共查询到19条相似文献,搜索用时 156 毫秒
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以机器学习为背景的知识发现和数据挖掘技术是一门新兴的信息处理技术,而客户关系管理的经营理念是决定现代企业能否取得成功的关键因素,两者的结合则可以有效地提高企业的核心竞争力。本文较为详细地介绍了知识发现的概念、过程、方法及其在客户关系管理中的具体应用。 相似文献
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数据挖掘技术在客户关系管理中的应用研究 总被引:17,自引:0,他引:17
客户关系管理是继企业流程再造、企业资源计划以后出现的面向顾客的新型管理机制。文章介绍了客户关系管理的内容,提出了传统信息处理技术在支持客户关系管理方面的不足,分析了数据挖掘技术在客户关系管理中的作用,并构建了数据挖掘在客户关系管理中的应用模型。 相似文献
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客户关系管理以客户为中心,深入研究客户行为,通过客户关怀提高客户满意度,进而提高企业的竞争力。而数据挖掘技术则为客户关系管理提供了强有力的技术支持。文章阐述了数据挖掘技术在客户关系管理中应用的研究背景和意义,并介绍了客户关系管理思想、数据挖掘的过程和方法、以及数据挖掘技术在客户关系管理中的应用。 相似文献
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知识管理和知识挖掘在客户关系管理中的应用 总被引:5,自引:0,他引:5
从知识管理和客户关系管理概念人手,阐述了知识管理和客户关系管理的关系,在此基础上,对知识管理和知识挖掘在客户关系管理系统中的应用作了深入的论述。 相似文献
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客户关系管理(CRM)已成为目前企业管理决策的重要部分。而数据挖掘技术为客户关系管理的实施提供了良好的支持。本文简要介绍了常用数据挖掘技术在客户关系管理中的应用。 相似文献
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关系技术是网络时代建立和发展客户关系的一个全新的概念,即通过数据挖掘、数据分析实现客户关系管理的技术。它能够将对客户数据的持续搜集和理解转变为可行动的信息,即将信息转变为行动。基于此,探讨了关系技术与客户关系管理的整合、关系技术在企业客户关系管理市场中的应用以及中国企业发展关系技术的必然性。 相似文献
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在电子商务环境中,客户与企业交流的过程中产生了海量的客户行为数据记录,这是企业提高客户关系管理能力的巨大优势。但与此同时,企业也面临着如何有效挖掘和利用这些信息资源,优化客户关系,提升企业竞争力的巨大挑战。论文在分析客户关系管理在企业运营中的重要作用的基础上,讨论了常用的个性化推荐技术及其在电子商务客户关系管理中的应用。 相似文献
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Zeynab Soltani Batool Zareie Farnaz Sharifi Milani Nima Jafari Navimipour 《The Journal of High Technology Management Research》2018,29(2):237-246
Customer Relationship Management (CRM) is a very important growing business practice in today's environment. It is used for managing the interaction between a company and its future and current customers. CRM approach's task is analyzing data about the history of customers with a company. It focuses on a way to retain customers, therefore it helps the growth of sales. This leads to improvement of company's business relationship with customers. Current study's goal is to determine how technology, organizational capability, customer orientation, and customer knowledge management influence CRM success. We try to see that how the performance of an organization is affected by the achievement of CRM. For testing the hypotheses, Partial Least Squares Structural Equation Modeling (PLS-SEM) was adopted. Results have indicated that the success of CRM is highly influenced through “information technology use”, also “customer orientation”, “organizational capability”, and “customer knowledge management” are related to CRM success. Finally, along with the future research avenues and limitations, study implications and findings are discussed. 相似文献
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基于知识管理的CRM体系架构 总被引:1,自引:0,他引:1
With the formulation of customer-centered competitive strategies in enterprise transformation process, cus-tomer relationship management (CRM) and knowledge management (KM) have become the focus of the enterprises‘ con-cem. This article attempts to guide the enterprise to using the idea, technology and method of KM in implementing CRM,and presents the system structure and main content of KM-based CRM. 相似文献
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客户关系管理系统(CRM)初探 总被引:1,自引:0,他引:1
在这个数字和网络知识爆炸的时代,出现了越来越多的IT新概念,CRM就是其中之一,而且越来越受到关注并得以应用,走进了我们的生活。为此,现就CRM的理念及系统实施进行了初步阐述。 相似文献
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Analyzing the impact of knowledge management on CRM success: The mediating effects of organizational factors 总被引:1,自引:0,他引:1
Aurora Garrido-MorenoAuthor Vitae Antonio Padilla-MeléndezAuthor Vitae 《International Journal of Information Management》2011,31(5):437-444
Customer relationship management (CRM) and knowledge management (KM) have become key strategic tool for all companies, especially in the current competitive environment. Moreover, customer knowledge is an important issue for CRM implementation. Reviewing the literature, we found many studies that analyze the crucial role played by KM initiatives as determinants of the success of CRM. Moreover, we found also diverse studies that show high rates of failure when implementing that strategy, so there is still no integrated conceptual framework to guide companies to their successful implementation. In this paper, with data of 153 Spanish hotels, we examine the relationships between KM and CRM success using a structural equation model. The main contribution is that having knowledge management capabilities is not sufficient for the success of CRM, but there are other factors to consider. In particular, organizational factors indeed impact CRM success and they appear to be intermediaries of the impact of other factors (KM capabilities/technological/customer orientation factors) in the success of CRM (in financial and marketing terms). 相似文献
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Employing the literature on IT governance and the structuration theory of technology assimilation, this research develops a conceptual model to examine decision execution mechanisms of IT governance in post-adoption stages of CRM diffusion, i.e. CRM use, impacts on business processes, and impacts on firm performance. While the literature mainly addresses the forms and contingencies of IT governance structures for decision making, we focus on IT governance mechanisms for decision execution, that is, the role of top management, business managers and IT managers in post-adoption stages of technology diffusion and how these groups are held accountable for their role. We conceptualize decision execution mechanisms of IT governance as including two dimensions: vertical advocacy from top management and horizontal coordination between business and IT managers. Decision execution mechanisms are assumed to facilitate CRM use and value creation. We analyze a dataset of 82 Chinese firms to examine the model and associated hypotheses. Our results show that: (1) decision execution mechanisms, including both vertical advocacy and horizontal coordination, significantly contribute to the three stages of CRM diffusion; (2) vertical advocacy has a notably greater effect on CRM use and firm performance gains than horizontal coordination, which has a greater effect on process gains. (3) CRM use creates operational and strategic benefits in customer-oriented business processes, which further improves firm performance. These findings have important implications for understanding how IT governance shapes the diffusion of CRM technology. 相似文献
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顾客知识管理及其对竞争优势的贡献 总被引:6,自引:1,他引:6
顾客知识管理不同于知识管理,也有别于顾客关系管理.知识管理聚焦于组织内部员工之间的知识共享;顾客关系管理聚焦于公司收集到的结构化的交易数据;而顾客知识管理则聚焦于驻留于顾客心中的知识.顾客知识能力是一种潜在的竞争优势来源,通过适当的开发和培育,它能够提高新产品的成功率,而且能够在竞争对手之前捕获市场机会. 相似文献