The personalization of our news consumption on social media has a tendency to reinforce our pre-existing beliefs instead of balancing our opinions. To tackle this issue, Garimella et …
Abstract Multi-Armed Bandit (MAB) systems are witnessing an upswing in applications within multi-agent distributed environments, leading to the advancement of collaborative MAB …
Actor-critic algorithms have shown remarkable success in solving state-of-the-art decision- making problems. However, despite their empirical effectiveness, their theoretical …
Social science NLP tasks, such as emotion or humor detection, are required to capture the semantics along with the implicit pragmatics from text, often with limited amounts of training …
Abstract Information diffusion in social networks is a well-studied concept in social choice theory. We propose the study of the diffusion of two secrets in a heterogeneous environment …
A Castiglione, G Cozzolino, F Moscato… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Viral marketing is the modern version of the old “word-of-mouth” advertising, where companies choose a restricted number of persons, considered “influential,” recommending …
It is widely believed that the adoption behavior of a decision-maker in a social network is related to the number of signals it receives from its peers in the social network. It is unclear if …
Humans live among other humans, not in isolation. Therefore, the ability to learn and behave in multi-agent environments is essential for any autonomous system that intends to …
S Lee, YJ Son - IISE Annual Conference and Expo 2018, 2018 - par.nsf.gov
The social media have been increasingly used for disaster management (DM) via providing real time data on a broad scale. For example, some smartphone applications (eg Disaster …