家的CRM产品及人们对CRM的讨论层出不穷,由于这些讨论大多集中在CRM的功能、效益及发展前景等方面,因而对CRM本身的软件体系结构却未能形成统一的标准。该文针对CRM系统中重要的支撑部分-分析型CRM,依据层次化体系结构和中间件的思想,提出一种分析型CRM的分层软件体系结构。 展开更多
关键词 客户关系管理 分析型crm 软件体系结构 分层结构 中间件 软件工程
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数据挖掘在客户关系管理(CRM)中的应用 被引量:47
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作者 李宝东 宋瀚涛 《计算机应用研究》 CSCD 北大核心 2002年第10期71-74,共4页
CRM现在逐渐成为企业的焦点 ,也成为计算机领域一个活跃的研究领域。介绍了有关CRM和数据挖掘的一些基本概念 ,以及数据挖掘应用于CRM所带来的好处 ;最后指出了如何在CRM中实施数据挖掘应用。
关键词 数据挖掘 客户关系管理 应用 数据库 应用程序 计算机
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数据挖掘技术在CRM中的应用 被引量:37
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作者 张喆 常桂然 黄小原 《中国管理科学》 CSSCI 2003年第1期53-59,共7页
客户关系管理(CRM)是数据挖掘技术的重要应用领域,也正是因为具有数据挖掘技术的支持才使CRM具有越来越广泛的市场价值和研究价值。本篇论文综述了面向CRM的数据挖掘应用的总体研究情况。包括面向CRM数据挖掘的体系结构;从客户生命周期... 客户关系管理(CRM)是数据挖掘技术的重要应用领域,也正是因为具有数据挖掘技术的支持才使CRM具有越来越广泛的市场价值和研究价值。本篇论文综述了面向CRM的数据挖掘应用的总体研究情况。包括面向CRM数据挖掘的体系结构;从客户生命周期的角度和行业应用角度分析了CRM中数据挖掘的应用状况;最后结合当前数据挖掘技术的发展指出了CRM中数据挖掘应用的进一步发展趋势以及我国在该领域的研究方向。 展开更多
关键词 数据挖掘技术 crm 客户关系管理 知识发现 决策支持 电子商务
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电信CRM技术发展研究 被引量:11
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作者 方芳 刘大有 +1 位作者 王新华 刘孟 《计算机工程》 CAS CSCD 北大核心 2010年第5期277-278,281,共3页
随着电信市场竞争的加剧,电信行业中客户关系管理(CRM)系统以其自身的优势成为电信企业提高服务质量、降低客户流失率、增强企业竞争力的关键。针对CRM理论与联机分析处理技术、数据挖掘技术、复杂网络理论及其技术的结合进行综述,给出... 随着电信市场竞争的加剧,电信行业中客户关系管理(CRM)系统以其自身的优势成为电信企业提高服务质量、降低客户流失率、增强企业竞争力的关键。针对CRM理论与联机分析处理技术、数据挖掘技术、复杂网络理论及其技术的结合进行综述,给出相关算法的步骤、评价及改进方案,讨论电信CRM的研究发展方向。 展开更多
关键词 客户关系管理 联机分析处理 数据挖掘 复杂网络
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基于平衡计分卡的CRM有效性评价模型研究 被引量:8
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作者 孟庆良 韩玉启 吴正刚 《管理工程学报》 CSSCI 2006年第4期46-50,共5页
客户关系管理(CRM)是二十一世纪的主导战略之一。由于CRM的复杂性,目前对CRM有效性评价的研究还很少。考虑到平衡计分卡(BSC)的优点,本文建立了一个基于BSC的CRM有效性评价模型,该模型包含四个视角:客户知识、客户交互、客户价值、客户... 客户关系管理(CRM)是二十一世纪的主导战略之一。由于CRM的复杂性,目前对CRM有效性评价的研究还很少。考虑到平衡计分卡(BSC)的优点,本文建立了一个基于BSC的CRM有效性评价模型,该模型包含四个视角:客户知识、客户交互、客户价值、客户感知价值。通过对四个视角的作用分析,构造了四个视角的评价矩阵,并通过一个案例研究验证了该模型的可行性和有效性。 展开更多
关键词 客户关系管理 有效性评价 平衡计分卡 crm BSC
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基于客户关系生命周期的CRM理念 被引量:15
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作者 徐忠海 王玲 《科研管理》 CSSCI 北大核心 2003年第6期94-102,共9页
在竞争激烈的市场中,企业在不断寻求获得新客户、保持现有客户和争取流失客户的新途径以获得和保持竞争优势。客户关系管理正是企业实现上述目标的有效手段。如今有很多人在讨论客户关系管理,但是大家对CRM这一时髦用语的理解并不一致... 在竞争激烈的市场中,企业在不断寻求获得新客户、保持现有客户和争取流失客户的新途径以获得和保持竞争优势。客户关系管理正是企业实现上述目标的有效手段。如今有很多人在讨论客户关系管理,但是大家对CRM这一时髦用语的理解并不一致。IT服务供应商将CRM视为特殊的软件解决方案或新的分析方法,强调销售自动化、计算机辅助销售、数据仓库、数据挖掘、呼叫中心的一体化等。而市场营销理论工作者和管理人员则认为CRM是客户导向和营销基本理念的回归,他们注重需求导向的客户细分、一对一营销、客户终身价值、客户维系和客户关怀等。而本文作者是从客户关系生命周期这一新角度去理解CRM。本文首先提出了客户关系生命周期的模型及其各阶段的特点,简要地介绍了CRM,然后对客户关系生命周期不同阶段的CRM对策和CRM措施的重点进行了深入的探讨。 展开更多
关键词 客户关系管理 客户关系生命周期 crm 企业 客户管理 忠诚度
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客户关系管理(CRM)的体系框架分析 被引量:85
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作者 齐佳音 李怀祖 《工业工程》 2002年第1期42-45,共4页
客户关系管理是当今企业管理研究的热点之一。本文从客户关系管理的概念框架、体系组件、模块结构、工作流程。
关键词 客户关系管理 盈利率 crm 体系框架 企业管理
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