IEEE International Conference on e-Business Engineering (ICEBE'05)
An Integrated Rule-based and Case-based Reasoning System for Customer Service Management
Beijing, China
October 12-October 18
ISBN: 0-7695-2430-3
DOI Bookmark:
http://doi.ieeecomputersociety.org/10.1109/ICEBE.2005.28
This paper presents a hybrid system that integrates case-based reasoning (CBR) and rule-based reasoning (RBR) supported by data warehouse for customer service management (CSM). Cases represented by XML are extracted into data warehouse after data cleaning, integration, selection, and transformation. By integrating OLAP with data mining based on rough set theory in multidimensional databases, on-line analytical mining in different granularity provides CBR with the flexibility to select the desired solutions for customers. Examples illustrate the effectiveness of the proposed system.
Citation:
Liping AN, Jianyuan YAN, Lingyun TONG, "An Integrated Rule-based and Case-based Reasoning System for Customer Service Management," icebe, pp.266-273, IEEE International Conference on e-Business Engineering (ICEBE'05), 2005
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