Perceived effectiveness of text vs. multimedia Location-Based Advertising messaging
International Journal of Mobile Communications
How much can behavioral targeting help online advertising?
Proceedings of the 18th international conference on World wide web
Mobile advertising: evaluating the effects of animation, user and content relevance
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
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Advertising has become an integral and inseparable part of the World Wide Web. However, neither public auditing nor monitoring mechanisms still exist in this emerging area. In this paper, we present our initial efforts on building a content-level auditing service for web-based ad networks. Our content-level measurements - understanding the ad distribution mechanisms and evaluating location-based and behavioral targeting approaches - bring useful auditing information to all entities involved in the online advertising business. We extensively evaluate Google's, AOL's, and Adblade's ad networks and demonstrate how their different design philosophies dominantly affect their performance at the content level.