| Vol-4179 urn:nbn:de:0074-4179-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).

# CRISTAIN 2025
CRIme reSolution Through Artificial INtelligence 2025

## Proceedings of the 1st Workshop on Supporting CRIme reSolution Through Artificial INtelligence (CRISTAIN 2025)
held in conjunction with the 16th Biannual Conference of the Italian SIGCHI Chapter (CHITALY 2025)

### Salerno, Italy, October 07, 2025

Edited by

### Eleonora Calò 1
Loredana Caruccio 1
Autilia Vitiello 2

1 University of Salerno, Department of Computer Science, 84084, Fisciano, Salerno, Italy
2 University of Naples "Federico II", Department of Physics "Ettore Pancini", 80126, Naples, Italy

## Table of Contents

- Preface
  Summary: Out of the 8 submitted papers, 6 have been accepted for this volume.
  Eleonora Calò, Loredana Caruccio, Autilia Vitiello

### Short Papers

- An Architectural Framework for the Construction of a Crime Narrative Corpus from Judicial Records 1-7
  Giovanni Acampora, Bilal Ahmed, Autilia Vitiello
- Estimating Bloodstain Age from Colorimetric Parameters Using Neural Network Regression 8-13
  Giovanni Acampora, Autilia Vitiello
- A Comparison of Convolutional Neural Networks using Transfer Learning for Cannabis Seed Classification 14-22
  Giovanni Acampora, Carme Barrot-Feixat, Michele Di Nunzio, Marianna Santoro, Autilia Vitiello
- Assistance and bias checking for writing crime news 23-31
  Eleonora Calò, Loredana Caruccio, Grazia Margarella
- A Methodology for Extracting Key Information from Crime News 32-40
  Eleonora Calò, Loredana Caruccio, Genoveffa Tortora, Livio Vona
- GRACE: Graph-based Representation and Analysis for Crime Exploration 41-49
  Gianpaolo Iuliano, Grazia Margarella, Giuseppe Polese, Roberto Stanzione

2026-02-26: submitted by Loredana Caruccio, metadata incl. bibliographic data published under Creative Commons CC0
2026-03-07: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|