Design of Mobile Internet Big Data User Behavior Analysis Engine Based on Cloud Computing

Caixia Tao; Xiaojun Xie; Kang Chen; Lirong, Guo; Chun Liu

doi:10.3969/j.issn.1000-0801.2013.03.006

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Design of Mobile Internet Big Data User Behavior Analysis Engine Based on Cloud Computing

Topic: big data technology and Applications | 更新时间：2024-06-05

- Design of Mobile Internet Big Data User Behavior Analysis Engine Based on Cloud Computing
- Telecommunications Science Vol. 29, Issue 3, Pages: 27-31(2013)
- 作者机构：
- 作者简介：
- 基金信息：
- DOI：10.3969/j.issn.1000-0801.2013.03.006
  CLC：
- Published Online：2013-03，
  
  Published：20 March 2013
- 稿件说明：
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Caixia Tao, Xiaojun Xie, Kang Chen, et al. Design of Mobile Internet Big Data User Behavior Analysis Engine Based on Cloud Computing[J]. Telecommunications science, 2013, 29(3): 27-31.
DOI：

Caixia Tao, Xiaojun Xie, Kang Chen, et al. Design of Mobile Internet Big Data User Behavior Analysis Engine Based on Cloud Computing[J]. Telecommunications science, 2013, 29(3): 27-31. DOI： 10.3969/j.issn.1000-0801.2013.03.006.

摘要

随着移动互联网的迅速发展，运营商面临的竞争日益激烈，流量经营势在必行，基于用户行为分析的精确营销是重要手段。但在大数据时代，随着移动互联网业务和用户数量的快速增长，传统的架构难以适应海量数据挖掘的要求。本文提出了一种基于云计算的移动互联网大数据用户行为分析引擎解决方案，包括系统总体架构设计、大数据入库与预处理组件、大数据用户行为分析模型等关键模块的设计，最后分析了系统测试效果。

Abstract

A1ong with the rapid deve1opment of mobi1e internet

te1ecom operators face an increasing1y competition.So traffic operations are imperative for te1ecom operators

and precise marketing based on user behavior ana1ysis is an important means.But in the era of big data

with the rapid growth of the mobi1e internet service and the number of users

the traditiona1 architecture is difficu1t to adapt to the requirements of mass data mining.A design of mobi1e internet big data user behavior ana1ysis engine based on c1oud computing was provided

inc1uding the overa11 system architecture design so1ution

the big data 1oading components and the big data user behavior ana1ysis mode1 components.Additiona11y

the test resu1ts of system performance were ana1yzed.

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references

陈康，郑纬民 . 云计算：系统实例与研究现状 . 软件学报， 2009 ， 20 （ 5 ）

冯铭，王保进，蔡建宇 . 基于云计算的可重构移动互联网用户行为分析系统的设计 . 计算机科学， 2011 （ 8 ）

Anand Rajaraman ， Jeffrey David Ullman . Mining of Massive Datasets ， University Press , 2011

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