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Issue title: Special Section: Applications of intelligent & fuzzy theory in engineering technologies and applied science
Guest editors: Stanley Lima and Álvaro Rocha
Article type: Research Article
Authors: Zhang, Boa; * | Zhang, B.b
Affiliations: [a] Shenzhen Boshi Qiangzhi Science and Technology Co. Ltd., Shenzhen, China | [b] York University, Toronto, Canada
Correspondence: [*] Corresponding author. Bo Zhang, Shenzhen Boshi Qiangzhi Science and Technology Co. Ltd., Shenzhen 518034, China. E-mail: zsyyuh@163.com.
Abstract: The frequent trading activities of electronic commerce make the online transaction volume of Chinese enterprises increase year by year, but many enterprises still follow the traditional marketing strategy, which is not conducive to the long-term development of enterprises. Online precision marketing system model based on big data was built, Hadoop + MapReduce precision marketing model platform was implemented, all the data were stored in a distributed storage system, data mining technology was used to deal with it and provide the basis for enterprise decision making. China’s H group was studied. The “user portrait database” and the corresponding E-R map were constructed. The height subdivision factor with strong correlation was selected for cluster analysis, and the product was subdivided by cluster analysis. This study has certain reference significance for the collection and mining of online data of enterprises in our country and contributes to the long-term healthy development of the enterprise.
Keywords: Large data, precision marketing, user portrait, storage
DOI: 10.3233/JIFS-169637
Journal: Journal of Intelligent & Fuzzy Systems, vol. 35, no. 3, pp. 2837-2845, 2018
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