Future directions in human mobility science

L Pappalardo, E Manley, V Sekara… - Nature computational …, 2023 - nature.com
We provide a brief review of human mobility science and present three key areas where we
expect to see substantial advancements. We start from the mind and discuss the need to …

[HTML][HTML] Human-AI coevolution

D Pedreschi, L Pappalardo, E Ferragina… - Artificial Intelligence, 2024 - Elsevier
Human-AI coevolution, defined as a process in which humans and AI algorithms
continuously influence each other, increasingly characterises our society, but is …

[PDF][PDF] Social AI and the challenges of the human-AI ecosystem

D Pedreschi, L Pappalardo… - arXiv preprint arXiv …, 2023 - researchgate.net
The rise of large-scale socio-technical systems in which humans interact with artificial
intelligence (AI) systems (including assistants and recommenders, in short AIs) multiplies the …

A survey on the impact of AI-based recommenders on human behaviours: methodologies, outcomes and future directions

L Pappalardo, E Ferragina, S Citraro… - arXiv preprint arXiv …, 2024 - arxiv.org
Recommendation systems and assistants (in short, recommenders) are ubiquitous in online
platforms and influence most actions of our day-to-day lives, suggesting items or providing …

Efficient Integration of Heterogeneous Mobility-Pollution Big Data for Joint Analytics at Scale with QoS Guarantees

IM Al Jawarneh, L Foschini, P Bellavista - Future Internet, 2023 - mdpi.com
Numerous real-life smart city application scenarios require joint analytics on unified views of
georeferenced mobility data with environment contextual data including pollution and …

One-Shot Traffic Assignment with Forward-Looking Penalization

G Cornacchia, M Nanni, L Pappalardo - Proceedings of the 31st ACM …, 2023 - dl.acm.org
Traffic assignment (TA) is crucial in optimizing transportation systems and consists in
efficiently assigning routes to a collection of trips. Existing TA algorithms often do not …

Navigation services amplify concentration of traffic and emissions in our cities

G Cornacchia, M Nanni, D Pedreschi… - arXiv preprint arXiv …, 2024 - arxiv.org
The proliferation of human-AI ecosystems involving human interaction with algorithms, such
as assistants and recommenders, raises concerns about large-scale social behaviour …

Prosocial dynamics in multiagent systems

FP Santos - AI Magazine, 2024 - Wiley Online Library
Meeting today's major scientific and societal challenges requires understanding dynamics of
prosociality in complex adaptive systems. Artificial intelligence (AI) is intimately connected …

Traffic jam by GPS: A systematic analysis of the negative social externalities of large-scale navigation technologies

E Schade, GL Savino, Y Gunal, J Schöning - PLoS one, 2024 - journals.plos.org
The increased usage of navigation technologies has caused conflicts in local traffic
management, resulting in congested residential areas among other challenges for residents …

Review of Traffic Assignment and Future Challenges

M Elimadi, A Abbas-Turki, A Koukam, M Dridi… - Applied Sciences, 2024 - mdpi.com
The problem of traffic assignment consists of determining the routes taken by the users of
transportation infrastructure. This problem has been the subject of numerous studies …