A survey on big data market: Pricing, trading and protection

F Liang, W Yu, D An, Q Yang, X Fu, W Zhao - Ieee Access, 2018 - ieeexplore.ieee.org
Big data is considered to be the key to unlocking the next great waves of growth in
productivity. The amount of collected data in our world has been exploding due to a number …

Data pricing strategy based on data quality

H Yu, M Zhang - Computers & Industrial Engineering, 2017 - Elsevier
This paper presents a bi-level mathematical programming model for the data-pricing
problem that considers both data quality and data versioning strategies. Data products and …

An hybrid approach to quality evaluation across big data value chain

MA Serhani, HT El Kassabi, I Taleb… - 2016 IEEE International …, 2016 - ieeexplore.ieee.org
While the potential benefits of Big Data adoption are significant, and some initial successes
have already been realized, there remain many research and technical challenges that must …

Big data market optimization pricing model based on data quality

J Yang, C Zhao, C Xing - Complexity, 2019 - Wiley Online Library
In recent years, data has become a special kind of information commodity and promoted the
development of information commodity economy through distribution. With the development …

Pricing and sample set strategies of data providers under quality information asymmetry

A Xing, H Wang - Journal of the Operational Research Society, 2024 - Taylor & Francis
Current data transactions are usually driven by data providers, and data buyers have little
information about the data they will buy. In turn, this information asymmetry impacts the data …

Share: Stackelberg-Nash based Data Markets

Y Bi, J Liu, C Zhao, J Zhao, K Ren… - 2024 IEEE 40th …, 2024 - ieeexplore.ieee.org
With the prevalence of data-driven intelligence, data markets with various data products are
gaining considerable interest as a promising paradigm for commoditizing data and …

[PDF][PDF] 大数据拍卖的定价策略与方法

陈志注, 王宏志, 熊风, 张义策, 高宏… - 中国科学技术大学学报, 2018 - just.ustc.edu.cn
由于大数据具有多样性, 价值稀疏性等特点, 使大数据定价充满困难. 以大数据拍卖为背景,
针对大数据具有可复制性, 传统拍卖模型无法解决卖家应该拍多少件大数据商品才能获得最大 …

基于数据质量的公平数据定价

陈思莹, 张丹, 丁小欧, 王宏志 - 大数据, 2024 - infocomm-journal.com
随着数据的爆炸式增长, 以数据为关键要素的数字经济进一步发展. 在数据市场中,
建立公平高效的定价交易系统变得尤为重要. 针对数据市场的公平性, 提出了基于数据质量的 …

A model for addressing quality issues in big data

GA Onyeabor, A Ta'a - Recent Trends in Data Science and Soft Computing …, 2019 - Springer
Big Data (BD) is everywhere and quite a lot of benefits have been derived from its usage by
different organizations. Notwithstanding, there are still numerous technical and research …

Intelligent decision support for data purchase

DML Martins, G Vossen, FB de Lima Neto - Proceedings of the …, 2017 - dl.acm.org
The Big Data era is affording a paradigm change on decision-making approaches. More and
more, companies as well as individuals are relying on data rather than on the so called" gut …