Information Disclosure under Competition in Sharing Systems

08/30/2023
by   Ningning Ding, et al.
0

Sharing systems have facilitated the redistribution of underused resources by providing convenient online marketplaces for individual sellers and buyers. However, sellers in these systems may not fully disclose the information of their shared commodities, due to strategic behaviors or privacy concerns. Sellers' strategic information disclosure significantly affects buyers' user experiences and systems' reputation. This paper presents the first analytical study on information disclosure and pricing of competing sellers in sharing systems. In particular, we propose a two-stage game framework to capture sellers' strategic behaviors and buyers' decisions. Although the optimization problem is challenging due to sellers' non-convex and non-monotonic objectives, we completely characterize the complex market equilibria by decomposing it into several tractable subproblems. We demonstrate that full disclosure by all sellers or non-disclosure by all sellers will both lead to intense price competition. The former all-disclosure case is never an equilibrium even when all sellers have good commodity qualities and low privacy costs, while the latter non-disclosure case can be an equilibrium under which all sellers get zero profit. We also reveal several critical factors that affect sellers' information disclosure. Interestingly, sellers' sharing capacity limitation and buyers' estimation biases encourage information disclosure as they mitigate sellers' competition.

READ FULL TEXT
research
10/01/2018

A Game-Theoretic Foundation of Deception: Knowledge Acquisition and Fundamental Limits

Deception is a technique to mislead human or computer systems by manipul...
research
02/15/2020

Market Power in Convex Hull Pricing

The start up costs in many kinds of generators lead to complex cost stru...
research
12/18/2017

Optimal Pricing of User-Initiated Data-Plan Sharing in a Roaming Market

A smartphone user's personal hotspot (pH) allows him to share cellular c...
research
03/04/2022

Aggregate effects of advertising decisions: a complex systems look at search engine advertising via an experimental study

Purpose: We model group advertising decisions, which are the collective ...
research
09/16/2021

Strategic Ranking

Strategic classification studies the design of a classifier robust to th...
research
05/25/2023

Strategic Data Sharing between Competitors

Collaborative learning techniques have significantly advanced in recent ...
research
04/03/2020

Reselling Information

Information is replicable in that it can be simultaneously consumed and ...

Please sign up or login with your details

Forgot password? Click here to reset