Maximizing profit on user-generated content platforms with heterogeneous participants

Shaolei Ren, Jaeok Park, Mihaela Van Der Schaar

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Abstract

In this paper, we consider a user-generated content platform monetized through advertising and managed by an intermediary. To maximize the intermediary's profit given the rational decision-making of content viewers and heterogeneous content producers, a payment scheme is proposed in which the intermediary can either tax or subsidize the content producers. First, we use a model with a representative content viewer to determine how the content viewers' attention is allocated across available content by solving a utility maximization problem. Then, by modeling the content producers as self-interested agents making independent production decisions, we show that there exists a unique equilibrium in the content production stage, and propose a best-response dynamics to model the decision-making process. Next, we study the intermediary's optimal payment based on decisions made by the representative content viewer and the content producers. In particular, by considering the well-known quality-adjusted Dixit-Stiglitz utility function for the representative content viewer, we derive explicitly the optimal payment maximizing the intermediary's profit and characterize analytical conditions under which the intermediary should tax or subsidize the content producers. Finally, we generalize the analysis by considering heterogeneity in terms of production costs among the content producers.

Original languageEnglish
Title of host publication2012 Proceedings IEEE INFOCOM, INFOCOM 2012
Pages612-620
Number of pages9
DOIs
Publication statusPublished - 2012 Jun 4
EventIEEE Conference on Computer Communications, INFOCOM 2012 - Orlando, FL, United States
Duration: 2012 Mar 252012 Mar 30

Other

OtherIEEE Conference on Computer Communications, INFOCOM 2012
CountryUnited States
CityOrlando, FL
Period12/3/2512/3/30

Fingerprint

Profitability
Taxation
Decision making
Dynamic response
Marketing
Costs

All Science Journal Classification (ASJC) codes

  • Computer Science(all)
  • Electrical and Electronic Engineering

Cite this

Ren, S., Park, J., & Van Der Schaar, M. (2012). Maximizing profit on user-generated content platforms with heterogeneous participants. In 2012 Proceedings IEEE INFOCOM, INFOCOM 2012 (pp. 612-620). [6195804] https://doi.org/10.1109/INFCOM.2012.6195804
Ren, Shaolei ; Park, Jaeok ; Van Der Schaar, Mihaela. / Maximizing profit on user-generated content platforms with heterogeneous participants. 2012 Proceedings IEEE INFOCOM, INFOCOM 2012. 2012. pp. 612-620
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Ren, S, Park, J & Van Der Schaar, M 2012, Maximizing profit on user-generated content platforms with heterogeneous participants. in 2012 Proceedings IEEE INFOCOM, INFOCOM 2012., 6195804, pp. 612-620, IEEE Conference on Computer Communications, INFOCOM 2012, Orlando, FL, United States, 12/3/25. https://doi.org/10.1109/INFCOM.2012.6195804

Maximizing profit on user-generated content platforms with heterogeneous participants. / Ren, Shaolei; Park, Jaeok; Van Der Schaar, Mihaela.

2012 Proceedings IEEE INFOCOM, INFOCOM 2012. 2012. p. 612-620 6195804.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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Ren S, Park J, Van Der Schaar M. Maximizing profit on user-generated content platforms with heterogeneous participants. In 2012 Proceedings IEEE INFOCOM, INFOCOM 2012. 2012. p. 612-620. 6195804 https://doi.org/10.1109/INFCOM.2012.6195804