AIABI 2023
3rd Italian Workshop on Artificial Intelligence and Applications for Business and Industries 2023

Table of Contents

• Preface
  Summary: There were 14 papers submitted for peer-review to this workshop. Out of these, 9 papers were accepted for this volume, 3 as regular papers and 6 as short papers.

• The Use of Impressions in Recommender Systems: Improving Complete and Semi Cold-Start (short paper)
  Matteo Garavaglia, Alessandro Solinas, Ricardo Anibal Matamoros Aragon, Stefania Bandini, Francesco Epifania
• NLP for Market and Competitive Intelligence (short paper)
  Igor Menghini
• Drug Inventory Control: Human Decisions Versus Deep Reinforcement Learning (short paper)
  Francesco Stranieri, Alberto Archetti, Enrico Robbiano, Chaaben Kouki, Fabio Stella
• Prompt-Based Fashion Outfits Retrieval and Recommender System Using Binary Hashing (short paper)
  Quocdung Nguyen, Hoangnam Pham, Duyhung Dao, Quangmanh Do, Vanha Tran
• Enhancing Online Educational Resource Security with BiGRU Attention Models (short paper)
  Ricardo Anibal Matamoros Aragon, Alessandro Solinas, Simone Re, Matteo Oliveri, Francesco Epifania
• An Empirical Analysis of Attention Based Solution Applied to Text Summarization Task
  Simone Deola, Luca Leo Del Vescovo, Ricardo Anibal Matamoros Aragon
• Marrying LLMs with Domain Expert Validation for Causal Graph Generation (short paper)
  Alessandro Castelnovo, Riccardo Crupi, Fabio Mercorio, Mario Mezzanzanica, Daniele Potertì, Daniele Regoli
• Detecting Zero-Day Vulnerabilities in CMS Platforms: An In-depth Analysis Using DeepLog
  Alberto Schiaffino, Matteo Reina, Ricardo Anibal Matamoros Aragon, Alessandro Solinas, Francesco Epifania
• Quantifying Credit Portfolio Sensitivity to Asset Correlations With Interpretable Generative Neural Networks
  Sergio Caprioli, Emanuele Cagliero, Riccardo Crupi