Article ID Journal Published Year Pages File Type
385893 Expert Systems with Applications 2011 11 Pages PDF
Abstract

Customer relationship management (CRM) is a multi-perspective business paradigm which aims maximizing the benefits gained from relationships with customers. The aim of this paper is to compare the CRM performances of e-commerce firms using a multiple criteria decision making (MCDM) approach. Analytical network process (ANP) is a MCDM methodology which can take the inner and outer dependencies among multiple criteria into consideration. As there are dependencies among CRM performance evaluation criteria, ANP is used for comparing the CRM performances of the e-commerce firms under consideration. A sensitivity analysis also provided in order to monitor the robustness of the proposed ANP framework to changes in the weights of evaluation criteria. To the authors’ knowledge, this will be the first study which evaluates CRM performance using ANP.

► Customer relationship management (CRM) is a multi-perspective business paradigm which aims to maximize the benefits gained from relationships with customers. ► The aim of this paper is to compare the CRM performances of e-commerce firms. ► A multiple criteria decision making (MCDM) approach is used in the study. Analytical network process (ANP) is a MCDM methodology which can take the inner and outer dependencies among multiple criteria into consideration. There are dependencies among CRM performance evaluation criteria. ► ANP is used for comparing the CRM performances of the considered e-commerce firms. ► A sensitivity analysis is provided to monitor the robustness of the framework Sensitivity analysis shows the robustness of the framework to changes in the weights of evaluation criteria. To the authors’ knowledge, this will be the first study which evaluates CRM performance using ANP.

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Physical Sciences and Engineering Computer Science Artificial Intelligence
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