Navigating the Data Trading Crossroads: An Interdisciplinary Survey

Y Yu, J Yu, X Wang, J Li, Y Lin, C He, Y Yang… - arXiv preprint arXiv …, 2024 - arxiv.org
Data has been increasingly recognized as a critical factor in the future economy. However,
constructing an efficient data trading market faces challenges such as privacy breaches …

A Bargaining-based Approach for Feature Trading in Vertical Federated Learning

Y Cui, L Yao, Z Li, Y Li, B Ding, X Zhou - arXiv preprint arXiv:2402.15247, 2024 - arxiv.org
Vertical Federated Learning (VFL) has emerged as a popular machine learning paradigm,
enabling model training across the data and the task parties with different features about the …

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 …

Data on the Move: Traffic-Oriented Data Trading Platform Powered by AI Agent with Common Sense

Y Yu, S Yao, T Zhou, Y Fu, J Yu, D Wang… - 2024 IEEE Intelligent …, 2024 - ieeexplore.ieee.org
In the digital era, data has become a pivotal asset, advancing technologies such as
autonomous driving. Despite this, data trading faces challenges like the absence of robust …

Data provenance via differential auditing

X Mu, M Pang, F Zhu - IEEE Transactions on Knowledge and …, 2023 - ieeexplore.ieee.org
With the rising awareness of data assets, data governance, which is to understand where
data comes from, how it is collected, and how it is used, has been assuming evergrowing …

[PDF][PDF] Role of Artificial Intelligence and IT Governance on Industrial Pollution Management in Canada

P Abbaspour - Royal Green Technologies, 2023 - researchgate.net
Abstract Artificial Intelligence (AI) and IT governance are playing an increasingly significant
role in managing industrial pollution in Canada. With the nation's commitment to reducing …

[HTML][HTML] Alliance chain-based simulation on a new clinical research data pricing model

J Li, D Wang, G Qi, Z Li, J Huang, Z Zhu… - Annals of …, 2022 - ncbi.nlm.nih.gov
Background Multicenter clinical research faces many challenges, including how to
quantitatively evaluate the data contribution of each research center. However, few data …

Democratizing Power in Tech: Reconceptualizing Data Production as a Form of Labor

H Li - 2022 - search.proquest.com
Public-facing data-driven technologies such as social media platforms and search engines
rely on data producers, such as users and crowd workers, to be feasible and financially …

Research on the Path of Smart Grid Data Assetization

W Chen, J Zhang, L Wu, Z Yu - 2022 2nd International …, 2022 - books.google.com
With the advancement of the digital strategic transformation of power enterprise, how to
efficiently use massive smart grid data to serve society and benefit enterprises has become …

A Novel Method of Data Element Trading and Asset Value Appreciation

Z Jiang - Highlights in Business, Economics and Management, 2023 - drpress.org
Data elements, as a new type of production factor, have begun to be integrated into the
national economic value creation system. Data assetization is an important way to realize …