- 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) co-located with the 8th International Conference on Applied Informatics (ICAI 2025)
Christian Grévisse Université du Luxembourg Esch-sur-Alzette, Luxembourg 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). This volume contains the proceedings of the workshops: 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), and 4th International Workshop on Systems Modeling (WSM 2025). These workshops were co-located with the 8th International Conference on Applied Informatics (ICAI 2025)1 which took place at Université Mohammed VI Polytechnique located in Ben Guerir, Morocco, from 8 to 11 October 2025. 6th International Workshop on Applied Artificial Intelligence (WAAI 2025). The workshop on Applied Artificial Intelligence is an annual event intended to be an important forum of the Artificial Intelligence (AI) community, organized by the GRUPO GEMIS of the Universidad Tecnológica Nacional Facultad Regional Buenos Aires. The workshop aims to provide a forum for researchers and AI community members to discuss and exchange ideas and experiences on diverse topics of AI. It also seeks to strengthen a space for discussion of innovative ideas as well as the development of emerging technologies and practical experiences related to Artificial Intelligence in general, and each of its technologies in particular. Submissions are invited on both applications of AI and new tools and foundations. 6th International Workshop on Applied Informatics for Economy, Society and Development (AIESD 2025). The workshop on Applied Informatics for Economy, Society, and Development organized by the Universidad Ecotec (Ecuador) seeks to promote discussion and dissemination of current economics research, systems for territorial intelligence, e-participation, e-democracy, and territorial economic development; with special emphasis on social and environmental development. The objective of this edition of AIESD is to discuss aspects related to computer science applied in society. The idea is to learn the different techniques and tools that are used to study social phenomena, economic growth, and the interaction between economic analysis and decision-making. The workshop seeks to promote an atmosphere of dialogue among the community of professionals working on issues related to technology and its application in the economy as well as society. 7th International Workshop on Data Engineering and Analytics (WDEA) Data has become pervasive. Data analytics, data mining, data science, or more generally the practice of identifying patterns or constructing mathematical models based on data, is at the heart of most new business models or projects. This, coupled with what has been termed the Big Data phenomenon, used to describe challenging scenarios involving either datasets that are too big to be handled using traditional approaches, datasets with diverse formats and semantics, data streams that need to be actioned in real time, or a combination of these, has led to a whole new series of rapidly evolving tools, algorithms and methods which combine data engineering, computer science, statistics and mathematics. The aim of this workshop is to present recent results at the intersection of these areas, discussing new methods or algorithms, or applications including machine learning, databases, optimization or any type of algorithms which consider managing or obtaining value from data. 5th International Workshop on Knowledge Management, Innovation and Technologies (WKMIT 2025)). WKMIT is an annual event intended to be an important forum of the Knowledge Management and Innovation community, organized by the GRUPO GEMIS of the Universidad Tecnológica Nacional Facultad Regional Buenos Aires. The knowledge is a strategic resource to obtain better results in the organizations and its management promotes continuous improvement practices and innovation. A complete and integral knowledge management requires an approach from different perspectives: people, organizational culture, processes, tools and technologies, among others. The workshop aims at providing a forum for researchers and KM community members to discuss and exchange ideas and experiences on diverse topics of KM. It also seeks to strengthen a space for discussion of innovative ideas, development of emerging technologies and practical experiences related to Knowledge Management in general and each of its technologies in particular. 2nd International Workshop on Sustainability Challenges in Tourism and Smart Destinations (SCTSD) The workshop on Sustainability Challenges in Tourism and Smart Destinations organized by the Universidad Estatal Peninsula de Santa Elena (Ecuador) seeks to promote discussion of the application of sustainability criteria for the development of tourist products and destinations, including management of natural and cultural resources, strategies and approaches for the promotion of tourist destinations. The workshop aims to socialize and disseminate the results of research in smart tourism in Ecuador and the world. Furthermore, it promotes academic debate on experiences, innovation in the hotel and tourism field, and new trends in the industry. 4th International Workshop on Systems Modeling (WSM 2025) The International Workshop on Systems Modeling (WSM) aims to bring together researchers and practitioners working in different areas of systems modeling to provide an opportunity for the modeling community to further advance the foundations of modeling and modeling in emerging areas. It is mainly focused on Business Process Modeling, Model-Driven Architecture, Model-Driven Engineering, and Modeling in Software Engineering among other areas related to software modeling.
The workshops received 64 submissions in total, from countries including Ecuador, Argentina, Spain, Colombia, Brazil, Uzbekistan and Chile. All submitted papers underwent a double-blind peer review process, where each paper was reviewed by at least two (2) experts. After a careful discussion, the diverse program committees decided to accept 35 research papers, giving an overall acceptance rate of 54.7%. This volume contains these papers. These papers are distributed across the workshops as follows: – 15 submissions received for WAAI, of which 5 were accepted; – 11 submissions received for AIESD, of 4 six were accepted; – 12 submissions received for WDEA, of which 6 were accepted; – 4 submissions received for WKMIT, of which 2 were accepted; – 14 submissions received for SCTSD, of which 8 were accepted; – 8 submissions received for WSM, of which 5 were accepted.
All workshops were held on 8 October 2025. In each session, paper presentations were followed by remarks from the session chairs and a plenary discussion. We sincerely thank all session chairs for their thorough preparation and for fostering engaging and insightful discussions. Organization 8th International Conference on Applied Informatics (ICAI 2025)
Hector Florez Diego Peluffo-Ordóñez
Jaime Chavarriaga Hector Florez Ixent Galpin Christian Grévisse Ma Florencia Pollo-Cattaneo
Hector Florez Ixent Galpin
Universidad Distrital Francisco José de Caldas, Colombia Université Mohammed VI Polytechnique, Morocco Pontificia Colombia
Universidad 5th International Workshop on Applied Artificial Intelligence (WAAI 2025)
Ma Florencia Pollo-Cattaneo Universidad Nacional de Río Negro, Argentina Universidad Tecnológica Nacional Facultad Regional Buenos Aires, Argentina Universidad Tecnológica Nacional Facultad Regional del Neuquén, Argentina Universidad Nacional de Misiones, Argentina Universidad Tecnológica Nacional Facultad Regional Buenos Aires, Argentina Universidad Nacional de La Plata, Argentina Universidad Tecnológica Nacional Facultad Regional Buenos Aires, Argentina Universidad Tecnológica Nacional Facultad
Regional Buenos Aires, Argentina 7th International Workshop on Applied Informatics for Economics, Society and Development (AIESD 2025)
Marcelo León
Universidad Ecotec, Ecuador Carlos Jijena Erika González Raquel Jalil Simona Safarikova Fernando Gutierrez Simone Belli Ruben Rumipamba Homero Rodriguez Anderson Argothy Silvia San Román Alejandra Colina Elena Piedra Gabrield Morey María Barroso González René Garzozi-Pincay
Universidad Privada Boliviana, Bolivia Universidad Nacional de Loja, Ecuador Universidad Autónoma Juan Misael Saracho, Bolivia Palacky University, Czech Republic Universidad de La Haya, Netherlands Universidad Complutense de Madrid, Spain CNT EP, Ecuador Tecnológico de Monterrey, Mexico Universidad Técnica de Ambato, Ecuador Universidad de Granada, Spain Universidad Ecotec, Ecuador Universidad Ecotec, Ecuador Universidad Ecotec, Ecuador Universidad de Huelva, Spain Universidad Estatal Península de Santa Elena,
Ecuador 7th International Workshop on Data Engineering and Analytics (WDEA)
Ixent Galpin Jorge Ivan Romero Gélvez Universidad de Bogotá - Jorge Tadeo Lozano Universidad de Bogotá - Jorge Tadeo Lozano
Cesar Diaz Hector Florez Olmer García Bedoya Jorge Herrera
OMASHU, Spain Universidad Distrital Francisco José de Caldas, Bogotá, Colombia Ekumen Labs, USA Universidad de Bogotá - Jorge Tadeo Lozano,
Bogotá, Colombia Humberto José Navarro Nigrinis 4th International Workshop on Knowledge Management, Innovation and Technologies (WKMIT 2025)
Ma Florencia Pollo-Cattaneo Luciano Straccia
Inés Casanovas 2nd International Workshop on Sustainability Challenges in Tourism and Smart Destinations (SCTSD) Marcelo León Castro Myriam Sarabia Molina 4th International Workshop on Systems Modeling (WSM 2025)
Hector Florez
Universidad
Bogotá, Universidad Juan Guevara Oscar Mendez Sonia Pinzon Rocio Rodriguez Alix Rojas Universidad Distrital Francisco Jose de Caldas, Bogotá, Colombia Tangelo, Bogotá, Colombia Universidad Distrital Francisco Jose de Caldas, Bogotá, Colombia Table of Contents 6th International Workshop on Applied Artificial Intelligence (WAAI 2025)
A Bibliometric Analysis of Systems Modeling Research: Trends, Themes, and Future Directions
A Data-Constrained Clinical Decision Support System for Mental Health: Architecture, Implementation, and Evaluation
Bibliometric Analysis of Studies on the Use of Chatbots in Higher Education
Data-Driven Artificial Intelligence Techniques for Enhancing Solar Photovoltaic System Performance: A Systematic Review
Enhancing Contextual Memory in LLMs for Software Engineering via Ontology-Based Inference
From Photos to Places: Generating Personalized Tourist Itineraries with Large Language Models and Image Analysis
Global Research Trends in the Application of Advanced AI Tools: A Bibliometric Perspective on Fuzzy Logic-Based Studies Huseyin Bicen, Cigdem Hursen and Eriinc Ercag 110 1122 Global Scientific Landscape of AI and Fuzzy Logic in Education: A Bibliometric and Thematic Evolution Analysis
Performance Evaluation and Profiling of Kyber for Post-Quantum Cryptography in HPC Environments
Scalable Arrival Flight Delay Prediction: Multi-Airport Benchmarking of Random Forest, XGBoost and CatBoost
7th International Workshop on Applied Informatics for Economy, Society, and Development (AIESD 2025) Circular Economy in the Ecuadorian Dairy Supply Chain: Technology, Sustainability, and Business Development
Omnichannel in the Business World: A Bibliometric Study of its History and Trends
Scientific Relevance in Doctoral Research: A Practical Methodology using Zotero and Scimago
Would you Steal me a Like? Undercover Operations in Digital Environments in the National Police Carlos Aliaga, Alexis Ravello, Darlys Sares and Marcelo Leon 8089 90109 7th International Workshop on Data Engineering and Analytics (WDEA 2025)
A Statistical Approach for COVID-19 Pandemic Data Analysis
Evaluating Word Embeddings for Sentiment Analysis in ECommerce: A Case Study on MercadoLibre Reviews
Machine Learning Classification Model for Detecting Academic Risk in the Development of Projective Spatial Thinking
Predictive Analysis of Missing Persons in Ecuador (2014-2024)
Real-Time Game Highlight Detection for Data-driven League of Legends Coaching
Word Sense Disambiguation Algorithms in the Uzbek Language
5th International Workshop on Knowledge Management, Innovation and Technologies (WKMIT 2025) A Knowledge Management System based on Wikis from a Software Architecture Perspective
Knowledge Management in Argentine Free Software Cooperatives: Challenges and Perspectives
2nd International Workshop on Sustainability Challenges in Tourism and Smart Destinations (SCTSD 2025) A Bibliometric Analysis of the Intersection Between Tourism Legislation and Cultural Heritage
Agricultural Tourism as a Strategy for Sustainability and Development of Smart Destinations: A Case Study of the APAVI Association
Assessment of the Tourist Carrying Capacity in the Manglaralto River–Aquifer System, Santa Elena (Ecuador): A UNESCO Ecohydrology Demonstration Site
Geotourism and Geoconservation Strategies through Carrying Capacity Analysis: Case Study of Floreana Island, Galápagos.
Integrating Academia and the Community to Strengthen Food Heritage in Rural Coastal Environments
233245 246254 Sustainable tourism planning processes using Information Systems in Coastal Protected Areas: A methodological approach
Tourist Carrying Capacity of Geological Sites of Interest on San Cristóbal Island for Land Management and Sustainable Tourism Development
Water Sowing and Harvesting (WS&H) Tourism: An Educational and Water Conservation Experience in Manglaralto, Ecuador
4th International Workshop on Systems Modeling (WSM 2025)
A Bibliometric Analysis of Systems Modeling Research: Trends, Themes, and Future Directions (2020–2025)
Simulation-Based Risk Assessment for Productivity and Safety in Facility Layouts
Revolutionizing Marine Security with Advanced AI-Driven Autonomous Underwater Defense Systems
Towards a Model-driven Approach to Automatic Code Generation for Android Applications Dana Macias, Christian Grévisse and Hector Florez 308322 323331 Transparency in Corporate Networks: A Graph-Based Model to Reduce Computational Complexity in Identifying Total Ownership of Ultimate Beneficial Owners