Click fraud resistant methods for learning click-through rates
WINE'05 Proceedings of the First international conference on Internet and Network Economics
The Glitch in On-line Advertising: A Study of Click Fraud in Pay-Per-Click Advertising Programs
International Journal of Electronic Commerce
The Glitch in On-line Advertising: A Study of Click Fraud in Pay-Per-Click Advertising Programs
International Journal of Electronic Commerce
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The online advertising industry is currently based on two dominant business models: the pay-per-impression model and the pay-per-click model. These pricing models aim to address two dimensions of an advertisers' objective function: brand awareness and sales generation. An alternative model, discussed but not widely used in the advertising industry, is pay-per-conversion, or more generally, pay-per-action. In this note, we discuss mechanisms for the pay-per-action model and various challenges involved in designing such mechanisms.