DocumentCode :
2369007
Title :
Research and application of small and medium-sized manufacturing enterprises sales promotion model based on data mining
Author :
Yong, Wang ; Hengshan, Wang
Author_Institution :
Bus. Sch., Univ. of Shanghai for Sci. & Technol., Shanghai, China
fYear :
2011
fDate :
25-27 June 2011
Firstpage :
1
Lastpage :
6
Abstract :
How to make an appropriate sales promotion strategy is critical for enterprises, especially those small and medium-sized manufacturing enterprises. In this paper, we propose a customer-oriented model for sales promotion using data mining techniques. The proposed model can efficiently discovery the association rules between goods. To make the mining algorithm more scalable, a sparse data structure is designed and embedded into an improved association rule mining algorithm. We apply the proposed model on a cleaning product manufacturer. Experimental results show its effectiveness.
Keywords :
data mining; promotion (marketing); sales management; small-to-medium enterprises; strategic planning; association rule mining algorithm; cleaning product manufacturer; data mining techniques; sales promotion strategy model; small-and-medium sized manufacturing enterprises; sparse data structure; Algorithm design and analysis; Association rules; Data models; Itemsets; Marketing and sales; Promotion - marketing; Apriori algorithm; association rules; data mining; knowledge discovery in database;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Service Systems and Service Management (ICSSSM), 2011 8th International Conference on
Conference_Location :
Tianjin
ISSN :
2161-1890
Print_ISBN :
978-1-61284-310-0
Type :
conf
DOI :
10.1109/ICSSSM.2011.5959433
Filename :
5959433
Link To Document :
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