• Complex
  • Title
  • Keyword
  • Abstract
  • Scholars
  • Journal
  • ISSN
  • Conference
成果搜索

author:

Zheng, Yulan (Zheng, Yulan.) [1] (Scholars:郑雨兰)

Indexed by:

EI Scopus SCIE

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.

Keyword:

C4.5 data mining decision tree precision marketing

Community:

  • [ 1 ] [Zheng, Yulan]Fuzhou Univ, Coll Econ & Management, Fuzhou 350108, Fujian, Peoples R China

Reprint 's Address:

  • 郑雨兰

    [Zheng, Yulan]Fuzhou Univ, Coll Econ & Management, Fuzhou 350108, Fujian, Peoples R China

Show more details

Version:

Related Keywords:

Related Article:

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 Discipline: COMPUTER SCIENCE;

ESI HC Threshold:149

JCR Journal Grade:3

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 5

SCOPUS Cited Count:

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

Online/Total:306/10030348
Address:FZU Library(No.2 Xuyuan Road, Fuzhou, Fujian, PRC Post Code:350116) Contact Us:0591-22865326
Copyright:FZU Library Technical Support:Beijing Aegean Software Co., Ltd. 闽ICP备05005463号-1