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author:

Zheng, Yulan (Zheng, Yulan.) [1]

Indexed by:

EI

Abstract:

With the development of e-commerce, more and more enterprises attach importance to precision marketing for network channels. This study adopted the decision tree algorithm in data mining to achieve precision marketing. Firstly, precision marketing and C4.5 decision tree algorithm were briefly introduced. Then e-commerce enterprise A was taken as an example. The data from January to June 2018 were collected. Four attributes including age, income, occupation and educational background were selected for calculation and decision tree was established to extract classification rules.The results showed that the consumers of the products of the company were high-income young and middle-aged people, middle-income young people, middle-income middle-aged and elderly people with a college degree or above, low-income middle-aged people with a college degree or above and low-income elderly people with a state-owned enterprise. After precision marketing to these customers, it was found that the monthly sales volume of the enterprise increased by 22.82% and the marketing cost decreased by 28.21%, which verified the effectiveness and application value of precision marketing and showed that the decision tree algorithm could provide enterprises with decision support in precision marketing. © 2020 CRL Publishing Ltd

Keyword:

Data mining Decision support systems Decision trees Electronic commerce Marketing Trees (mathematics)

Community:

  • [ 1 ] [Zheng, Yulan]College of Economic and Management, Fuzhou University, Fuzhou, Fujian; 350108, China

Reprint 's Address:

  • [zheng, yulan]college of economic and management, fuzhou university, fuzhou, fujian; 350108, china

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Source :

Computer Systems Science and Engineering

ISSN: 0267-6192

Year: 2020

Issue: 4

Volume: 35

Page: 293-298

1 . 4 8 6

JCR@2020

2 . 2 0 0

JCR@2022

ESI HC Threshold:149

JCR Journal Grade:3

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 0

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