| Vol-3606 urn:nbn:de:0074-3606-7 Copyright © 2023 for the individual papers by the papers' authors. Copyright © 2023 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).

# ITADATA 2023
Italian Conference on Big Data and Data Science 2023

### Proceedings of the 2nd Italian Conference on Big Data and Data Science (ITADATA 2023)

### Naples, Italy, September 11-13, 2023.

Edited by

### Nicola Bena *
Beniamino Di Martino **
Antonio Maratea ***
Alessandro Sperduti ****
Emanuel Di Nardo ***
Angelo Ciaramella ***
Raffaele Montella ***
Claudio A. Ardagna *

* Università degli Studi di Milano, Milan, Italy
** Università della Campania Luigi Vanvitelli, Caserta, Italy
*** Università degli Studi di Napoli Parthenope, Naples, Italy
**** Università degli Studi di Padova, Padua, Italy

## Table of Contents

- Preface
  Summary: There were 32 papers submitted for peer-review to this conference. Out of these, 15 papers were accepted as full papers. One paper from the separate track BigHPC2023 was selected for extension and included in the proceedings.

### Papers

- Dataspaces: Concepts, Architectures and Initiatives
  Maurizio Atzori, Angelo Ciaramella, Claudia Diamantini, Beniamino Di Martino, Salvatore Distefano, Tullio Facchinetti, Fabrizio Montecchiani, Antonino Nocera, Giancarlo Ruffo, Roberto Trasarti
- A Survey of Dataspace Connector Implementations
  Tobias Dam, Lukas Daniel Klausner, Sebastian Neumaier, Torsten Priebe
- Large-scale Computing Frameworks: Experiments and Guidelines
  Michele Baglioni, Fabrizio Montecchiani, Mario Rosati
- Healthcare Data Summarization via Medical Entity Recognition and Generative AI
  Giuseppe Riccio, Antonio Romano, Andriy Korsun, Michele Cirillo, Marco Postiglione, Valerio La Gatta, Antonino Ferraro, Antonio Galli, Vincenzo Moscato
- Enhancing Human Resources through Data Science: a Case in Recruiting
  Paolo Frazzetto, Muhammad Uzair Ul Haq, Alessandro Sperduti
- Unveiling the Roots of Big Data Project Failure: a Critical Analysis of the Distinguishing Features and Uncertainties in Evaluating Big Data Potential Value
  Massimiliano Gervasi, Nicolò G. Totaro, Giorgia Specchia, Maria Elena Latino
- Discovering Functional Dependencies: Can We Use ChatGPT to Generate Algorithms?
  Loredana Caruccio, Stefano Cirillo, Tullio Pizzuti, Giuseppe Polese
- Orchestrating DAG Workflows on the Cloud-to-Edge Continuum
  Angelo Marchese, Orazio Tomarchio
- Enhancing Scalability of Distributed SNPs Calling Pipelines Using Cluster-Driven Partitioning Strategy
  Lorenzo Di Rocco, Umberto Ferraro Petrillo, Giorgio Grani
- Prediction of Wave Energy Spectrum Based on Ship Motions Using a Data-Driven Approach
  Alessandro La Ferlita, Yan Qi, Emanuel Di Nardo, Simon Mewes, Ould el Moctar, Angelo Ciaramella
- An Experimental Comparison of Large Language Models for Emotion Recognition in Italian Tweets
  Claudia Diamantini, Alex Mircoli, Domenico Potena, Simone Vagnoni
- Effective Heuristics for Finding Small Minimal Feedback Arc Set Even for Large Graphs
  Claudia Cavallaro, Vincenzo Cutello, Mario Pavone
- (Un)supervised Univariate Feature Extraction and Selection for Dimensional Data
  Patrik Cavina, Federico Manzella, Giovanni Pagliarini, Guido Sciavicco, Eduard I. Stan
- Multimodal Emotion Recognition from Voice and Video Signals
  Paola Barra, Zied Mnasri, Danilo Greco
- A Service Infrastructure for Management of Legal Documents
  Valerio Bellandi, Silvana Castano, Alfio Ferrara, Stefano Montanelli, Davide Riva, Stefano Siccardi
- The SWH-Analytics Framework
  Alessia Antelmi, Massimo Torquati, Daniele Gregori, Francesco Polzella, Gianmarco Spinatelli, Marco Aldinucci

### Best PhD and Master Thesis Awards

- Workflow Models for Heterogeneous Distributed Systems
  Iacopo Colonnelli
- Reproducibility and Generalization of a Relation Extraction System for Gene-Disease Associations
  Laura Menotti

2023-12-19: submitted by Alessandro Sperduti, metadata incl. bibliographic data published under Creative Commons CC0
2024-01-03: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|