Affiliations: [a]
Department of Humanities and Cultural Heritage, University of Udine, Udine, Italy
| [b]
Department of Enterprise Engineering, University of Rome Tor Vergata, Rome, Italy
Correspondence:
[*]
Corresponding author: Danilo Croce, Department of Enterprise Engineering, University of Rome Tor Vergata, Rome, Italy. E-mail: croce@info.uniroma2.it.
Abstract: The 2023 edition of the AIxIA Conference, held in Rome, brought together a large number of researchers and practitioners to discuss the most recent and important advancements in Artificial Intelligence (AI). The conference featured 19 workshops, organized by 77 experts, attracting 248 submissions and resulting in 16 proceedings. This special issue presents extended versions of selected papers initially showcased at these workshops. Each paper underwent rigorous review and represents a diverse array of topics, reflecting the multifaceted nature of the Italian AI community. The topics covered include ethical foundations to symbiotic AI, symbolic knowledge extraction from black-box models, creative influence prediction using graph theory, AI approaches to multidimensional poverty prediction, an assessment of AI-based supports for informal caregivers, deep learning-based EEG denoising, AI-assisted board-game-based learning, large language models for assessment and feedback in higher education, geometric reasoning in the Traveling Salesperson Problem, defeasible reasoning in weighted knowledge bases, and conditional computation in neural networks. These contributions demonstrate the innovative and interdisciplinary research within the AI community, offering valuable insights and advancing the field.
Keywords: Artificial intelligence, ethical AI, explainable AI, AI for healthcare, AI in education, formal methods, deep learning, geometric reasoning
