Towards Global Optimization in Display Advertising by Integrating Multimedia Metrics with Real-Time Bidding

Xiang Chen
2017 Proceedings of the 2017 ACM on Multimedia Conference - MM '17  
Real-time bidding (RTB) has become a new norm in display advertising where a publisher uses auction models to sell online user's page view to advertisers. In RTB, the ad with the highest bid price will be displayed to the user. This ad displaying process is biased towards the publisher. In fact, the benefits of the advertiser and the user have been rarely discussed. Towards the global optimization, we argue that all stakeholders' benefits should be considered. To this end, we propose a novel
more » ... putation framework where multimedia techniques and auction theory are integrated. This doctoral research mainly focus on 1) figuring out the multimedia metrics that affect the effectiveness of online advertising; 2) integrating the discovered metrics into the RTB framework. We have presented some preliminary results and discussed the future directions.
doi:10.1145/3123266.3123966 dblp:conf/mm/Chen17b fatcat:kolputa3dzf4fob5hzxvxyygzq