Evaluating Human-AI Collaboration: A Review and Methodological Framework

G Fragiadakis, C Diou, G Kousiouris… - arXiv preprint arXiv …, 2024 - arxiv.org
The use of artificial intelligence (AI) in working environments with individuals, known as
Human-AI Collaboration (HAIC), has become essential in a variety of domains, boosting …

Distilling wisdom of crowds in online communities: A novel prediction market constructed with comment posters

L Dong, H Zheng, L Li, C Zhou - Decision Support Systems, 2024 - Elsevier
Aggregating the wisdom of crowds from user-generated content in the online community can
be valuable for decision-making. However, low-quality comments pose significant …

Price Interpretability of Prediction Markets: A Convergence Analysis

J Gao, Z Wang, W Wu, D Yu - Operations Research, 2024 - pubsonline.informs.org
Prediction markets are long known for prediction accuracy. This study systematically
explores the fundamental properties of prediction markets, addressing questions about their …

Machine learning augmentation reduces prediction error in collective forecasting: development and validation across prediction markets with application to COVID …

A Gruen, KR Mattingly, E Morwitch, F Bossaerts… - Ebiomedicine, 2023 - thelancet.com
Background The recent COVID-19 pandemic highlighted the challenges for traditional
forecasting. Prediction markets are a promising way to generate collective forecasts and …