TY - JOUR
T1 - Contract Design in Hierarchical Game for Sponsored Content Service Market
AU - Xiong, Zehui
AU - Zhao, Jun
AU - Zhang, Yang
AU - Niyato, Dusit
AU - Zhang, Junshan
N1 - Funding Information:
We consider a sponsored content delivery network consisting of a Mobile Network Operator (MNO), a Sponsored Content Provider (SCP) and a set of End Users (EUs) denoted as N . Each EU i 2 N can access and consume the content, e.g., video content,2 from the SCP, and the content can be downloaded directly through the network infrastructure supported by the MNO. The EU pays the data price to the MNO for accessing the network infrastructure. Nonetheless, the data usage of each EU, i.e., for downloading contents from the SCP, can also be subsidized by the SCP under the sponsored content scheme. Note that the SCP earns the advertisement revenue, e.g., from the third-party, and the EU obtains the additional sponsorship while enjoying the downloaded content.
Funding Information:
Index Terms—Network economics, sponsored content, contract theory, game theory
Publisher Copyright:
© 2002-2012 IEEE.
PY - 2021/9/1
Y1 - 2021/9/1
N2 - With a sponsored content scheme of mobile services, a content provider can encourage end users/subscribers to access its contents, e.g., with an advertisement, by paying part of the data price to the network operator. As a result, the content provider and end users are both actively engaged into the sponsored content ecosystem. As such, a key challenge is how to provide proper sponsorship given the content demand from the users and the service fee charged by the network operator. Furthermore, the information asymmetry between the content provider and users makes the sponsorship problem more challenging. In this paper, we propose a Stackelberg game-based framework to tackle this challenge. In the framework, the network operator, as the leader, determines the data price first, and the content provider as well as users, as the followers, make the decisions on sponsorship and content demand based on the data price, respectively. We model the interaction between the content provider and the users as a contract game in the presence of asymmetric information. In the contract game, the content provider designs a contract that contains its sponsorship strategies toward all types of users. We then derive the necessary and sufficient conditions of feasible contracts and obtain an optimal contract to maximize the profit of the content provider. Taking into account the optimal contract of contract game, we also investigate the optimal pricing of the network operator through backward induction. We prove that the Stackelberg equilibrium is unique under a mild condition and present the numerical results to illustrate some important properties of the equilibrium.
AB - With a sponsored content scheme of mobile services, a content provider can encourage end users/subscribers to access its contents, e.g., with an advertisement, by paying part of the data price to the network operator. As a result, the content provider and end users are both actively engaged into the sponsored content ecosystem. As such, a key challenge is how to provide proper sponsorship given the content demand from the users and the service fee charged by the network operator. Furthermore, the information asymmetry between the content provider and users makes the sponsorship problem more challenging. In this paper, we propose a Stackelberg game-based framework to tackle this challenge. In the framework, the network operator, as the leader, determines the data price first, and the content provider as well as users, as the followers, make the decisions on sponsorship and content demand based on the data price, respectively. We model the interaction between the content provider and the users as a contract game in the presence of asymmetric information. In the contract game, the content provider designs a contract that contains its sponsorship strategies toward all types of users. We then derive the necessary and sufficient conditions of feasible contracts and obtain an optimal contract to maximize the profit of the content provider. Taking into account the optimal contract of contract game, we also investigate the optimal pricing of the network operator through backward induction. We prove that the Stackelberg equilibrium is unique under a mild condition and present the numerical results to illustrate some important properties of the equilibrium.
KW - contract theory
KW - game theory
KW - Network economics
KW - sponsored content
UR - http://www.scopus.com/inward/record.url?scp=85112811436&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85112811436&partnerID=8YFLogxK
U2 - 10.1109/TMC.2020.2991060
DO - 10.1109/TMC.2020.2991060
M3 - Article
AN - SCOPUS:85112811436
SN - 1536-1233
VL - 20
SP - 2763
EP - 2778
JO - IEEE Transactions on Mobile Computing
JF - IEEE Transactions on Mobile Computing
IS - 9
M1 - 9079925
ER -