|  | Vol-3923 urn:nbn:de:0074-3923-X Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# AIxPAC 2024
Artificial Intelligence for Perception and Artificial Consciousness 2024

### Proceedings of the 2nd Workshop on Artificial Intelligence for Perception and Artificial Consciousness (AIxPAC 2024)
co-located with the 22nd International Conference of the Italian Association for Artificial Intelligence (AIxIA 2024)

### Bolzano, Italy, November 28, 2024.

Edited by

### Alessandro Bruno *
Arianna Pipitone **
Riccardo Manzotti *
Agnese Augello ***
Pier Luigi Mazzeo ****
Filippo Vella ***
Giuseppe Mazzola **

* IULM University, Italy
** University of Palermo, Italy
*** ICAR CNR, Italy
**** ISASI CNR, Italy

## Table of Contents

- Preface
  Summary: There were 8 papers submitted for peer-review to this workshop. Out of these, 2 were accepted as regular papers and 4 as short papers.

- A Deep Learning Framework for Real-time Oil Spill Detection and Classification (regular paper) 1-8
  Pranshu Patel, Kedar Desai Rinkal Jain, Chintan Bhatt, Steve Vanlanduit, Alessandro Bruno, Pier Luigi Mazzeo
- GenAI or not GenAI ? Comparing AI methodologies to solve Defect Wafer Map Classification Problem Consciousness (short paper) 9-18
  Carla Battiato, Francesco Lanza, Filippo L. M. Milotta, Alessandro Orofino, Rosetta Rizzo
- Free Energy Principle and Active Inference in Neural Language Models(short paper) 19-26
  Maria Raffa, Alessandro Acciai
- Can AI Mimic Human Visual Attention to Assess E-commerce Landing Page Engagement? (regular paper) 27-40
  Lisa Colombo, Alessandro Bruno
- Health Misinformation Detection: A Chunking Strategy Integrated to Retrieval-Augmented Generation (short paper) 41-48
  Walid Taib, Idriss Saadallah, Abdelali Ichou, Abderrahmene Hamdi, Alessandro Bruno, Pier Luigi Mazzeo, Aladine Chetouani, Marouane Tliba, Mohamed Amine Kerkouri
- Social Sentience in Neural Language Models (short paper) 49-55
  Alessandro Acciai, Pietro Perconti, Alessio Plebe

2025-01-25: submitted by Pier Luigi Mazzeo metadata incl. bibliographic data published under Creative Commons CC0
2025-02-16: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|