Title :
Fuzzy Decision Tree Algorithm for Customer Knowledge Management of PLM
Author :
Hu, Jichao ; An, Sufang ; Wang, Jinshan
Author_Institution :
Coll. of Inf. Eng., Shijiazhuang Univ. of Econ., Shijiazhuang, China
Abstract :
Compared with the information acquisition model based on product-centered in Customer Knowledge Management (CKM) of PLM (Product Life-Cycle Management), this paper proposes a new client-centered model which achieves the customer´s ambiguous and uncertainty knowledge. In order to present the structure for the dataset which is from several the customer´s tables, this paper proposes Fuzzy Decision Tree (FDT) algorithm for CKM to predict who the important or potential consumers are. The experimental result shows that the proposed method can be stronger and robust for classification and prediction in CKM.
Keywords :
customer satisfaction; decision trees; fuzzy set theory; knowledge management; product life cycle management; CKM; PLM; client-centered model; customer knowledge management; fuzzy decision tree algorithm; information acquisition model; product life-cycle management; Accuracy; Data mining; Decision trees; Prediction algorithms; Testing; Training; Uncertainty; Client-Centered; Customer Knowledge Management; Fuzzy Decision Tree; Product Life-Cycle Management;
Conference_Titel :
Information Technology, Computer Engineering and Management Sciences (ICM), 2011 International Conference on
Conference_Location :
Nanjing, Jiangsu
Print_ISBN :
978-1-4577-1419-1
DOI :
10.1109/ICM.2011.301