Participation and Data Valuation in IoT Data Markets through Distributed Coalitions. (arXiv:2206.07785v2 [cs.NI] UPDATED)

Web: http://arxiv.org/abs/2206.07785

This paper considers a market for Internet of Things (IoT) data that is used
to train machine learning models. The data is supplied to the market platform
through a network and the price of the data is controlled based on the value it
brings to the machine learning model. We explore the correlation property of
data in a game-theoretical setting to eventually derive a simplified
distributed solution for a data trading mechanism that emphasizes the mutual
benefit of devices and …

arxiv data distributed iot markets valuation