AD-MAD: Automated Development and Optimization of Online Advertising Campaigns

被引:1
|
作者
Thomaidou, Stamatina [1 ]
Leymonis, Konstantinos [1 ]
Liakopoulos, Kyriakos [1 ]
Vazirgiannis, Michalis [1 ]
机构
[1] Athens Univ Econ & Business, Dept Informat, Athens, Greece
关键词
online advertising; pay-per-click advertising; automated campaign management; genetic algorithms; Google AdWords; automated keyword extraction;
D O I
10.1109/ICDMW.2012.144
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Creating and monitoring a competitive and cost-effective pay-per-click advertisement campaign through the web-search channel is a resource demanding task in terms of human expertise and effort. Assisting or even automating the work of an advertising specialist will have an unrivaled commercial value. In this demonstration we present a prototype and a functional web application for semi-and fully-automated creation, monitoring, and management of cost-efficient pay-per-click campaigns with budget constraints. The prototype is experimentally evaluated on real world Google AdWords campaigns and shows a promising behavior with regards to campaign performance statistics outperforming systematically the competitive manually created and/or monitored campaigns.
引用
收藏
页码:902 / 905
页数:4
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