Maximizing revenue from strategic recommendations under decaying trust
Dütting P, Henzinger M, Weber I. 2012. Maximizing revenue from strategic recommendations under decaying trust. Proceedings of the 21st ACM international conference on Information and knowledge management. CIKM: Conference on Information and Knowledge Management, 2268–2286.
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Conference Paper
| Published
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Scopus indexed
Author
Dütting, Paul;
Henzinger, MonikaISTA ;
Weber, Ingmar
Abstract
Suppose your sole interest in recommending a product to me is to maximize the amount paid to you by the seller for a sequence of recommendations. How should you recommend optimally if I become more inclined to ignore you with each irrelevant recommendation you make? Finding an answer to this question is a key challenge in all forms of marketing that rely on and explore social ties; ranging from personal recommendations to viral marketing.
We prove that even if the recommendee regains her initial trust on each successful recommendation, the expected revenue the recommender can make over an infinite period due to payments by the seller is bounded. This can only be overcome when the recommendee also incrementally regains trust during periods without any recommendation. Here, we see a connection to "banner blindness," suggesting that showing fewer ads can lead to a higher long-term revenue.
Publishing Year
Date Published
2012-10-29
Proceedings Title
Proceedings of the 21st ACM international conference on Information and knowledge management
Publisher
Association for Computing Machinery
Page
2268-2286
Conference
CIKM: Conference on Information and Knowledge Management
Conference Location
Maui, HI, United States
Conference Date
2012-10-29 – 2012-11-02
ISBN
IST-REx-ID
Cite this
Dütting P, Henzinger M, Weber I. Maximizing revenue from strategic recommendations under decaying trust. In: Proceedings of the 21st ACM International Conference on Information and Knowledge Management. Association for Computing Machinery; 2012:2268-2286. doi:10.1145/2396761.2398621
Dütting, P., Henzinger, M., & Weber, I. (2012). Maximizing revenue from strategic recommendations under decaying trust. In Proceedings of the 21st ACM international conference on Information and knowledge management (pp. 2268–2286). Maui, HI, United States: Association for Computing Machinery. https://doi.org/10.1145/2396761.2398621
Dütting, Paul, Monika Henzinger, and Ingmar Weber. “Maximizing Revenue from Strategic Recommendations under Decaying Trust.” In Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2268–86. Association for Computing Machinery, 2012. https://doi.org/10.1145/2396761.2398621.
P. Dütting, M. Henzinger, and I. Weber, “Maximizing revenue from strategic recommendations under decaying trust,” in Proceedings of the 21st ACM international conference on Information and knowledge management, Maui, HI, United States, 2012, pp. 2268–2286.
Dütting P, Henzinger M, Weber I. 2012. Maximizing revenue from strategic recommendations under decaying trust. Proceedings of the 21st ACM international conference on Information and knowledge management. CIKM: Conference on Information and Knowledge Management, 2268–2286.
Dütting, Paul, et al. “Maximizing Revenue from Strategic Recommendations under Decaying Trust.” Proceedings of the 21st ACM International Conference on Information and Knowledge Management, Association for Computing Machinery, 2012, pp. 2268–86, doi:10.1145/2396761.2398621.