| Vol-4055 urn:nbn:de:0074-4055-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).

# ICAIW 2025
Workshops at the 8th International Conference on Applied Informatics 2025

### Joint Proceedings of the ICAI 2025 Workshops WAAI 2025, AIESD 2025, WDEA 2025, WKMIT 2025, WSM 2025
co-located with 8th International Conference on Applied Informatics (ICAI 2025)

- 6th International Workshop on Applied Artificial Intelligence (WAAI 2025)
- 7th International Workshop on Applied Informatics for Economy, Society, and Development (AIESD 2025)
- 7th International Workshop on Data Engineering and Analytics (WDEA 2025)
- 5th International Workshop on Knowledge Management, Innovation and Technologies (WKMIT 2025)
- 2nd International Workshop on Sustainability Challenges in Tourism and Smart Destinations (SCTSD 2025)
- 4th International Workshop on Systems Modeling (WSM 2025)

### Ben Guerir, Morocco, October 8-11, 2025.

Edited by

### Hector Florez 1
Ixent Galpin 2
Christian Grévisse 3

1 Universidad Distrital Francisco José de Caldas, Colombia
2 Universidad de Bogotá Jorge Tadeo Lozano, Colombia
3 Université du Luxembourg, Luxembourg

## Table of Contents

- Preface
  Summary: There were 64 papers submitted for peer-review to these workshops. Out of these, 35 papers were accepted for this volume, 26 as regular papers and 9 as short papers.

### 6th International Workshop on Applied Artificial Intelligence (WAAI)

- A Bibliometric Analysis of Systems Modeling Research: Trends, Themes and Future Directions 1-10
  Fatma Miralay
- A Data-Constrained Clinical Decision Support System for Mental Health: Architecture, Implementation and Evaluation 11-22
  Juan Francisco Paoli, Lucía Coll, Parag Chatterjee, María F. Pollo-Cattaneo
- Bibliometric Analysis of Studies on the Use of Chatbots in Higher Education 23-31
  Huseyin Bicen, Cigdem Hursen
- Data-Driven Artificial Intelligence Techniques for Enhancing Solar Photovoltaic System Performance: A Systematic Review 32-44
  Leonardo Messias, José Luis Domingos, Thiago Mendes, Saymon Mendes, Raphael Gomes
- Enhancing Contextual Memory in LLMs for Software Engineering via Ontology-based Inference 45-54
  David Araya, Catalina Valle, Hernán Astudillo, Pablo Ormeño, Carla Taramasco
- From Photos to Places: Generating Personalized Tourist Itineraries with Large Language Models and Image Analysis 55-70
  Kenny Andres Bermejo-Xiao, Ixent Galpin
- Global Research Trends in the Application of Advanced AI Tools: A Bibliometric Perspective on Fuzzy Logic-Based Studies 71-79
  Huseyin Bicen, Cigdem Hursen, Eriinc Ercag
- Global Scientific Landscape of AI and Fuzzy Logic in Education: A Bibliometric and Thematic Evolution Analysis 80-89
  Cigdem Hursen, Huseyin Bicen
- Performance Evaluation and Profiling of Kyber for Post-quantum Cryptography in HPC Environments 90-109
  Penda Thiao, Demba Sow
- Scalable Arrival Flight Delay Prediction: Multi-Airport Benchmarking of Random Forest, XGBoost and CatBoost 110-122
  Soufiane Momtaz, Otmane Idrissi, Abdelmajid Bousselham, Mohammed Mestari

### 7th International Workshop on Applied Informatics for Economy, Society, and Development (AIESD)

- Circular Economy in the Ecuadorian Dairy Supply Chain: Technology, Sustainability and Business Development 123-133
  Ana María Correa Vaca, Cristóbal Miralles Insa
- Omnichannel in the Business World: A Bibliometric Study of its History and Trends 134-146
  Homero Rodríguez-Insuasti, Nestor Montalvan-Burbano, Marcelo Leon, Miluska Murillo
- Scientific Relevance in Doctoral Research: A Practical Methodology using Zotero and Scimago 147-155
  Jessica Matute-Petroche, Carlos Redroban-Ortiz, Xavier Torres-Maldonado, Augusto Pino-Villarroel, Lissete Reyes-Vanegas
- Would you Steal me a Like? Undercover Operations in Digital Environments within the Peruvian National Police 156-164
  Carlos Aliaga, Alexis Ravello, Darlys Sares, Marcelo Leon

### 7th International Workshop on Data Engineering and Analytics (WDEA)

- A Statistical Approach for COVID-19 Pandemic Data Analysis 165-174
  Sunday Adeola Ajagbe, Ismaila Muritala, Pragasen Mudali, Matthew O. Adigun
- Evaluating Word Embeddings for Sentiment Analysis in E-Commerce: A Case Study on MercadoLibre Reviews 175-186
  Larry Steward Tibaduiza-Mahecha, Ixent Galpin
- Machine Learning Classification Model for Detecting Academic Risk in the Development of Projective Spatial Thinking 187-196
  Oscar Mendez, Hector Florez
- Predictive Analysis of Missing Persons in Ecuador (2014-2024) 197-210
  Marcos Espinoza, Alejandra Colina
- Real-Time Game Highlight Detection for Data-driven League of Legends Coaching 211-223
  Rosana Valero, Cesar O. Diaz, Jordi Sanchez-Riera
- Word Sense Disambiguation Algorithms in the Uzbek Language 224-232
  Axmedova Xolisxon, Gulyamova Shakhnoza, Murtazayeva Umida, Mavlonov Bokhodir, Alimova Shahnoza

### 5th International Workshop on Knowledge Management, Innovation and Technologies (WKMIT)

- A Knowledge Management System based on Wikis from a Software Architecture Perspective 233-245
  Luciano Straccia, Brenda Baruzzini, Benjamin Alegre, María F. Pollo Cattaneo
- Knowledge Management in Argentine Free Software Cooperatives: Challenges and Perspectives 246-254
  Federico Brest, Brenda Baruzzini

### 2nd International Workshop on Sustainability Challenges in Tourism and Smart Destinations (SCTSD)

- A Bibliometric Analysis of the Intersection Between Tourism Legislation and Cultural Heritage 255-266
  Marcelo Leon, Narcisa Vasquez, Andrea Macias, Simone Belli
- Agricultural Tourism as a Strategy for Sustainability and Development of Smart Destinations: A Case Study of the APAVI Association 267-276
  Ferdinand Cruz, Andres Drouet, Marcelo Leon, Fabricio Echeverria, Carlos Robalino-Lazo
- Assessment of the Tourist Carrying Capacity in the Manglaralto River–Aquifer System, Santa Elena (Ecuador): A UNESCO Ecohydrology Demonstration Site 277-288
  María Jaya-Montalvo, Lady Soto-Navarrete, Vicky Arteaga, Josep Mata-Perelló, Paúl Carrión-Mero
- Geotourism and Geoconservation Strategies through Carrying Capacity Analysis: Case Study of Floreana Island, Galápagos 289-297
  Josué Briones-Bitar, Luis Rocha-Endara, Paúl Carrión-Mero
- Integrating Academia and the Community to Strengthen Food Heritage in Rural Coastal Environments 298-307
  José Luis Molestina – Garcia, Lady Soto-Navarrete, Sebastián Suarez-Zamora, Maribel Aguilar-Aguilar
- Sustainable Tourism Planning Processes using Information Systems in Coastal Protected Areas: A Methodological Approach 308-322
  Paúl Carrión-Mero, Lady Bravo-Montero, Ginger Diaz-Macias, María Valdiviezo-Cuzco, Numa Calle-Lituma, Gricelda Herrera-Franco
- Tourist Carrying Capacity of Geological Sites of Interest on San Cristóbal Island for Land Management and Sustainable Tourism Development 323-331
  Paúl Carrión-Mero, Luis Pacheco-Bautista, Josué Briones-Bitar
- Water Sowing and Harvesting Tourism: An Educational and Water Conservation Experience in Manglaralto, Ecuador 332-344
  Jenifer Malavé-Hernández, Paúl Carrión-Mero

### 4th International Workshop on Systems Modeling (WSM)

- A Bibliometric Analysis of Systems Modeling Research: Trends, Themes and Future Directions (2020–2025) 345-353
  Huseyin Bicen, Sebastian-Ioan Petruc, Alexandru-Mihai Zvinca, Razvan Bogdan
- Simulation-Based Risk Assessment for Productivity and Safety in Facility Layouts 354-364
  Anel Torres-López, Santiago-Omar Caballero-Morales
- Revolutionizing Marine Security with Advanced AI-Driven Autonomous Underwater Defense Systems 365-378
  K. Swetha, T. Ananth Kumar, Tunde Olamide Ogundare, Sunday Adeola Ajagbe, P. Kanimozhi, Akindayo Akindolani, Pragasen Mudali
- Towards a Model-driven Approach to Automatic Code Generation for Android Applications 379-394
  Dana Macias, Christian Grévisse, Hector Florez
- Transparency in Corporate Networks: A Graph-Based Model to Reduce Computational Complexity in Identifying Total Ownership of Ultimate Beneficial Owners 395-403
  Fabricio Echeverria, Marcelo Leon, Paula Erazo, Simone Belli

2025-10-06: submitted by Hector Florez, metadata incl. bibliographic data published under Creative Commons CC0
2025-10-06: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|