A survey of data marketplaces and their business models

SA Azcoitia, N Laoutaris - ACM SIGMOD Record, 2022 - dl.acm.org
Data is becoming an indispensable production factor for the modern economy, matching or
exceeding in importance traditional factors such as land, infrastructure, labor and capital. As …

Try Before You Buy: A practical data purchasing algorithm for real-world data marketplaces

SA Azcoitia, N Laoutaris - Proceedings of the 1st International Workshop …, 2022 - dl.acm.org
Data trading is becoming increasingly popular, as evident by the appearance of scores of
data marketplaces (DMs) in the last few years satisfying the demand for third-party data. For …

A Comprehensive Study of Shapley Value in Data Analytics

H Lin, S Wan, Z Xie, K Chen, M Zhang, L Shou… - arXiv preprint arXiv …, 2024 - arxiv.org
Over the last few years, Shapley value (SV), a solution concept from cooperative game
theory, has found numerous applications in data analytics (DA). This paper provides the first …

Data-Driven Digital Mobility Twins

M Sakr - Proceedings of the 7th ACM SIGSPATIAL Workshop on …, 2023 - dl.acm.org
There is more and more data on transportation becoming available, thanks to the open data
initiatives. Yet issues persist with its quality and usability. These inconsistencies pose …