Multi-level association rules for MP3P marketing strategies based on extensive marketing survey data

被引:3
|
作者
Kyun, Doo Min [1 ]
Sohn, So Young [1 ]
Kim, Jong Seok [1 ]
机构
[1] Yonsei Univ, Dept Informat & Ind Engn, Seoul 120749, South Korea
关键词
MP3P; Marketing strategy; Association rule; Data mining; Cluster analysis; PATTERNS;
D O I
10.1016/j.eswa.2009.03.033
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This study analyzes the purchase patterns of MPEG Audio Layer-3 Players (MP3) customers in Korea. Factor analysis, clustering, and association rules are used to find the purchase patterns of segmented groups. From our analysis, 7 major factors were identified: technique, business, stylishness, rationale, late adaptor, pragmatic propensity, and music. Based on these factors and demographic data, six types of user groups are identified. Subsequently, we identify the chain of purchase processes of each cluster of customers. Finally, we propose target marketing strategies for segmented groups. We expect that our study results can provide direction for marketing and public relations strategies for MP3P manufacturers. (c) 2009 Elsevier Ltd. All rights reserved.
引用
收藏
页码:11582 / 11588
页数:7
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