Please use this identifier to cite or link to this item: http://hdl.handle.net/11455/42352
標題: Assessing Customer Satisfaction in a V-commerce Environment
作者: Chang, S.E.
張樹之
Jang, Y.T.
關鍵字: back propagation networks
customer satisfaction
customization
electronic commerce
voice applications
neural-network
electronic commerce
intelligent agents
failure
customization
accessibility
segmentation
information
generation
transforms
期刊/報告no:: Journal of Organizational Computing and Electronic Commerce, Volume 19, Issue 1, Page(s) 30-49.
摘要: This article describes the design and implementation of a non-intrusive method of assessing customer satisfaction in a voice-enabled electronic commerce environment. After recording a customer's speech voice during his or her interaction with a voice-enabled Web system (VWS), a subsequent questionnaire survey was immediately administered to identify the satisfaction level of the customer. Afterward, a collection of recorded customer voice files and the corresponding values of customer satisfaction were used to construct an artificial neural network-based expert system, the satisfaction level assessment system (SLAS), which was thereafter integrated into VWS for automatically detecting the satisfaction level of VWS users. Experiments were performed to test the feasibility and applicability of the proposed method, and good preliminary results were derived. Instead of using the conventional questionnaire-based approach, SLAS is non-intrusive because it does not require users to fill out any questionnaire. The proposed method can be used by various voice-based business applications, such as call centers and customer relationship management, to achieve the business objective of improving customer satisfaction, enforcing customer loyalty, increasing re-purchase rate, and enhancing enterprise's benefits. The proposed SLAS (including method and system) that was filed for patent application was recently approved by the Taiwan Intellectual Property Office under Patent No. I268478.
URI: http://hdl.handle.net/11455/42352
ISSN: 1091-9392
文章連結: http://dx.doi.org/10.1080/10919390802605083
Appears in Collections:科技管理研究所

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