TY - GEN
T1 - Profit maximization on user-generated content platforms
AU - Ren, Shaolei
AU - Park, Jaeok
AU - Van Der Schaar, Mihaela
PY - 2011
Y1 - 2011
N2 - In this paper, we consider a user-generated content platform monetized through advertising and managed by an intermediary. We study a payment scheme in which the intermediary either taxes or subsidizes a content producer an amount of money proportional to the number of views of the producer's content. 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 and to reach the equilibrium. Next, we study the optimal payment scheme (i.e., the payment scheme maximizing the intermediary's profit) that the intermediary chooses taking into account the 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 per content view and characterize analytical conditions under which the intermediary should tax or subsidize the content producers. Numerical results show that under some scenarios, by using the proposed payment scheme, the intermediary may even double its profit that can be obtained without the proposed scheme.
AB - In this paper, we consider a user-generated content platform monetized through advertising and managed by an intermediary. We study a payment scheme in which the intermediary either taxes or subsidizes a content producer an amount of money proportional to the number of views of the producer's content. 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 and to reach the equilibrium. Next, we study the optimal payment scheme (i.e., the payment scheme maximizing the intermediary's profit) that the intermediary chooses taking into account the 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 per content view and characterize analytical conditions under which the intermediary should tax or subsidize the content producers. Numerical results show that under some scenarios, by using the proposed payment scheme, the intermediary may even double its profit that can be obtained without the proposed scheme.
UR - http://www.scopus.com/inward/record.url?scp=84862946802&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84862946802&partnerID=8YFLogxK
U2 - 10.1109/Allerton.2011.6120160
DO - 10.1109/Allerton.2011.6120160
M3 - Conference contribution
AN - SCOPUS:84862946802
SN - 9781457718168
T3 - 2011 49th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2011
SP - 135
EP - 142
BT - 2011 49th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2011
T2 - 2011 49th Annual Allerton Conference on Communication, Control, and Computing, Allerton 2011
Y2 - 28 September 2011 through 30 September 2011
ER -