|  | Vol-3102 urn:nbn:de:0074-3102-6 Copyright © 2021 for the individual papers by the papers' authors. Copyright © 2022 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).

# AIABI-2021
Italian Workshop on Artificial Intelligence and Applications for Business and Industries 2021

### Proceedings of the 1st Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2021)
co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2021)

### Online, originally held in Milan, Italy, November 30th, 2021.

Edited by

### Francesco Epifania *
Luca Marconi **

* Social Thingum, Milan, Italy
** University of Milano - Bicocca, Department of Informatics, Systems and Communication, Milan, Italy

## Table of Contents

- Preface
  Summary: There were 19 papers submitted for peer-review to this workshop. Out of these, 17 papers were accepted for this volume, 14 as regular papers and 3 as short papers.

### Session 1

- Nvidia (invited speaker): AI: From Theory to Industry
  Iuri Frosio, Giuseppe Fiameni, Piero Altoé
- A Deep Learning based Methodology for Information Extraction from Documents in Robotic Process Automation
  Nicola Massarenti, Giorgio Lazzarinetti
- Instagram Images and Videos Popularity Prediction: a Deep Learning-Based Approach
  Luca Brunelli, Massimiliano Viola, Gian Antonio Susto
- EPICS: Pursuing the Quest for Smart Procurement with Artificial Intelligence
  Angelo Impedovo, Emanuele Pio Barracchia, Giuseppe Rizzo, Andrea Caprera, Elena Landrò
- A Machine Learning Based Framework for Continuous Defect Prediction in CI/CD pipelines
  Giorgio Lazzarinetti, Nicola Massarenti, Fabio Sgrò, Andrea Salafia
- Standard vs. Learning-based Codecs for Real Time Endoscopic Video Transmission
  Aldo Marzullo, Martina Golini, Michele Catellani, Elena De Momi, Francesco Calimeri, Giuseppe Fiameni, Iuri Frosio
- Automatic Data Acquisition of the Power Line Inspection Using autonomous UAV's on Simulated Environment
  Moayid Ali Zaidi, Ibraheem Azeem
- CMS Optimisation with Deep Learning Techniques
  Alberto Schiaffino, Matteo Reina, Ricardo A. Matamoros A., Francesco Epifania, Francesco Ruggeri, Ignazio Maria Castrignano, Luca Marconi
- Artificial Intelligence in Customer Management Processes: a Design Perspective
  Maurizio Mesenzani, Angela Di Massa

### Session 2

- Lastminute (invited speaker): Machine Learning in the Travel Industry: the lastminute.com case
  Alessandro Rozza
- A Cloud-Hosted Online Learning Approach for Glycemic Index Forecasting
  Giorgio Lazzarinetti, Nicola Massarenti, Stefania Mantisi
- Recognition of Skin Diseases and Exanthema with Deep Learning Techniques (short)
  Antonio Crinieri, Luca Terzi, Francesco Ruggeri, Ricardo A. Matamoros A., Francesco Epifania, Luca Marconi
- Dialog Clustering: a Framework for Automatic Text Clustering
  Nicola Massarenti, Giorgio Lazzarinetti
- A Comparison of Machine Learning Algorithms and Tools in Prognostic Predictive Maintenance: a Focus on Siamese Neural Network models
  Giorgio Lazzarinetti, Nicola Massarenti, Stefania Mantisi, Onofrio Sasso
- Rapid Analysis of Powders Based on Deep Learning, Near-Infrared and Derivative Spectroscopy
  Tegegn Dagmawi Delelegn, Italo Francesco Zoppis, Sara Manzoni, Alessio Mognato, Ivan Reguzzoni, Edoardo Lotti
- A Conversational Framework for Semantic Question Answering in Customer Services with Machine Learning on Knowledge Graph
  Giorgio Lazzarinetti, Nicola Massarenti
- DSAi: AI Powered Platform to support the Use and Mapping of Educational Content for SLDs students (short)
  Guido Di Fraia
- Chatbots with Deep Learning Techniques: the Influence of Dataset Variation on User experience (short)
  Simone Deola, Ricardo A. Matamoros A.
- KCRS: KClustering Recommender System for Component Configuration
  Maurizio Monticelli, Ricardo A. Matamoros A., Francesco Epifania, Luca Marconi, Antonio De Simone

2021-02-28: submitted by Luca Marconi, metadata incl. bibliographic data published under Creative Commons CC0
2021-03-07: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|