In recent years, data has become one of the most important resources in the digital
economy. Unlike traditional resources, the digital nature of data makes it difficult to value …

The increasing demand for data-driven machine learning (ML) models has led to the
emergence of model markets, where a broker collects personal data from data owners to …

Organizations that would mutually benefit from pooling their data are otherwise wary of
sharing. This is because sharing data is costly-in time and effort-and, at the same time, the …

Shapley value provides a unique way to fairly assess each player's contribution in a
coalition and has enjoyed many applications. However, the exact computation of Shapley …

Addressing the increasing demand for data exchange has led to the development of data
markets that facilitate transactional interactions between data buyers and data sellers. Still …

With the prevalence of data-driven research, data valuation has attracted attention from the
computer science field. How to appraise a single datum becomes an imperative problem …

Shapley value provides a unique way to fairly assess each player's contribution in a
coalition and has enjoyed many applications. However, the exact computation of Shapley …

In most blockchain-based application scenarios, a complete application logic consists of
multiple continuous transactions, in which the initiation of one transaction depends on the …

Data is the new oil of the 21st century. The growing trend of trading data for greater welfare
has led to the emergence of data markets. A data market is any mechanism whereby the …

The Shapley value provides a unique approach to equitably gauge each player's
contribution within a coalition and has extensive applications with various utility functions. In …