Data Pricing for Blockchain-based Car Sharing: A Stackelberg Game Approach

斯塔克伯格竞赛 计算机科学 数据共享 服务提供商 博弈论 数据建模 人气 原始数据 服务(商务) 运筹学 微观经济学 业务 数据库 经济 营销 病理 工程类 程序设计语言 社会心理学 替代医学 医学 心理学
作者
Chengzhen Xu,Kun Zhu,Changyan Yi,Ran Wang
标识
DOI:10.1109/globecom42002.2020.9322221
摘要

With the increasing popularity of car sharing, a large amount of vehicle data has been generated which has great potential values for various applications (e.g., analyzing user habits for more economic benefits). These valuable data can be traded among owners and buyers on a data trading platform. Traditionally, data is traded in a centralized market which requires data exchange by trustworthy authorities. In this work, to address the potential unreliable issues (e.g., data loss and leakage), we design a consortium blockchain-based data trading framework to create a P2P trading market and enhance the security of data trading. We classify the data into five types to distinguish data with different values. Specifically, we investigate the pricing issue in the proposed car-sharing data market, which consists of data owner, service provider and data buyer. The data owner gives the pricing strategy of original data, and then the service provider processes the raw data and provides hierarchical quality of data with different data accuracy and privacy levels to the buyer who determines the data purchase strategy. Based on the interactions among these three parties, we formulate the problem as a three-layer Stackelberg game. Backward induction is applied to analyze the solution of the problem, and we conduct theoretical analysis to show the existence of Stackelberg game equilibrium. Numerical results evaluate the performance of our system under different settings.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
PDF的下载单位、IP信息已删除 (2025-6-4)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
1秒前
11发布了新的文献求助10
2秒前
2秒前
3秒前
不学无术发布了新的文献求助10
5秒前
hanna完成签到 ,获得积分10
5秒前
6秒前
科研通AI5应助科研通管家采纳,获得10
6秒前
斯文败类应助科研通管家采纳,获得10
6秒前
小二郎应助科研通管家采纳,获得10
7秒前
领导范儿应助科研通管家采纳,获得10
7秒前
Orange应助科研通管家采纳,获得10
7秒前
香蕉觅云应助科研通管家采纳,获得10
7秒前
FashionBoy应助科研通管家采纳,获得10
7秒前
桐桐应助科研通管家采纳,获得10
7秒前
彭于晏应助科研通管家采纳,获得10
7秒前
慕青应助科研通管家采纳,获得10
7秒前
科研通AI5应助科研通管家采纳,获得10
7秒前
爆米花应助科研通管家采纳,获得10
7秒前
czh应助科研通管家采纳,获得20
7秒前
qqshown完成签到,获得积分10
8秒前
8秒前
8秒前
8秒前
8秒前
10秒前
量子星尘发布了新的文献求助10
10秒前
XAN发布了新的文献求助10
11秒前
DijiaXu应助必过六级采纳,获得10
13秒前
小门发布了新的文献求助10
13秒前
14秒前
Afaq发布了新的文献求助10
14秒前
马er发布了新的文献求助10
16秒前
17秒前
LIU完成签到 ,获得积分10
17秒前
17秒前
ing完成签到,获得积分10
19秒前
19秒前
20秒前
SciGPT应助Quinna采纳,获得10
21秒前
高分求助中
A new approach to the extrapolation of accelerated life test data 1000
ACSM’s Guidelines for Exercise Testing and Prescription, 12th edition 500
‘Unruly’ Children: Historical Fieldnotes and Learning Morality in a Taiwan Village (New Departures in Anthropology) 400
Indomethacinのヒトにおける経皮吸収 400
Phylogenetic study of the order Polydesmida (Myriapoda: Diplopoda) 370
基于可调谐半导体激光吸收光谱技术泄漏气体检测系统的研究 350
Robot-supported joining of reinforcement textiles with one-sided sewing heads 320
热门求助领域 (近24小时)
化学 材料科学 医学 生物 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 遗传学 基因 物理化学 催化作用 冶金 细胞生物学 免疫学
热门帖子
关注 科研通微信公众号,转发送积分 3989263
求助须知:如何正确求助?哪些是违规求助? 3531418
关于积分的说明 11253814
捐赠科研通 3270066
什么是DOI,文献DOI怎么找? 1804884
邀请新用户注册赠送积分活动 882084
科研通“疑难数据库(出版商)”最低求助积分说明 809136