ITADATA 2023
Italian Conference on Big Data and Data Science 2023

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