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基于用户行为分析的广告欺诈点击检测

龚尚福 姜晓旭

计算机应用与软件2011,Vol.28Issue(4):127-128,149,3.
计算机应用与软件2011,Vol.28Issue(4):127-128,149,3.

基于用户行为分析的广告欺诈点击检测

DETECTING FRAUDULENT CLICKS IN ADVERTISEMENT BASED ON USER BEHAVIOUR ANALYSIS

龚尚福 1姜晓旭1

作者信息

  • 1. 西安科技大学计算机科学与技术学院,陕西,西安,710054
  • 折叠

摘要

Abstract

At present, the behaviour of frauduient clicks in internet advertisements severely damages the interesis of the search engine business and the advertisers, which leads to the payment pattern of per-clicking to be questioned. Fraudulent clieks have become a persistent ailment against the healthy development of internet adverisement. Aiming at the predicament encountered by the internet advertising industry,a technology of fraudulent clicka detetion on adverisement based on user behaviour analysis is proposed. After a user behaviour data warehouse is built, the legal grades of user clieking are predicted by using Bayesian classifier based on user behaviour data. Finally, the validity of user clicks is ultimately judged in conjunction with game control mechanism.

关键词

欺诈点击/用户行为/数据挖掘/博弈控制

Key words

Fraudulent click/ User behaviour/ Data mining/ Game control

引用本文复制引用

龚尚福,姜晓旭..基于用户行为分析的广告欺诈点击检测[J].计算机应用与软件,2011,28(4):127-128,149,3.

基金项目

2008年度国家级教学改革基金(FIB070335-A8-16). (FIB070335-A8-16)

计算机应用与软件

OA北大核心CSCDCSTPCD

1000-386X

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